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Faouzi Alaya Cheikh

Faouzi Alaya Cheikh

Professor
Institutt for datateknologi og informatikk
Fakultet for informasjonsteknologi og elektroteknikk

faouzi.cheikh@ntnu.no
61135203 Ametyst-bygget, A210, Gjøvik, Teknologivegen. 22, 2815 Gjøvik, Norway
ResearchGate Google Scholar
Om Publikasjoner Undervisning Formidling

Om

Faouzi Alaya Cheikh is a Professor of computer science at NTNU.

Research Group: Software, Data, and Digital Ecosystems (SDDE)

Background

  • BSc (Electronics) from the department of electrical engineering from ENIT, Tunisia, 1992
  • MSc (Signal Processing) from the Department of Information Technology, TUT, 1997
  • Dr. Tech. (Signal Processing) from the Department of Information Technology, TUT, 2004
  • Worked as Associate Professor at Gjøvik University College, 2006–2015
  • Worked as researcher at TUT, 1994-2006
  • Worked as Electronics engineer at Société Tunisienne de l´Éléctricité et du Gaz, Sousse, Tunisia 1992-1993

Research Interests

His research interests include e-Learning, 3D imaging, image and video processing and analysis, video-surveillance, content-based retrieval, behaviour analysis, biometrics, video-guided intervention, image guided navigation, machine learning, and IoT. He is member of the Research Group: Software, Data, and Digital Ecosystems (SDDE).

Projects

Alameda

Alive

HiPerNav

INID

ADRIATIC

Publikasjoner

  • Kronologisk
  • Etter kategori
  • Se alle publikasjoner i Cristin

2023

  • Bouzidi, Mohammed; Amro, Ahmed Walid; Dalveren, Yaser; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2023) LPWAN Cyber Security Risk Analysis: Building a Secure IQRF Solution. Sensors. volum 23 (4).
    Vitenskapelig artikkel
  • Hijji, Mohammad; Khan, Abbas; M. Alwakeel, Mohammad; Harrabi, Rafika; Aradah, Fahad; Alaya Cheikh, Faouzi; Sajjad, Muhammad; Khan, Muhammad (SKKU). (2023) Intelligent Image Super-Resolution for Vehicle License Plate in Surveillance Applications. Mathematics. volum 11 (4).
    Vitenskapelig artikkel
  • Sajjad, Muhammad; U Min Ullah, Fathu; Ullah, Mohib; Christodoulou, Georgia; Alaya Cheikh, Faouzi; Khan, Muhammad (SKKU). (2023) A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines. Alexandria Engineering Journal. volum 68.
    Vitenskapelig artikkel

2022

  • Afridi, Hina; Ullah, Mohib; Nordbø, Øyvind; Alaya Cheikh, Faouzi; Larsgard, Anne Guro. (2022) Optimized Deep-Learning-Based Method for Cattle Udder Traits Classification. Mathematics. volum 10 (17).
    Vitenskapelig artikkel
  • Bouzidi, Mohammed; Gupta, Nishu; Alaya Cheikh, Faouzi; Shalaginov, Andrii; Derawi, Mohammad. (2022) A Novel Architectural Framework on IoT Ecosystem, Security Aspects and Mechanisms: A Comprehensive Survey. IEEE Access. volum 10.
    Vitenskapelig artikkel
  • Bouzidi, Mohammed; Gupta, Nishu; Dalveren, Yaser; Mohamed, Marshed Kassim; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2022) Indoor Propagation Analysis of IQRF Technology for Smart Building Applications. Electronics. volum 11 (23).
    Vitenskapelig artikkel
  • Bouzidi, Mohammed; Mohamed, Marshed Kassim; Dalveren, Yaser; Moldsvor, Arild; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2022) Propagation Measurements for IQRF Network in an Urban Environment. Sensors. volum 22 (18).
    Vitenskapelig artikkel
  • Khan, Zohaib Amjad; Beghdadi, Azeddine; Kaaniche, Mounir; Alaya Cheikh, Faouzi; Gharbi, Osama. (2022) A neural network based framework for effective laparoscopic video quality assessment. Computerized Medical Imaging and Graphics. volum 101.
    Vitenskapelig artikkel
  • Sendjasni, Abderrezzaq; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi. (2022) Convolutional Neural Networks for Omnidirectional Image Quality Assessment: A Benchmark. IEEE transactions on circuits and systems for video technology (Print). volum 32 (11).
    Vitenskapelig artikkel
  • Survarachakan, Shanmugapriya; Prasad, Pravda Jith Ray; Naseem, Rabia; Perez de Frutos, Javier; Kumar, Rahul Prasanna; Langø, Thomas; Alaya Cheikh, Faouzi; Elle, Ole Jakob; Lindseth, Frank. (2022) Deep learning for image-based liver analysis — A comprehensive review focusing on malignant lesions. Artificial Intelligence in Medicine. volum 130.
    Vitenskapelig oversiktsartikkel/review
  • Ul Amin, Sareer; Ullah, Mohib; Sajjad, Muhammad; Alaya Cheikh, Faouzi; Hijji, Mohammad; Hijji, Abdulrahman; Khan, Muhammad (SKKU). (2022) EADN: An Efficient Deep Learning Model for Anomaly Detection in Videos. Mathematics. volum 10 (9).
    Vitenskapelig artikkel
  • Li, Ningyang; Wang, Zhaohui; Alaya Cheikh, Faouzi; Ullah, Mohib. (2022) S<sup>3</sup>AM: A Spectral-Similarity-Based Spatial Attention Module for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. volum 15.
    Vitenskapelig artikkel

2021

  • Irfan, Muhammad; Muhammad, Khan; Sajjad, Muhammad; Malik, Khalid; Alaya Cheikh, Faouzi; Rodrigues, Joel J.P.C.; Albuquerque, Victor Hugo C. de. (2021) Deepview: Deep-Learning-Based Users Field of View Selection in 360° Videos for Industrial Environments. IEEE Internet of Things Journal. volum 10 (4).
    Vitenskapelig artikkel
  • Naseem, Rabia; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Muhammad, Khan; Sajjad, Muhammad. (2021) Cross-modal guidance assisted hierarchical learning based siamese network for mr image denoising. Electronics. volum 10 (22).
    Vitenskapelig artikkel
  • Naseem, Rabia; Khan, Zohaib Amjad; Satpute, Nitin; Beghdadi, Azeddine; Alaya Cheikh, Faouzi; Olivares, Joaquin. (2021) Cross-Modality Guided Contrast Enhancement for Improved Liver Tumor Image Segmentation. IEEE Access. volum 9.
    Vitenskapelig artikkel
  • Shagdar, Zolbayar; Ullah, Mohib; Ullah, Habib; Alaya Cheikh, Faouzi. (2021) Geometric Deep Learning for Multi-Object Tracking: A Brief Review. European Workshop on Visual Information Processing.
    Vitenskapelig artikkel

