2025

• Hijji, Mohammad; Munsif, Muhammad; Alwakeel, Mohammed; Alwakeel, Ahmed; Aradah, Fahad; Alaya Cheikh, Faouzi; Sajjad, Muhammad; Muhammad, Khan. (2025) PROXIMAL POLICY OPTIMIZATION FOR COLLISION AVOIDANCE AND MOTION PLANNING IN AUTONOMOUS VEHICLES: A MATHEMATICAL MODELING PERSPECTIVE. Fractals
  Vitenskapelig artikkel
• Ibrahim, Vazim; Alaya Cheikh, Faouzi; Asari, Vijayan K.; Paul, Joseph Suresh. (2025) Extrapolation Convolution for Data Prediction on a 2-D Grid: Bridging Spatial and Frequency Domains With Applications in Image Outpainting and Compressed Sensing. IEEE Transactions on Neural Networks and Learning Systems
  Vitenskapelig artikkel
• Derawi, Mohammad; Alvarez Cid, Marcos Xose; Alaya Cheikh, Faouzi; Gupta, Neha; Gupta, Nishu. (2025) IoT and Data-Driven Acoustic Leak Detection Using Microcontroller and Fast Fourier Transform. Proceedings of the IEEE International SOC Conference (SOCC)
  Vitenskapelig artikkel
• Fahad, Muhammad; Nordbø, Øyvind; Imran, Ali Shariq; Alaya Cheikh, Faouzi; Ullah, Mohib. (2025) From Contrast to Non-Contrast: Enhancing Cardiac Segmentation in Non-Contrast CT Scans. European Workshop on Visual Information Processing
  Vitenskapelig artikkel
• Fahad, Muhammad; Hassan, Saif; Alaya Cheikh, Faouzi; Ullah, Mohib. (2025) Enhancing Interpretability in Gastrointestinal Disease Detection: A Comparative Analysis of Deep Learning Architectures and Explainable AI.
  Vitenskapelig kapittel
• Gillani, Hammad Hassan; Qureshi, Muhammad Ali; Beghdadi, Azeddine; Alaya Cheikh, Faouzi; Ullah, Mohib. (2025) Distortion Classification in Computer Vision Applications: Current Progress, Challenges, and Perspectives. ACM Computing Surveys
  Vitenskapelig artikkel
• Tasfe, Mahrin; Nivrito, Akm; Machot, Fadi Al; Ullah, Mohib; Alaya Cheikh, Faouzi; Ullah, Habib. (2025) Deep Learning-Based Models for Paddy Disease Classification and Segmentation: An Experimental Review. IEEE Access
  Vitenskapelig artikkel
• Meng, Ruoyan; Alaya Cheikh, Faouzi; Palomar Avalos, Rafael; Edwin, Bjørn von Gohren. (2025) Analytics and Visualization for Computational Liver Surgery Planning. Norges teknisk-naturvitenskapelige universitet
  Doktoravhandling
• Ali, Shehzad; Sajjad, Muhammad; Lee, Ik Hyun; Alaya Cheikh, Faouzi; Ribigan, Athena Cristina; Pedulla, Ludovico; Papagiannakis, Nikolaos; Hijji, Mohammad; Muhammad, Khan. (2025) IoT-Driven Facial Expression Recognition for Personalized Healthcare in Industry 5.0. IEEE Internet of Things Journal
  Vitenskapelig artikkel
• Fahad, Muhammad; Mobeen, Noor E; Imran, Ali Shariq; Daudpota, Sher Muhammad; Kastrati, Zenun; Alaya Cheikh, Faouzi; Ullah, Mohib. (2025) Deep insights into gastrointestinal health: A comprehensive analysis of GastroVision dataset using convolutional neural networks and explainable AI. Biomedical Signal Processing and Control
  Vitenskapelig artikkel
• Hijji, Mohammad; Ullah, Kaleem; Alwakeel, Mohammed; Alwakeel, Ahmed; Aradah, Fahad; Alaya Cheikh, Faouzi; Sajjad, Muhammad; Muhammad, Khan. (2025) Multiagent Sensor Integration and Knowledge Distillation System for Real-Time Autonomous Vehicle Navigation. IEEE Systems Journal
  Vitenskapelig artikkel
• Meng, Ruoyan; Aghayan, Davit; Pelanis, Egidijus; Edwin, Bjørn von Gohren; Alaya Cheikh, Faouzi; Palomar Avalos, Rafael. (2025) Resectograms: Planning liver surgery with real-time occlusion-free visualization of virtual resections. Computer Methods and Programs in Biomedicine Update
  Vitenskapelig artikkel