2020

  • Bouzidi, Mohammed; Dalveren, Yaser; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2020) Use of the IQRF Technology in Internet-of-Things-Based Smart Cities. IEEE Access.
    Vitenskapelig artikkel
  • Derawi, Mohammad; Dalveren, Yaser; Alaya Cheikh, Faouzi. (2020) Internet-of-Things-Based Smart Transportation Systems for Safer Roads. 2020 IEEE 6th World Forum on Internet of Things (WF-IoT).
    Vitenskapelig artikkel
  • Khan, Sultan Daud; Altamimi, Ahmed Bder; Ullah, Mohib; Ullah, Habib; Alaya Cheikh, Faouzi. (2020) TCM: Temporal Consistency Model for Head Detection in Complex Videos. Journal of Sensors.
    Vitenskapelig artikkel
  • Khan, Zohaib Amjad; Beghdadi, Azeddine; Alaya Cheikh, Faouzi; Kaaniche, Mounir; Pelanis, Egidijus; Palomar, Rafael; Fretland, Åsmund Avdem; Edwin, Bjørn; Elle, Ole Jacob. (2020) Towards a video quality assessment based framework for enhancement of laparoscopic videos. Progress in Biomedical Optics and Imaging. volum 11316.
    Vitenskapelig artikkel
  • Mohammed, Ahmed Kedir; Wang, Congcong; Zhao, Meng; Ullah, Mohib; Naseem, Rabia; Wang, Hao; Pedersen, Marius; Alaya Cheikh, Faouzi. (2020) Semi-supervised Network for Detection of COVID-19 in Chest CT Scans. IEEE Access. volum 8.
    Vitenskapelig artikkel
  • Satpute, Nitin; Naseem, Rabia; Palomar, Rafael; Zachariadis, Orestis; Gómez-Luna, Juan; Alaya Cheikh, Faouzi; Olivares, Joaquín. (2020) Fast parallel vessel segmentation. Computer Methods and Programs in Biomedicine. volum 192.
    Vitenskapelig artikkel
  • Satpute, Nitin; Naseem, Rabia; Pelanis, Egidijus; Gomez-Luna, Juan; Alaya Cheikh, Faouzi; Elle, Ole Jacob; Olivares, Joaquín. (2020) GPU acceleration of liver enhancement for tumor segmentation. Computer Methods and Programs in Biomedicine. volum 184.
    Vitenskapelig artikkel
  • Sendjasni, Abderrezzaq; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi. (2020) On the improvement of 2D quality assessment metrics for omnidirectional images. IS&T International Symposium on Electronic Imaging Science and Technology. volum 2020 (9).
    Vitenskapelig artikkel
  • Wang, Congcong; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob. (2020) Adaptive context encoding module for semantic segmentation. IS&T International Symposium on Electronic Imaging Science and Technology. volum 2020 (10).
    Vitenskapelig artikkel

2019

  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi. (2019) Blind Stereopair Quality Assessment Using Statistics of Monocular and Binocular Image Structures. Proceedings of IEEE International Conference on Image Processing. volum 2019-September.
    Vitenskapelig artikkel
  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2019) A survey of stereoscopic 3D just noticeable difference models. IEEE Access. volum 7.
    Vitenskapelig artikkel
  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2019) Just Noticeable Difference Model for Asymmetrically Distorted Stereoscopic Images. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing. volum 2019-May.
    Vitenskapelig artikkel
  • Ge, Junfeng; Cheng, Xin; Gui, Kang; Zhang, Wei; Alaya Cheikh, Faouzi; Ye, Lin. (2019) Oblique end face coupling optical fiber sensor for point fuel level measurement. Sensors and Actuators A-Physical. volum 297.
    Vitenskapelig artikkel
  • Ge, Junfeng; Cheng, Xin; Zhao, Chengrui; Gui, Kang; Zhang, Wei; Alaya Cheikh, Faouzi; Ye, Lin. (2019) Reflected light intensity-modulated continuous liquid level sensor based on oblique end face coupling optical fibers. IEEE Sensors Journal.
    Vitenskapelig artikkel
  • Gui, Kang; Ye, Lin; Ge, Junfeng; Alaya Cheikh, Faouzi; Huang, Lizhen. (2019) Road surface condition detection utilizing resonance frequency and optical technologies. Sensors and Actuators A-Physical. volum 297.
    Vitenskapelig artikkel
  • Kanwal, Saira; Uzair, Muhammad; Ullah, Habib; Khan, Sultan Daud; Ullah, Mohib; Alaya Cheikh, Faouzi. (2019) An Image Based Prediction Model for Sleep Stage Identification. Proceedings of IEEE International Conference on Image Processing. volum 2019-September.
    Vitenskapelig artikkel
  • Khan, Sultan Daud; Ullah, Habib; Uzair, Mohammad; Ullah, Mohib; Ullah, Rehan; Alaya Cheikh, Faouzi. (2019) Disam: Density Independent and Scale Aware Model for Crowd Counting and Localization. Proceedings of IEEE International Conference on Image Processing. volum 2019-September.
    Vitenskapelig artikkel
  • Naseem, Rabia; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob; Lindseth, Frank. (2019) Cross modality guided liver image enhancement of CT using MRI. European Workshop on Visual Information Processing. volum 2019-October:8946196.
    Vitenskapelig artikkel
  • Sdiri, Bilel; Kaaniche, Mounir; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob. (2019) Efficient enhancement of stereo endoscopic images based on joint wavelet decomposition and binocular combination. IEEE Transactions on Medical Imaging. volum 38 (1).
    Vitenskapelig artikkel
  • Ullah, Habib; Khan, Sultan Daud; Ullah, Mohib; Uzair, Muhammad; Alaya Cheikh, Faouzi. (2019) Two stream model for crowd video classification. European Workshop on Visual Information Processing. volum 2019-October.
    Vitenskapelig artikkel
  • Ullah, Habib; Muhammad, Uzair; Mahmood, Arif; Ullah, Mohib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2019) Internal Emotion Classification Using EEG Signal With Sparse Discriminative Ensemble. IEEE Access. volum 7.
    Vitenskapelig artikkel
  • Ullah, Mohib; Ullah, Habib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2019) Stacked Lstm Network for Human Activity Recognition Using Smartphone Data. European Workshop on Visual Information Processing. volum 2019-October.
    Vitenskapelig artikkel
  • Wang, Congcong; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob. (2019) Multiscale deep desmoking for laparoscopic surgery. Progress in Biomedical Optics and Imaging. volum 10949:109491Y.
    Vitenskapelig artikkel

2018

  • Alaya Cheikh, Faouzi. (2018) Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination. IEEE Transactions on Medical Imaging. volum 38 (1).
    Vitenskapelig artikkel
  • Bolkar, Sabri; Wang, Congcong; Alaya Cheikh, Faouzi; Yildirim Yayilgan, Sule. (2018) Deep Smoke Removal from Minimally Invasive Surgery Videos. Proceedings of IEEE International Conference on Image Processing.
    Vitenskapelig artikkel
  • Teatini, Andrea; Wang, Congcong; Palomar, Rafael; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Edwin, Bjørn; Elle, Ole Jacob. (2018) Validation of stereo vision based liver surface reconstruction for image guided surgery. 2018 Colour and Visual Computing Symposium (CVCS); 19th and 20th September, 2018, Gjøvik, Norway.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi. (2018) PedNet: A Spatio-Temporal Deep Convolutional Neural Network for Pedestrian Segmentation. Journal of Imaging. volum 4 (9).
    Vitenskapelig artikkel
  • Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Wang, Zhaohui. (2018) A hierarchical feature model for multi-target tracking. Proceedings of IEEE International Conference on Image Processing.
    Vitenskapelig artikkel
  • Wang, Congcong; Alaya Cheikh, Faouzi; Kaaniche, Mounir; Beghdadi, Azeddine; Elle, Ole Jacob. (2018) Variational based smoke removal in laparoscopic images. Biomedical engineering online. volum 17:139.
    Vitenskapelig artikkel
  • Wang, Congcong; Alaya Cheikh, Faouzi; Kaaniche, Mounir; Elle, Ole Jacob. (2018) Liver surface reconstruction for image guided surgery. Progress in Biomedical Optics and Imaging. volum 1057:105762H6.
    Vitenskapelig artikkel
  • Wang, Congcong; Sharma, Vivek; Fan, Yu; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob; Stiefelhagen, Rainer. (2018) Can image enhancement be beneficial to find smoke images in laparoscopic surgery?. Color and Imaging Conference (CIC). volum 2018-November.
    Vitenskapelig artikkel

2017

  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2017) Stereoscopic image quality assessment based on the binocular properties of the human visual system. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Hachicha, Walid; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2017) No-reference stereo image quality assessment based on joint wavelet decomposition and statistical models. Signal processing. Image communication. volum 54.
    Vitenskapelig artikkel
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems. volum 2017-June.
    Vitenskapelig artikkel
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems (CBMS), 2017 IEEE 30th International Symposium on.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Palomar, Rafael; Alaya Cheikh, Faouzi; Edwin, Bjørn; Fretland, Åsmund Avdem; Beghdadi, Azeddine; Elle, Ole Jakob. (2017) A novel method for planning liver resections using deformable Bezier surfaces and distance maps. Computer Methods and Programs in Biomedicine. volum 144.
    Vitenskapelig artikkel
  • Palomar, Rafael; Gómez-Luna, Juan; Alaya Cheikh, Faouzi; Olivares-Bueno, Joaquín; Elle, Ole Jakob. (2017) High-Performance Computation of Bézier Surfaces on Parallel and Heterogeneous Platforms. International journal of parallel programming.
    Vitenskapelig artikkel
  • Ramachandra, Raghavendra; Bylappa Raja, Kiran; Venkatesh, Sushma Krupa; Alaya Cheikh, Faouzi; Busch, Christoph. (2017) On the Vulnerability of Extended Multispectral Face Recognition Systems Towards Presentation Attacks. 2017 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2016

  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2016) On the performance of 3D just noticeable difference models. 2016 IEEE International Conference on Image Processing(ICIP)-Proceedings.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi; Kowalski, Stewart James. (2016) Automatic annotation of lecture videos for multimedia driven pedagogical platforms. Knowledge Management & E-Learning: An International Journal. volum 8 (4).
    Vitenskapelig artikkel
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Alaya Cheikh, Faouzi; Bours, Patrick. (2016) An improved 3-step contactless fingerprint image enhancement approach for minutiae detection. 2016 6th European Workshop on Visual Information Processing (EUVIP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Palomar, Rafael; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jakob. (2016) Intra-operative modeling of the left Atrium: A simulation approach using poisson surface reconstruction. Lecture Notes in Computer Science (LNCS). volum 9805.
    Vitenskapelig artikkel
  • Palomar, Rafael; Alaya Cheikh, Faouzi; Edwin, Bjørn; Beghdadhi, Azeddine; Elle, Ole Jakob. (2016) Surface reconstruction for planning and navigation of liver resections. Computerized Medical Imaging and Graphics. volum 53.
    Vitenskapelig artikkel
  • Qureshi, Muhammad Ali; Beghdadi, Azeddine; Sdiri, Bilel; Deriche, Mohamed; Alaya Cheikh, Faouzi. (2016) A comprehensive performance evaluation of objective quality metrics for contrast enhancement techniques. 2016 6th European Workshop on Visual Information Processing (EUVIP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Ullah, Mohib; Alaya Cheikh, Faouzi; Imran, Ali Shariq. (2016) HoG Based Real-Time Multi-Target Tracking in Bayesian Framework. 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2015

  • Bylappa Raja, Kiran; Raghavendra, Rachamandra; Alaya Cheikh, Faouzi; Busch, Christoph. (2015) Evaluation of Fusion Approaches for Face Recognition using Light Field Cameras. 2015 Colour and Visual Computing Symposium (CVCS).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gueye, Limamou; Yildirim, Sule; Alaya Cheikh, Faouzi; Balasingham, Ilangko. (2015) Automatic detection of colonoscopic anomalies using capsule endoscopy. IEEE International Conference on Image Processing (ICIP), Proceedings, 27-30 September 2015,Quebec city, Canada.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2015) Neural networks based visual attention model for surveillance videos. Neurocomputing. volum 149 (Part C).
    Vitenskapelig artikkel
  • Hachicha, Walid; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2015) Efficient inter-view bit allocation methods for stereo image coding. IEEE transactions on multimedia. volum 17 (6).
    Vitenskapelig artikkel
  • Sdiri, Bilel; Alaya Cheikh, Faouzi; Dragusha, Kushtrim; Beghdadi, Azeddine. (2015) Comparative study of endoscopic image enhancement techniques. 2015 Colour and Visual Computing Symposium (CVCS).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2014

  • Wang, Congcong; Palomar, Rafael; Alaya Cheikh, Faouzi. (2014) Stereo Video Analysis For Instrument Tracking In Laparoscopic Surgery. 5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Hachicha, Walid; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2014) Optimized Residual Image For Stereo Image Coding. 5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi; Kowalski, Stewart. (2014) Media annotations in hyperlinked pedagogical platforms. International Conference on Web & Open Access to Learning, ICWOAL, 2014.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yildirim, Sule. (2014) Objective Keyword Selection For Lecture Video Annotation. 5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Siakidis, Christos; Alaya Cheikh, Faouzi; Kowalski, Stewart. (2014) 3-Dimensional Tag Clouds for Multimedia Driven Pedagogical Platforms. World Congress on Computer Applications and Information Systems (WCCAIS), 2014.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2013

  • Bylappa Raja, Kiran; Raghavendra, Rachamandra; Alaya Cheikh, Faouzi; Yang, Bian; Busch, Christoph. (2013) Robust iris recognition using light-field camera. 2013 Colour and Visual Computing Symposium (CVCS), 5th and 6th September, 2013, Gjøvik, Norway.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Alaya Cheikh, Faouzi. (2013) 4th European Workshop on Visual Information Processing (EUVIP); June 10-12, 2013, Paris, France. IEEE conference proceedings. 2013. ISBN 978-82-93269-13-7.
    Vitenskapelig antologi/Konferanseserie
  • Hachicha, Walid; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2013) Stereo image quality assessment using a binocular just noticable difference model. IEEE Proceedings of International Conference on Image Processing (ICIP), 15-18 Sep 18, 2013; Melbourne, Australia.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2013) Semantic Keyword Selection for Automatic Video Annotation. International Conference on Signal-Image Technology and Internet-Based Systems SITIS 2013; 2–5 December 2013; Kyoto, Japan.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2012

  • Alaya Cheikh, Faouzi; Saha, Sajib; Rudakova, Victoria; Wang, Peng. (2012) Multipeople tracking across multiple cameras. International Journal of New Computer Architectures and their Applications (IJNCAA). volum 2 (1).
    Vitenskapelig artikkel
  • Guraya, Fahad Fazal Elahi; Medina, Victor; Alaya Cheikh, Faouzi. (2012) Visual attention based surveillance videos compression. Twentieth Color and Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications. Final program and proceedings. November 12-16, 2012; Los Angeles, California.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Hachicha, Walid; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2012) Combining Depth Information and Local Edge Detection for Stereo Image Enhancement. European Signal Processing Conference.
    Vitenskapelig artikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Lecture content classification tool. 5th International Symposium on Communications Control and Signal Processing (ISCCSP), 2012; May 2-4, 2012, Rome, Italy.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Multimedia Learning Objects Framework for E-Learning. ICEEE 2012, International Conference on e-Learning and e-Technologies in Education; Technical University of Lodz, Poland, Sept. 24-26, 2012.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Chanda, Sukalpa; Alaya Cheikh, Faouzi; Franke, Katrin; Pal, Umapada. (2012) Cursive Handwritten Segmentation and Recognition for Instructional Videos. SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Moreno, Alejandro; Alaya Cheikh, Faouzi. (2012) Exploiting Visual Cues in Non-Scripted Lecture Videos for Multi-modal Action Recognition. SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2012) Semantic Tags for Lecture Videos. The Sixth IEEE International Conference on Semantic Computing, ICSC 2012; September 19th-21st, 2012, Palermo, Italy.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Torres Ochoa, Victor Manuel; Yayilgan, Sule Yildirim; Alaya Cheikh, Faouzi. (2012) Adult video content detection using Machine Learning Techniques. SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2011

  • Derawi, Mohammad; Ali, Hazem Othman; Alaya Cheikh, Faouzi. (2011) Gait Recognition using Time-of-Flight Sensor. BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2011) Predictive Visual Saliency Model for Surveillance Video. European Signal Processing Conference.
    Vitenskapelig artikkel
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi; Medina, Victor. (2011) A Novel Visual Saliency model for surveillance video compression. SITIS 2011, The 7th International Conference on Signal Image Technology & Internet Based Systems; 28 November–1 December 2011, Dijon, France.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2011) Blackboard content classification for lecture videos. Proceedings of 18th IEEE Int. Conf. Image Processing, 2011.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Rudakova, Victoria; Saha, Sajib; Alaya Cheikh, Faouzi. (2011) Multiple Collaborative Cameras for Multi-Target Tracking Using Color-Based Particle Filter and Contour Information. Digital Information and Communication Technology and Its Applications; International Conference, DICTAP 2011 Dijon, France, June 21-23, 2011; Proceedings, Part I.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Saha, Sajib Kumar; Rudakova, Victoria; Alaya Cheikh, Faouzi. (2011) Collaborative Cameras for Multi-target Tracking using Color Based Particle Filter and Object Contour. 3rd European Workshop on Visual Information Processing, EUVIP 2011; Paris, July 4-6, 2011.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Yildirim, Sule; Hovstø, Asbjørn; Alaya Cheikh, Faouzi; Amodei, Anthony; Iori, Marc; Zaharia, Sandel; Ioannidis, Dimos; Thorvaldsen, Øystein Espelid. (2011) Group Identification at Border Crossing Points. BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Yubing, Tong; Alaya Cheikh, Faouzi; Guraya, Fahad Fazal Elahi; Konik, Hubert; Tremeau, Alain. (2011) A Spatiotemporal Saliency Model for Video Surveillance. Cognitive Computation. volum 3 (1).
    Vitenskapelig artikkel