2024

• Moosa, Muhammad; Yamin, Muhammad Mudassar; Hashmi, Ehtesham; Beghdadi, Azeddine Boutkhil; Imran, Ali Shariq; Alaya Cheikh, Faouzi; Ullah, Mohib. (2024) SMT: Self-supervised Approach for Multiple Animal Detection and Tracking. IFIP Advances in Information and Communication Technology
  Vitenskapelig artikkel
• Katper, Saif Hassan; Ullah, Mohib; Imran, Ali Shariq; Mujtaba, Ghulam; Yamin, Muhammad Mudassar; Hashmi, Ehtesham; Alaya Cheikh, Faouzi; Beghdadi, Azeddine Boutkhil. (2024) A Self-Supervised Diffusion Framework For Facial Emotion Recognition. Proceedings of IEEE International Conference on Image Processing
  Vitenskapelig artikkel
• Nguyen, Thang-Anh-Quan; Hashmi, Ehtesham; Yamin, Muhammad Mudassar; Beghdadi, Azeddine Boutkhil; Alaya Cheikh, Faouzi; Ullah, Mohib. (2024) Benign Paroxysmal Positional Vertigo Disorders Classification Using Eye Tracking Data. IFIP Advances in Information and Communication Technology
  Vitenskapelig artikkel
• Lijin, P.; Ullah, Mohib; Vats, Anuja; Alaya Cheikh, Faouzi; Kumar, Santhosh; Nair, Madhu S.. (2024) Dual Encoder-Decoder Shifted Window-Based Transformer Network for Polyp Segmentation with Self-Learning Approach. IEEE Transactions on Artificial Intelligence (TAI)
  Vitenskapelig artikkel
• Li, Ningyang; Wang, Zhaohui; Alaya Cheikh, Faouzi. (2024) Discriminating Spectral–Spatial Feature Extraction for Hyperspectral Image Classification: A Review. Sensors
  Vitenskapelig oversiktsartikkel
• P., Lijin; Ullah, Mohib; Vats, Anuja; Alaya Cheikh, Faouzi; G., Santhosh Kumar; Nair, Madhu S.. (2024) EfficientPolypSeg: Efficient Polyp Segmentation in colonoscopy images using EfficientNet-B5 with dilated blocks and attention mechanisms. Biomedical Signal Processing and Control
  Vitenskapelig artikkel
• Wang, Congcong; Zhao, Meng; Zhou, Chengguang; Dong, Nanqing; Khan, Zohaib Amjad; Zhao, Xintong; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Chen, Shengyong. (2024) Smoke veil prior regularized surgical field desmoking without paired in-vivo data. Computers in Biology and Medicine
  Vitenskapelig artikkel
• Li, Ningyang; Wang, Zhaohui; Alaya Cheikh, Faouzi; Wang, Lei. (2024) CentralFormer: Centralized Spectral-Spatial Transformer for Hyperspectral Image Classification with Adaptive Relevance Estimation and Circular Pooling. IEEE Transactions on Geoscience and Remote Sensing
  Vitenskapelig artikkel
• Lijin, P.; Ullah, Mohib; Vats, Anuja; Alaya Cheikh, Faouzi; Kumar, G Santhosh; Nair, Madhu S.. (2024) PolySegNet: improving polyp segmentation through swin transformer and vision transformer fusion. Biomedical Engineering Letters
  Vitenskapelig artikkel
• Meng, Ruoyan; Aghayan, Davit; Alaya Cheikh, Faouzi; Palomar Avalos, Rafael. (2024) Enhancing Liver Resection Planning Through Comprehensive Volumetry Analysis. Proceedings of SPIE, the International Society for Optical Engineering
  Vitenskapelig artikkel
• Afridi, Hina; Ullah, Mohib; Nordbø, Øyvind; Hoff, Solvei Cottis; Furre, Siri; Larsgard, Anne Guro; Alaya Cheikh, Faouzi. (2024) Analyzing Data Modalities for Cattle Weight Estimation Using Deep Learning Models. Journal of Imaging
  Vitenskapelig artikkel
• Munsif, Muhammad; Sajjad, Muhammad; Ullah, Mohib; Tarekegn, Adane Nega; Alaya Cheikh, Faouzi; Tsakanikas, Panagiotis; Muhammad, Khan. (2024) Optimized efficient attention-based network for facial expressions analysis in neurological health care. Computers in Biology and Medicine
  Vitenskapelig artikkel
• Weng, Weihao; Zhu, Xin; Alaya Cheikh, Faouzi; Ullah, Mohib; Imaizumi, Mitsuyoshi; Murono, Shigeyuki; Kubota, Satoshi. (2024) A Simple Framework for Depth-Augmented Contrastive Learning for Endoscopic Image Classification. IEEE Transactions on Instrumentation and Measurement
  Vitenskapelig artikkel
• d’Albenzio, Gabriella; Kamkova, Yuliia; Naseem, Rabia; Ullah, Mohib; Colonnese, Stefania; Alaya Cheikh, Faouzi; Kumar, Rahul Prasanna. (2024) A dual-encoder double concatenation Y-shape network for precise volumetric liver and lesion segmentation. Computers in Biology and Medicine
  Vitenskapelig artikkel