2010

  • Cao, Guanqun; Alaya Cheikh, Faouzi. (2010) Salient region detection with opponent color boosting. 2010 2nd European Workshop on Visual Information Processing (EUVIP) : Paris 5-7 July 2010.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Cao, Guanqun; Alaya Cheikh, Faouzi. (2010) Salient region detection with opponent color boosting. 2nd European Workshop on Visual Information Processing (EUVIP), 2010.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi; Tremeau, Alain; Tong, Yubing; Konik, Hubert. (2010) Predictive Saliency Maps for Surveillance Videos. DCABES 2010: Ninth International Symposium on Distributed Computing and Applications to Business Engineering and Science.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Guraya, Fahad Fazal Elahi; Imran, Ali Shariq; Tong, Yubing; Alaya Cheikh, Faouzi. (2010) A non-reference perceptual quality metric based on visual attention model for videos. Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on : Kuala Lumpur 10-13 May 2010.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2010) Blind Image Quality Metric For Blackboard Lecture Images. European Signal Processing Conference.
    Vitenskapelig artikkel
  • Imran, Ali Shariq; Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2010) A visual attention based reference free perceptual quality metric. 2010 2nd European Workshop on Visual Information Processing (EUVIP) : Paris 5-7 July 2010.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi; Tong, Yubing. (2010) A non-reference perceptual quality metric based on visual attention models for videos. 2nd European Workshop on Visual Information Processing (EUVIP), 2010.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Sharma, Puneet; Nilsen, Jan Harald; Skramstad, Torbjørn; Alaya Cheikh, Faouzi. (2010) Evaluation of Geometric Depth Estimation Model for Virtual Environment. Norsk Informatikkonferanse.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Simone, Gabriele; Caracciolo, Valentina; Pedersen, Marius; Alaya Cheikh, Faouzi. (2010) Evaluation of a Difference of Gaussians Based Image Difference Metric in Relation to Perceived Compression Artifacts. Advances in Visual Computing.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Tong, Yubing; Konik, Hubert; Alaya Cheikh, Faouzi; Guraya, Fahad Fazal Elahi; Tremeau, Alain. (2010) Multi-Feature Based Visual Saliency Detection in Surveillance Video. Visual communications and image processing 2010 : 11-14 July 2010, Huangshan, China.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Tong, Yubing; Konik, Hubert; Alaya Cheikh, Faouzi; Tremeau, Alain. (2010) Full reference image quality assessment based on saliency map analysis. Journal of Imaging Science and Technology. volum 54 (3).
    Vitenskapelig artikkel

2009

  • Guraya, Fahad Fazal Elahi; Bayle, Pierre-Yves; Alaya Cheikh, Faouzi. (2009) People Tracking via a Modified CAMSHIFT Algorithm. DCABES 2009 proceedings : the 8th International Symposium on Bistributed Computing and Applications for Business Engineering and Science : Wuhan, China, October 16-19,2009.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Sharma, Puneet; Alaya Cheikh, Faouzi; Hardeberg, Jon Yngve. (2009) Face saliency in various human visual saliency models. ISPA 2009. Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Tidsskriftspublikasjoner

  • Bouzidi, Mohammed; Amro, Ahmed Walid; Dalveren, Yaser; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2023) LPWAN Cyber Security Risk Analysis: Building a Secure IQRF Solution. Sensors. volum 23 (4).
    Vitenskapelig artikkel
  • Hijji, Mohammad; Khan, Abbas; M. Alwakeel, Mohammad; Harrabi, Rafika; Aradah, Fahad; Alaya Cheikh, Faouzi; Sajjad, Muhammad; Khan, Muhammad (SKKU). (2023) Intelligent Image Super-Resolution for Vehicle License Plate in Surveillance Applications. Mathematics. volum 11 (4).
    Vitenskapelig artikkel
  • Sajjad, Muhammad; U Min Ullah, Fathu; Ullah, Mohib; Christodoulou, Georgia; Alaya Cheikh, Faouzi; Khan, Muhammad (SKKU). (2023) A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines. Alexandria Engineering Journal. volum 68.
    Vitenskapelig artikkel
  • Afridi, Hina; Ullah, Mohib; Nordbø, Øyvind; Alaya Cheikh, Faouzi; Larsgard, Anne Guro. (2022) Optimized Deep-Learning-Based Method for Cattle Udder Traits Classification. Mathematics. volum 10 (17).
    Vitenskapelig artikkel
  • Bouzidi, Mohammed; Gupta, Nishu; Alaya Cheikh, Faouzi; Shalaginov, Andrii; Derawi, Mohammad. (2022) A Novel Architectural Framework on IoT Ecosystem, Security Aspects and Mechanisms: A Comprehensive Survey. IEEE Access. volum 10.
    Vitenskapelig artikkel
  • Bouzidi, Mohammed; Gupta, Nishu; Dalveren, Yaser; Mohamed, Marshed Kassim; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2022) Indoor Propagation Analysis of IQRF Technology for Smart Building Applications. Electronics. volum 11 (23).
    Vitenskapelig artikkel
  • Bouzidi, Mohammed; Mohamed, Marshed Kassim; Dalveren, Yaser; Moldsvor, Arild; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2022) Propagation Measurements for IQRF Network in an Urban Environment. Sensors. volum 22 (18).
    Vitenskapelig artikkel
  • Khan, Zohaib Amjad; Beghdadi, Azeddine; Kaaniche, Mounir; Alaya Cheikh, Faouzi; Gharbi, Osama. (2022) A neural network based framework for effective laparoscopic video quality assessment. Computerized Medical Imaging and Graphics. volum 101.
    Vitenskapelig artikkel
  • Sendjasni, Abderrezzaq; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi. (2022) Convolutional Neural Networks for Omnidirectional Image Quality Assessment: A Benchmark. IEEE transactions on circuits and systems for video technology (Print). volum 32 (11).
    Vitenskapelig artikkel
  • Survarachakan, Shanmugapriya; Prasad, Pravda Jith Ray; Naseem, Rabia; Perez de Frutos, Javier; Kumar, Rahul Prasanna; Langø, Thomas; Alaya Cheikh, Faouzi; Elle, Ole Jakob; Lindseth, Frank. (2022) Deep learning for image-based liver analysis — A comprehensive review focusing on malignant lesions. Artificial Intelligence in Medicine. volum 130.
    Vitenskapelig oversiktsartikkel/review
  • Ul Amin, Sareer; Ullah, Mohib; Sajjad, Muhammad; Alaya Cheikh, Faouzi; Hijji, Mohammad; Hijji, Abdulrahman; Khan, Muhammad (SKKU). (2022) EADN: An Efficient Deep Learning Model for Anomaly Detection in Videos. Mathematics. volum 10 (9).
    Vitenskapelig artikkel
  • Li, Ningyang; Wang, Zhaohui; Alaya Cheikh, Faouzi; Ullah, Mohib. (2022) S<sup>3</sup>AM: A Spectral-Similarity-Based Spatial Attention Module for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. volum 15.
    Vitenskapelig artikkel
  • Irfan, Muhammad; Muhammad, Khan; Sajjad, Muhammad; Malik, Khalid; Alaya Cheikh, Faouzi; Rodrigues, Joel J.P.C.; Albuquerque, Victor Hugo C. de. (2021) Deepview: Deep-Learning-Based Users Field of View Selection in 360° Videos for Industrial Environments. IEEE Internet of Things Journal. volum 10 (4).
    Vitenskapelig artikkel
  • Naseem, Rabia; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Muhammad, Khan; Sajjad, Muhammad. (2021) Cross-modal guidance assisted hierarchical learning based siamese network for mr image denoising. Electronics. volum 10 (22).
    Vitenskapelig artikkel
  • Naseem, Rabia; Khan, Zohaib Amjad; Satpute, Nitin; Beghdadi, Azeddine; Alaya Cheikh, Faouzi; Olivares, Joaquin. (2021) Cross-Modality Guided Contrast Enhancement for Improved Liver Tumor Image Segmentation. IEEE Access. volum 9.
    Vitenskapelig artikkel
  • Shagdar, Zolbayar; Ullah, Mohib; Ullah, Habib; Alaya Cheikh, Faouzi. (2021) Geometric Deep Learning for Multi-Object Tracking: A Brief Review. European Workshop on Visual Information Processing.
    Vitenskapelig artikkel
  • Bouzidi, Mohammed; Dalveren, Yaser; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2020) Use of the IQRF Technology in Internet-of-Things-Based Smart Cities. IEEE Access.
    Vitenskapelig artikkel
  • Derawi, Mohammad; Dalveren, Yaser; Alaya Cheikh, Faouzi. (2020) Internet-of-Things-Based Smart Transportation Systems for Safer Roads. 2020 IEEE 6th World Forum on Internet of Things (WF-IoT).
    Vitenskapelig artikkel
  • Khan, Sultan Daud; Altamimi, Ahmed Bder; Ullah, Mohib; Ullah, Habib; Alaya Cheikh, Faouzi. (2020) TCM: Temporal Consistency Model for Head Detection in Complex Videos. Journal of Sensors.
    Vitenskapelig artikkel
  • Khan, Zohaib Amjad; Beghdadi, Azeddine; Alaya Cheikh, Faouzi; Kaaniche, Mounir; Pelanis, Egidijus; Palomar, Rafael; Fretland, Åsmund Avdem; Edwin, Bjørn; Elle, Ole Jacob. (2020) Towards a video quality assessment based framework for enhancement of laparoscopic videos. Progress in Biomedical Optics and Imaging. volum 11316.
    Vitenskapelig artikkel
  • Mohammed, Ahmed Kedir; Wang, Congcong; Zhao, Meng; Ullah, Mohib; Naseem, Rabia; Wang, Hao; Pedersen, Marius; Alaya Cheikh, Faouzi. (2020) Semi-supervised Network for Detection of COVID-19 in Chest CT Scans. IEEE Access. volum 8.
    Vitenskapelig artikkel
  • Satpute, Nitin; Naseem, Rabia; Palomar, Rafael; Zachariadis, Orestis; Gómez-Luna, Juan; Alaya Cheikh, Faouzi; Olivares, Joaquín. (2020) Fast parallel vessel segmentation. Computer Methods and Programs in Biomedicine. volum 192.
    Vitenskapelig artikkel
  • Satpute, Nitin; Naseem, Rabia; Pelanis, Egidijus; Gomez-Luna, Juan; Alaya Cheikh, Faouzi; Elle, Ole Jacob; Olivares, Joaquín. (2020) GPU acceleration of liver enhancement for tumor segmentation. Computer Methods and Programs in Biomedicine. volum 184.
    Vitenskapelig artikkel
  • Sendjasni, Abderrezzaq; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi. (2020) On the improvement of 2D quality assessment metrics for omnidirectional images. IS&T International Symposium on Electronic Imaging Science and Technology. volum 2020 (9).
    Vitenskapelig artikkel
  • Wang, Congcong; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob. (2020) Adaptive context encoding module for semantic segmentation. IS&T International Symposium on Electronic Imaging Science and Technology. volum 2020 (10).
    Vitenskapelig artikkel
  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi. (2019) Blind Stereopair Quality Assessment Using Statistics of Monocular and Binocular Image Structures. Proceedings of IEEE International Conference on Image Processing. volum 2019-September.
    Vitenskapelig artikkel
  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2019) A survey of stereoscopic 3D just noticeable difference models. IEEE Access. volum 7.
    Vitenskapelig artikkel
  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2019) Just Noticeable Difference Model for Asymmetrically Distorted Stereoscopic Images. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing. volum 2019-May.
    Vitenskapelig artikkel
  • Ge, Junfeng; Cheng, Xin; Gui, Kang; Zhang, Wei; Alaya Cheikh, Faouzi; Ye, Lin. (2019) Oblique end face coupling optical fiber sensor for point fuel level measurement. Sensors and Actuators A-Physical. volum 297.
    Vitenskapelig artikkel