2023

• Ullah, Mohib; Shagdar, Zolbayar; Ullah, Habib; Alaya Cheikh, Faouzi. (2023) Semi-Supervised Principal Neighbourhood Aggregation Model For Sar Image Classification.
  Vitenskapelig kapittel
• Li, Ningyang; Wang, Zhaohui; Alaya Cheikh, Faouzi; Ullah, Mohib. (2023) An Exploration on the Influence Factors of the Optimal Sample Width for Hyperspectral Remote Sensing Image Classification. IEEE Access
  Vitenskapelig artikkel
• Bouzidi, Mohammed; Amro, Ahmed Walid; Dalveren, Yaser; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2023) LPWAN Cyber Security Risk Analysis: Building a Secure IQRF Solution. Sensors
  Vitenskapelig artikkel
• Alaya Cheikh, Faouzi; Beghdadi, Azeddine Boutkhil; Colonnese, Stefania. (2023) 2023 11th European Workshop on Visual Information Processing (EUVIP). IEEE (Institute of Electrical and Electronics Engineers)
  Antologi
• Meng, Ruoyan; Aghayan, Davit; Pelanis, Egidijus; Edwin, Bjørn von Gohren; Alaya Cheikh, Faouzi; Palomar Avalos, Rafael. (2023) Resectograms: Real-Time 2D Visualization of Liver Virtual Resections. Eurographics Workshop on Visual Computing for Biomedicine
  Vitenskapelig artikkel
• Hijji, Mohammad; Yar, Hikmat; Ullah, Fath U Min; Alwakeel, Mohammed M.; Harrabi, Rafika; Aradah, Fahad; Alaya Cheikh, Faouzi; Muhammad, Khan; Sajjad, Muhammad. (2023) FADS: An Intelligent Fatigue and Age Detection System. Mathematics
  Vitenskapelig artikkel
• Tarekegn, Adane Nega; Sajjad, Muhammad; Alaya Cheikh, Faouzi; Ullah, Mohib; Muhammad, Khan. (2023) Efficient Human Gait Activity Recognition Based on Sensor Fusion and Intelligent Stacking Framework. IEEE Sensors Journal
  Vitenskapelig artikkel
• Sajjad, Muhammad; Ullah, Fath U. Min; Ullah, Mohib; Christodoulou, Georgia; Alaya Cheikh, Faouzi; Hijji, Mohammad; Khan, Muhammad (SKKU); Rodrigues, Joel J. P. C.. (2023) A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines. Alexandria Engineering Journal
  Vitenskapelig artikkel
• Khan, Habib; Ullah, Mohib; Machot, Fadi al; Alaya Cheikh, Faouzi; Sajjad, Muhammad. (2023) Deep learning based speech emotion recognition for Parkinson patient. IS&T International Symposium on Electronic Imaging Science and Technology
  Vitenskapelig artikkel
• Palomar Avalos, Rafael; Kumar, Rahul Prasanna; Wang, Congcong; Pelanis, Egidijus; Alaya Cheikh, Faouzi. (2023) Chapter 19 - MR in video guided liver surgery.
  Vitenskapelig kapittel
• Hijji, Mohammad; Khan, Abbas; Alwakeel, Mohammed M.; 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
  Vitenskapelig artikkel

2022

• 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)
  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
  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
  Vitenskapelig oversiktsartikkel
• Li, Ningyang; Wang, Zhaohui; Alaya Cheikh, Faouzi; Ullah, Mohib. (2022) S³AM: A Spectral-Similarity-Based Spatial Attention Module for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  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
  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
  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
  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 (Basel)
  Vitenskapelig artikkel
• Amin, Sareer Ul; 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
  Vitenskapelig artikkel

2021

• 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
• 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
  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
  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 (Basel)
  Vitenskapelig artikkel

2020

• 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
  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
  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
  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
  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
  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
• 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
• 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
  Vitenskapelig artikkel

2019

• 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
• 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
  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
  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
  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
  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
  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
  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
  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
  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
  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
  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
  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
  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
  Vitenskapelig artikkel