  • Ge, Junfeng; Cheng, Xin; Zhao, Chengrui; Gui, Kang; Zhang, Wei; Alaya Cheikh, Faouzi; Ye, Lin. (2019) Reflected light intensity-modulated continuous liquid level sensor based on oblique end face coupling optical fibers. IEEE Sensors Journal.
    Vitenskapelig artikkel
  • Gui, Kang; Ye, Lin; Ge, Junfeng; Alaya Cheikh, Faouzi; Huang, Lizhen. (2019) Road surface condition detection utilizing resonance frequency and optical technologies. Sensors and Actuators A-Physical. volum 297.
    Vitenskapelig artikkel
  • Kanwal, Saira; Uzair, Muhammad; Ullah, Habib; Khan, Sultan Daud; Ullah, Mohib; Alaya Cheikh, Faouzi. (2019) An Image Based Prediction Model for Sleep Stage Identification. Proceedings of IEEE International Conference on Image Processing. volum 2019-September.
    Vitenskapelig artikkel
  • Khan, Sultan Daud; Ullah, Habib; Uzair, Mohammad; Ullah, Mohib; Ullah, Rehan; Alaya Cheikh, Faouzi. (2019) Disam: Density Independent and Scale Aware Model for Crowd Counting and Localization. Proceedings of IEEE International Conference on Image Processing. volum 2019-September.
    Vitenskapelig artikkel
  • Naseem, Rabia; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob; Lindseth, Frank. (2019) Cross modality guided liver image enhancement of CT using MRI. European Workshop on Visual Information Processing. volum 2019-October:8946196.
    Vitenskapelig artikkel
  • Sdiri, Bilel; Kaaniche, Mounir; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob. (2019) Efficient enhancement of stereo endoscopic images based on joint wavelet decomposition and binocular combination. IEEE Transactions on Medical Imaging. volum 38 (1).
    Vitenskapelig artikkel
  • Ullah, Habib; Khan, Sultan Daud; Ullah, Mohib; Uzair, Muhammad; Alaya Cheikh, Faouzi. (2019) Two stream model for crowd video classification. European Workshop on Visual Information Processing. volum 2019-October.
    Vitenskapelig artikkel
  • Ullah, Habib; Muhammad, Uzair; Mahmood, Arif; Ullah, Mohib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2019) Internal Emotion Classification Using EEG Signal With Sparse Discriminative Ensemble. IEEE Access. volum 7.
    Vitenskapelig artikkel
  • Ullah, Mohib; Ullah, Habib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2019) Stacked Lstm Network for Human Activity Recognition Using Smartphone Data. European Workshop on Visual Information Processing. volum 2019-October.
    Vitenskapelig artikkel
  • Wang, Congcong; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob. (2019) Multiscale deep desmoking for laparoscopic surgery. Progress in Biomedical Optics and Imaging. volum 10949:109491Y.
    Vitenskapelig artikkel
  • Alaya Cheikh, Faouzi. (2018) Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination. IEEE Transactions on Medical Imaging. volum 38 (1).
    Vitenskapelig artikkel
  • Bolkar, Sabri; Wang, Congcong; Alaya Cheikh, Faouzi; Yildirim Yayilgan, Sule. (2018) Deep Smoke Removal from Minimally Invasive Surgery Videos. Proceedings of IEEE International Conference on Image Processing.
    Vitenskapelig artikkel
  • Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi. (2018) PedNet: A Spatio-Temporal Deep Convolutional Neural Network for Pedestrian Segmentation. Journal of Imaging. volum 4 (9).
    Vitenskapelig artikkel
  • Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Wang, Zhaohui. (2018) A hierarchical feature model for multi-target tracking. Proceedings of IEEE International Conference on Image Processing.
    Vitenskapelig artikkel
  • Wang, Congcong; Alaya Cheikh, Faouzi; Kaaniche, Mounir; Beghdadi, Azeddine; Elle, Ole Jacob. (2018) Variational based smoke removal in laparoscopic images. Biomedical engineering online. volum 17:139.
    Vitenskapelig artikkel
  • Wang, Congcong; Alaya Cheikh, Faouzi; Kaaniche, Mounir; Elle, Ole Jacob. (2018) Liver surface reconstruction for image guided surgery. Progress in Biomedical Optics and Imaging. volum 1057:105762H6.
    Vitenskapelig artikkel
  • Wang, Congcong; Sharma, Vivek; Fan, Yu; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob; Stiefelhagen, Rainer. (2018) Can image enhancement be beneficial to find smoke images in laparoscopic surgery?. Color and Imaging Conference (CIC). volum 2018-November.
    Vitenskapelig artikkel
  • Hachicha, Walid; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2017) No-reference stereo image quality assessment based on joint wavelet decomposition and statistical models. Signal processing. Image communication. volum 54.
    Vitenskapelig artikkel
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems. volum 2017-June.
    Vitenskapelig artikkel
  • Palomar, Rafael; Alaya Cheikh, Faouzi; Edwin, Bjørn; Fretland, Åsmund Avdem; Beghdadi, Azeddine; Elle, Ole Jakob. (2017) A novel method for planning liver resections using deformable Bezier surfaces and distance maps. Computer Methods and Programs in Biomedicine. volum 144.
    Vitenskapelig artikkel
  • Palomar, Rafael; Gómez-Luna, Juan; Alaya Cheikh, Faouzi; Olivares-Bueno, Joaquín; Elle, Ole Jakob. (2017) High-Performance Computation of Bézier Surfaces on Parallel and Heterogeneous Platforms. International journal of parallel programming.
    Vitenskapelig artikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi; Kowalski, Stewart James. (2016) Automatic annotation of lecture videos for multimedia driven pedagogical platforms. Knowledge Management & E-Learning: An International Journal. volum 8 (4).
    Vitenskapelig artikkel
  • Palomar, Rafael; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jakob. (2016) Intra-operative modeling of the left Atrium: A simulation approach using poisson surface reconstruction. Lecture Notes in Computer Science (LNCS). volum 9805.
    Vitenskapelig artikkel
  • Palomar, Rafael; Alaya Cheikh, Faouzi; Edwin, Bjørn; Beghdadhi, Azeddine; Elle, Ole Jakob. (2016) Surface reconstruction for planning and navigation of liver resections. Computerized Medical Imaging and Graphics. volum 53.
    Vitenskapelig artikkel
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2015) Neural networks based visual attention model for surveillance videos. Neurocomputing. volum 149 (Part C).
    Vitenskapelig artikkel
  • Hachicha, Walid; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2015) Efficient inter-view bit allocation methods for stereo image coding. IEEE transactions on multimedia. volum 17 (6).
    Vitenskapelig artikkel
  • Alaya Cheikh, Faouzi; Saha, Sajib; Rudakova, Victoria; Wang, Peng. (2012) Multipeople tracking across multiple cameras. International Journal of New Computer Architectures and their Applications (IJNCAA). volum 2 (1).
    Vitenskapelig artikkel
  • Hachicha, Walid; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2012) Combining Depth Information and Local Edge Detection for Stereo Image Enhancement. European Signal Processing Conference.
    Vitenskapelig artikkel
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2011) Predictive Visual Saliency Model for Surveillance Video. European Signal Processing Conference.
    Vitenskapelig artikkel
  • Yubing, Tong; Alaya Cheikh, Faouzi; Guraya, Fahad Fazal Elahi; Konik, Hubert; Tremeau, Alain. (2011) A Spatiotemporal Saliency Model for Video Surveillance. Cognitive Computation. volum 3 (1).
    Vitenskapelig artikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2010) Blind Image Quality Metric For Blackboard Lecture Images. European Signal Processing Conference.
    Vitenskapelig artikkel
  • Tong, Yubing; Konik, Hubert; Alaya Cheikh, Faouzi; Tremeau, Alain. (2010) Full reference image quality assessment based on saliency map analysis. Journal of Imaging Science and Technology. volum 54 (3).
    Vitenskapelig artikkel

Bøker

  • Alaya Cheikh, Faouzi. (2013) 4th European Workshop on Visual Information Processing (EUVIP); June 10-12, 2013, Paris, France. IEEE conference proceedings. 2013. ISBN 978-82-93269-13-7.
    Vitenskapelig antologi/Konferanseserie

Del av bok/rapport

  • Teatini, Andrea; Wang, Congcong; Palomar, Rafael; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Edwin, Bjørn; Elle, Ole Jacob. (2018) Validation of stereo vision based liver surface reconstruction for image guided surgery. 2018 Colour and Visual Computing Symposium (CVCS); 19th and 20th September, 2018, Gjøvik, Norway.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2017) Stereoscopic image quality assessment based on the binocular properties of the human visual system. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems (CBMS), 2017 IEEE 30th International Symposium on.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Ramachandra, Raghavendra; Bylappa Raja, Kiran; Venkatesh, Sushma Krupa; Alaya Cheikh, Faouzi; Busch, Christoph. (2017) On the Vulnerability of Extended Multispectral Face Recognition Systems Towards Presentation Attacks. 2017 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2016) On the performance of 3D just noticeable difference models. 2016 IEEE International Conference on Image Processing(ICIP)-Proceedings.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Alaya Cheikh, Faouzi; Bours, Patrick. (2016) An improved 3-step contactless fingerprint image enhancement approach for minutiae detection. 2016 6th European Workshop on Visual Information Processing (EUVIP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Qureshi, Muhammad Ali; Beghdadi, Azeddine; Sdiri, Bilel; Deriche, Mohamed; Alaya Cheikh, Faouzi. (2016) A comprehensive performance evaluation of objective quality metrics for contrast enhancement techniques. 2016 6th European Workshop on Visual Information Processing (EUVIP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Ullah, Mohib; Alaya Cheikh, Faouzi; Imran, Ali Shariq. (2016) HoG Based Real-Time Multi-Target Tracking in Bayesian Framework. 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Bylappa Raja, Kiran; Raghavendra, Rachamandra; Alaya Cheikh, Faouzi; Busch, Christoph. (2015) Evaluation of Fusion Approaches for Face Recognition using Light Field Cameras. 2015 Colour and Visual Computing Symposium (CVCS).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gueye, Limamou; Yildirim, Sule; Alaya Cheikh, Faouzi; Balasingham, Ilangko. (2015) Automatic detection of colonoscopic anomalies using capsule endoscopy. IEEE International Conference on Image Processing (ICIP), Proceedings, 27-30 September 2015,Quebec city, Canada.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Sdiri, Bilel; Alaya Cheikh, Faouzi; Dragusha, Kushtrim; Beghdadi, Azeddine. (2015) Comparative study of endoscopic image enhancement techniques. 2015 Colour and Visual Computing Symposium (CVCS).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Wang, Congcong; Palomar, Rafael; Alaya Cheikh, Faouzi. (2014) Stereo Video Analysis For Instrument Tracking In Laparoscopic Surgery. 5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Hachicha, Walid; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2014) Optimized Residual Image For Stereo Image Coding. 5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi; Kowalski, Stewart. (2014) Media annotations in hyperlinked pedagogical platforms. International Conference on Web & Open Access to Learning, ICWOAL, 2014.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yildirim, Sule. (2014) Objective Keyword Selection For Lecture Video Annotation. 5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Siakidis, Christos; Alaya Cheikh, Faouzi; Kowalski, Stewart. (2014) 3-Dimensional Tag Clouds for Multimedia Driven Pedagogical Platforms. World Congress on Computer Applications and Information Systems (WCCAIS), 2014.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Bylappa Raja, Kiran; Raghavendra, Rachamandra; Alaya Cheikh, Faouzi; Yang, Bian; Busch, Christoph. (2013) Robust iris recognition using light-field camera. 2013 Colour and Visual Computing Symposium (CVCS), 5th and 6th September, 2013, Gjøvik, Norway.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Hachicha, Walid; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2013) Stereo image quality assessment using a binocular just noticable difference model. IEEE Proceedings of International Conference on Image Processing (ICIP), 15-18 Sep 18, 2013; Melbourne, Australia.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2013) Semantic Keyword Selection for Automatic Video Annotation. International Conference on Signal-Image Technology and Internet-Based Systems SITIS 2013; 2–5 December 2013; Kyoto, Japan.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Guraya, Fahad Fazal Elahi; Medina, Victor; Alaya Cheikh, Faouzi. (2012) Visual attention based surveillance videos compression. Twentieth Color and Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications. Final program and proceedings. November 12-16, 2012; Los Angeles, California.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Lecture content classification tool. 5th International Symposium on Communications Control and Signal Processing (ISCCSP), 2012; May 2-4, 2012, Rome, Italy.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Multimedia Learning Objects Framework for E-Learning. ICEEE 2012, International Conference on e-Learning and e-Technologies in Education; Technical University of Lodz, Poland, Sept. 24-26, 2012.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Chanda, Sukalpa; Alaya Cheikh, Faouzi; Franke, Katrin; Pal, Umapada. (2012) Cursive Handwritten Segmentation and Recognition for Instructional Videos. SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Moreno, Alejandro; Alaya Cheikh, Faouzi. (2012) Exploiting Visual Cues in Non-Scripted Lecture Videos for Multi-modal Action Recognition. SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2012) Semantic Tags for Lecture Videos. The Sixth IEEE International Conference on Semantic Computing, ICSC 2012; September 19th-21st, 2012, Palermo, Italy.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Torres Ochoa, Victor Manuel; Yayilgan, Sule Yildirim; Alaya Cheikh, Faouzi. (2012) Adult video content detection using Machine Learning Techniques. SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Derawi, Mohammad; Ali, Hazem Othman; Alaya Cheikh, Faouzi. (2011) Gait Recognition using Time-of-Flight Sensor. BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi; Medina, Victor. (2011) A Novel Visual Saliency model for surveillance video compression. SITIS 2011, The 7th International Conference on Signal Image Technology & Internet Based Systems; 28 November–1 December 2011, Dijon, France.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2011) Blackboard content classification for lecture videos. Proceedings of 18th IEEE Int. Conf. Image Processing, 2011.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Rudakova, Victoria; Saha, Sajib; Alaya Cheikh, Faouzi. (2011) Multiple Collaborative Cameras for Multi-Target Tracking Using Color-Based Particle Filter and Contour Information. Digital Information and Communication Technology and Its Applications; International Conference, DICTAP 2011 Dijon, France, June 21-23, 2011; Proceedings, Part I.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Saha, Sajib Kumar; Rudakova, Victoria; Alaya Cheikh, Faouzi. (2011) Collaborative Cameras for Multi-target Tracking using Color Based Particle Filter and Object Contour. 3rd European Workshop on Visual Information Processing, EUVIP 2011; Paris, July 4-6, 2011.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Yildirim, Sule; Hovstø, Asbjørn; Alaya Cheikh, Faouzi; Amodei, Anthony; Iori, Marc; Zaharia, Sandel; Ioannidis, Dimos; Thorvaldsen, Øystein Espelid. (2011) Group Identification at Border Crossing Points. BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Cao, Guanqun; Alaya Cheikh, Faouzi. (2010) Salient region detection with opponent color boosting. 2010 2nd European Workshop on Visual Information Processing (EUVIP) : Paris 5-7 July 2010.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Cao, Guanqun; Alaya Cheikh, Faouzi. (2010) Salient region detection with opponent color boosting. 2nd European Workshop on Visual Information Processing (EUVIP), 2010.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi; Tremeau, Alain; Tong, Yubing; Konik, Hubert. (2010) Predictive Saliency Maps for Surveillance Videos. DCABES 2010: Ninth International Symposium on Distributed Computing and Applications to Business Engineering and Science.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Guraya, Fahad Fazal Elahi; Imran, Ali Shariq; Tong, Yubing; Alaya Cheikh, Faouzi. (2010) A non-reference perceptual quality metric based on visual attention model for videos. Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on : Kuala Lumpur 10-13 May 2010.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2010) A visual attention based reference free perceptual quality metric. 2010 2nd European Workshop on Visual Information Processing (EUVIP) : Paris 5-7 July 2010.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Imran, Ali Shariq; Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi; Tong, Yubing. (2010) A non-reference perceptual quality metric based on visual attention models for videos. 2nd European Workshop on Visual Information Processing (EUVIP), 2010.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Sharma, Puneet; Nilsen, Jan Harald; Skramstad, Torbjørn; Alaya Cheikh, Faouzi. (2010) Evaluation of Geometric Depth Estimation Model for Virtual Environment. Norsk Informatikkonferanse.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Simone, Gabriele; Caracciolo, Valentina; Pedersen, Marius; Alaya Cheikh, Faouzi. (2010) Evaluation of a Difference of Gaussians Based Image Difference Metric in Relation to Perceived Compression Artifacts. Advances in Visual Computing.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Tong, Yubing; Konik, Hubert; Alaya Cheikh, Faouzi; Guraya, Fahad Fazal Elahi; Tremeau, Alain. (2010) Multi-Feature Based Visual Saliency Detection in Surveillance Video. Visual communications and image processing 2010 : 11-14 July 2010, Huangshan, China.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Guraya, Fahad Fazal Elahi; Bayle, Pierre-Yves; Alaya Cheikh, Faouzi. (2009) People Tracking via a Modified CAMSHIFT Algorithm. DCABES 2009 proceedings : the 8th International Symposium on Bistributed Computing and Applications for Business Engineering and Science : Wuhan, China, October 16-19,2009.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Sharma, Puneet; Alaya Cheikh, Faouzi; Hardeberg, Jon Yngve. (2009) Face saliency in various human visual saliency models. ISPA 2009. Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Undervisning

Emner

  • IMT6151 - Selected topics in Image Processing
  • IMT6161 - Selected topics in Video Processing
  • IMT4890 - Specialisation in Video Processing

Formidling

2021

  • Vitenskapelig foredrag
    Chen, Xiangjun; Wang, Zhaohui; Alaya Cheikh, Faouzi; Ullah, Mohib. (2021) 3D-Resnet Fused Attention for Autism Spectrum Disorder Classification. International Conference on Image and Graphics . Springer; Hainan, Haikou. 2021-12-25 - 2021-12-28.
  • Vitenskapelig foredrag
    Shagdar, Zolbayar; Ullah, Mohib; Ullah, Habib; Alaya Cheikh, Faouzi. (2021) Geometric Deep Learning for Multi-Object Tracking: A Brief Review. 2021 9th European Workshop on Visual Information Processing (EUVIP) . IEEE; Paris. 2021-06-23 - 2021-06-25.
  • Vitenskapelig foredrag
    Ullah, Habib; Tawsin Uddin, Ahmed; Ullah, Mohib; Alaya Cheikh, Faouzi. (2021) IR-SSL: Improved Regularization Based Semi-Supervised Learning For Land Cover Classification. 2021 IEEE International Conference on Image Processing (ICIP) . IEEE; Anchorage, Alaska. 2021-09-19 - 2021-09-22.
  • Vitenskapelig foredrag
    Ullah, Habib; Ullah, Mohib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2021) Evaluating deep semi-supervised learning methods for computer vision applications. Electronic Imaging . Society for Imaging Science and Technology; San Francisco. 2021-01-18 - 2021-01-21.
  • Vitenskapelig foredrag
    Ullah, Mohib; Ullah, Habib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2021) Social modeling meets virtual reality: An immersive implication. International Conference on Pattern Recognition . Springer, Cham; Milan. 2021-01-10 - 2021-01-15.
  • Vitenskapelig foredrag
    Ullah, Mohib; Yamin, Muhammad Mudassar; Mohammed, Ahmed Kedir; Khan, Sultan Daud; Ullah, Habib; Alaya Cheikh, Faouzi. (2021) Attention-based LSTM network for action recognition in sports. Electronic Imaging . Society for Imaging Science and Technology; San Francisco. 2021-01-18 - 2021-01-21.

2020

  • Vitenskapelig foredrag
    Khan, Akif Quddus; Khan, Salman; Ullah, Mohib; Alaya Cheikh, Faouzi. (2020) A Bottom-Up Approach for Pig Skeleton Extraction Using RGB Data. International Conference on Image and Signal Processing ; 2020-06-04 - 2020-06-06.
  • Vitenskapelig foredrag
    Khan, Sultan Daud; Mahmud, Maqsood; Ullah, Habib; Ullah, Mohib; Alaya Cheikh, Faouzi. (2020) Crowd congestion detection in videos. IS&T International Symposium on Electronic Imaging (EI 2020) . Society for Imaging Science and Technology; Burlingame, California. 2020-01-26 - 2020-01-30.
  • Vitenskapelig foredrag
    Ullah, Habib; Khan, Sultan Daud; Ullah, Mohib; Mahmud, Maqsood; Alaya Cheikh, Faouzi. (2020) GENERATIVE ADVERSARIAL NETWORKS: A SHORT REVIEW. IS&T International Symposium on Electronic Imaging (EI 2020) ; 2020-01-26 - 2020-01-30.
  • Vitenskapelig foredrag
    Ullah, Mohib; Mahmud, Maqsood; Ullah, Habib; Ahmad, Kashif; Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2020) HEAD BASED TRACKING. IS&T International Symposium on Electronic Imaging (EI 2020) . Society for Imaging Science and Technology; Burlingame, California. 2020-01-26 - 2020-01-30.

2019

  • Poster
    Kanwal, Saira; Uzair, Muhammad; Ullah, Habib; Khan, Sultan Daud; Ullah, Mohib; Alaya Cheikh, Faouzi. (2019) AN IMAGE BASED PREDICTION MODEL FOR SLEEP STAGE IDENTIFICATION. International Conference on Image Processing (ICIP) ; Taipai. 2019-09-22 - 2019-09-25.
  • Poster
    Khan, Sultan Daud; Ullah, Habib; Ullah, Mohib; Alaya Cheikh, Faouzi; Beghdadi, Azeddine. (2019) DIMENSION INVARIANT MODEL FOR HUMAN HEAD DETECTION. European Workshop on Visual Information Processing ; Rome. 2019-10-28 - 2019-10-31.
  • Faglig foredrag
    Khan, Sultan Daud; Ullah, Habib; Ullah, Mohib; Conci, Nicola; Alaya Cheikh, Faouzi; Beghdadi, Azeddine. (2019) Person Head Detection Based Deep Model for People Counting in Sports Videos. IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) ; Taipei. 2019-09-18 - 2019-09-21.
  • Poster
    Khan, Sultan Daud; Ullah, Habib; Uzair, Muhammad; Ullah, Mohib; Ullah, Rehan; Alaya Cheikh, Faouzi. (2019) DISAM: DENSITY INDEPENDENT AND SCALE AWARE MODEL FOR CROWD COUNTING AND LOCALIZATION. IEEE International Conference on Image Processing (ICIP) ; Taipei. 2019-09-22 - 2019-09-25.
  • Vitenskapelig foredrag
    Khan, Zohaib Amjad; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2019) Joint Statistical Models for No-Reference Stereoscopic Image Quality Assessment. European Workshop on Visual Information Processing ; 2019-10-28 - 2019-10-31.
  • Poster
    Sidorov, Oleksii; Wang, Congcong; Alaya Cheikh, Faouzi. (2019) Generative Smoke Removal. Machine Learning for Health Workshop at NeurIPS ; 2019-12-14 - 2019-12-14.
  • Poster
    Ullah, Habib; Khan, Sultan Daud; Ullah, Mohib; Uzair, Muhammad; Alaya Cheikh, Faouzi. (2019) TWO STREAM MODEL FOR CROWD VIDEO CLASSIFICATION. European Workshop on Visual Information Processing ; Rome. 2019-10-28 - 2019-10-31.
  • Poster
    Ullah, Mohib; Ullah, Habib; Alaya Cheikh, Faouzi. (2019) SINGLE SHOT APPEARANCE MODEL (SSAM) FOR MULTI-TARGET TRACKING. Electronic Imaging Conference . Society of Imaging Science and Technology; 2019-01-13 - 2019-01-17.
  • Poster
    Ullah, Mohib; Ullah, Habib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2019) STACKED LSTM NETWORK FOR HUMAN ACTIVITY RECOGNITION USING SMARTPHONE DATA. European Workshop on Visual Information Processing ; Rome. 2019-10-28 - 2019-10-31.

2018

  • Vitenskapelig foredrag
    Beghdadi, Azeddine; Qureshi, Muhammad Ali; Sdiri, Bilel; Deriche, Mohamed; Alaya Cheikh, Faouzi. (2018) Ceed - A Database for Image Contrast Enhancement Evaluation. Colour and Visual Computing Symposium (CVCS) ; 2018-09-19 - 2018-09-20.
  • Vitenskapelig foredrag
    Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2018) Blind Stereopair Quality Evaluation based on Statistics of Binocular Contrast Features. In COmpression et REprésentation des Signaux Audiovisuels (CORESA) ; Poitiers. 2018-11-12 - 2018-11-14.
  • Vitenskapelig foredrag
    Rocha, Cristian; Yildirim, Sule; Hardeberg, Jon Yngve; Alaya Cheikh, Faouzi. (2018) Deep Learning and Radiomics. NLDL2018 ; 2018-01-10 - 2018-01-11.
  • Poster
    Ullah, Mohib; Alaya Cheikh, Faouzi. (2018) A Directed Sparse Graphical Model for Multi-Target Tracking. International Conference on Computer Vision and Pattern Recognition workshop (CVPR) . IEEE; Salt Lake City. 2018-07-18 - 2018-07-22.
  • Poster
    Ullah, Mohib; Alaya Cheikh, Faouzi. (2018) DEEP FEATURE BASED END-TO-END TRANSPORTATION NETWORK FOR MULTI-TARGET TRACKING. International Conference on Image Processing (ICIP) . IEEE; Athens. 2018-10-07 - 2018-10-10.
  • Poster
    Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi. (2018) HAND-CRAFTED VS DEEP FEATURES: A QUANTITATIVE STUDY OF APPEARANCE MODEL FOR PEDESTRIAN. Color and Visual Computing Symposium (CVCS) . IEEE; Gjøvik. 2018-09-19 - 2018-09-20.
  • Vitenskapelig foredrag
    Yu, Fan; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2018) No-Reference Quality Assessment of Stereoscopic Images Based on Binocular Combination of Local Features Statistics. International Conference on Image Processing (ICIP) ; 2018-10-07 - 2018-10-10.

2017

  • Faglig foredrag
    Fan, Yu; Chaker, Mohamed-Chaker; Alaya Cheikh, Faouzi; Christine, Fernandez-Maloigne. (2017) Full-reference stereoscopic image quality assessment account for binocular combination and disparity information. 2017 IEEE International Conference on Image Processing (ICIP) ; 2017-09-17 - 2017-09-20.
  • Vitenskapelig foredrag
    Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2017) Full-Reference Stereoscopic Image Quality Assessment account for Binocular Combination and Disparity Information. IEEE International Conference on Image Processing (ICIP) . IEEE; Beijing. 2017-09-17 - 2017-09-20.
  • Poster
    Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Wang, Zhaohui. (2017) A Hierarchical Feature Model For Multi-Target Tracking. International Conference on Image Processing (ICIP) . IEEE; Beijing. 2017-09-17 - 2017-09-20.

2015

  • Vitenskapelig foredrag
    Gueye, Limamou; Yildirim, Sule; Alaya Cheikh, Faouzi; Balasingham, Ilangko. (2015) Automatic detection of colonoscopic anomalies using capsule endoscopy. The International Conference on Image Processing (ICIP) ; Québec. 2015-09-27 - 2015-09-30.
  • Vitenskapelig foredrag
    Sharma, Puneet; Alaya Cheikh, Faouzi; Hardeberg, Jon Yngve. (2015) Spatio-temporal analysis of eye fixations data in images. IEEE International Conference on Image Processing ; Paris. 2015-10-27 - 2015-10-30.

2008

  • Vitenskapelig foredrag
    Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2008) Visual Saliency in Video Surveillance Applications. The 1st Workshop on Visual Signal Processing and Analysis ; Paris. 2008-11-12 - 2008-11-13.
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