2018

• Wang, Congcong; Alaya Cheikh, Faouzi; Kaaniche, Mounir; Elle, Ole Jacob. (2018) Liver surface reconstruction for image guided surgery. Progress in Biomedical Optics and Imaging
  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
  Vitenskapelig artikkel
• Bolkar, Sabri; Wang, Congcong; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (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.
  Vitenskapelig kapittel
• Wang, Congcong; Alaya Cheikh, Faouzi; Kaaniche, Mounir; Beghdadi, Azeddine; Elle, Ole Jacob. (2018) Variational based smoke removal in laparoscopic images. Biomedical engineering online
  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)
  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
• Alaya Cheikh, Faouzi. (2018) Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination. IEEE Transactions on Medical Imaging
  Vitenskapelig artikkel

2017

• 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
  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.
  Vitenskapelig kapittel
• 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
• 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
  Vitenskapelig artikkel
• 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.
  Vitenskapelig kapittel
• 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.
  Vitenskapelig kapittel
• 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
  Vitenskapelig artikkel

2016

• 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.
  Vitenskapelig kapittel
• 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
  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)
  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.
  Vitenskapelig kapittel
• Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2016) On the performance of 3D just noticeable difference models.
  Vitenskapelig kapittel
• 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
  Vitenskapelig artikkel
• Ullah, Mohib; Alaya Cheikh, Faouzi; Imran, Ali Shariq. (2016) HoG Based Real-Time Multi-Target Tracking in Bayesian Framework.
  Vitenskapelig kapittel

2015

• Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2015) Neural networks based visual attention model for surveillance videos. Neurocomputing
  Vitenskapelig artikkel
• Sdiri, Bilel; Alaya Cheikh, Faouzi; Dragusha, Kushtrim; Beghdadi, Azeddine. (2015) Comparative study of endoscopic image enhancement techniques.
  Vitenskapelig kapittel
• Bylappa Raja, Kiran; Raghavendra, Rachamandra; Alaya Cheikh, Faouzi; Busch, Christoph. (2015) Evaluation of Fusion Approaches for Face Recognition using Light Field Cameras.
  Vitenskapelig kapittel
• Hachicha, Walid; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2015) Efficient inter-view bit allocation methods for stereo image coding. IEEE transactions on multimedia
  Vitenskapelig artikkel
• Gueye, Limamou; Yildirim, Sule; Alaya Cheikh, Faouzi; Balasingham, Ilangko. (2015) Automatic detection of colonoscopic anomalies using capsule endoscopy.
  Vitenskapelig kapittel

2014

• Hachicha, Walid; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2014) Optimized Residual Image For Stereo Image Coding.
  Vitenskapelig kapittel
• Imran, Ali Shariq; Siakidis, Christos; Alaya Cheikh, Faouzi; Kowalski, Stewart. (2014) 3-Dimensional Tag Clouds for Multimedia Driven Pedagogical Platforms.
  Vitenskapelig kapittel
• Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yildirim, Sule. (2014) Objective Keyword Selection For Lecture Video Annotation.
  Vitenskapelig kapittel
• Wang, Congcong; Palomar, Rafael; Alaya Cheikh, Faouzi. (2014) Stereo Video Analysis For Instrument Tracking In Laparoscopic Surgery.
  Vitenskapelig kapittel
• Imran, Ali Shariq; Alaya Cheikh, Faouzi; Kowalski, Stewart. (2014) Media annotations in hyperlinked pedagogical platforms.
  Vitenskapelig kapittel

2013

• Alaya Cheikh, Faouzi. (2013) 4th European Workshop on Visual Information Processing (EUVIP); June 10-12, 2013, Paris, France. IEEE (Institute of Electrical and Electronics Engineers)
  Antologi
• Hachicha, Walid; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2013) Stereo image quality assessment using a binocular just noticable difference model.
  Vitenskapelig kapittel
• Bylappa Raja, Kiran; Raghavendra, Rachamandra; Alaya Cheikh, Faouzi; Yang, Bian; Busch, Christoph. (2013) Robust iris recognition using light-field camera.
  Vitenskapelig kapittel
• Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2013) Semantic Keyword Selection for Automatic Video Annotation.
  Vitenskapelig kapittel

2012

• Imran, Ali Shariq; Moreno, Alejandro; Alaya Cheikh, Faouzi. (2012) Exploiting Visual Cues in Non-Scripted Lecture Videos for Multi-modal Action Recognition.
  Vitenskapelig kapittel
• Imran, Ali Shariq; Chanda, Sukalpa; Alaya Cheikh, Faouzi; Franke, Katrin; Pal, Umapada. (2012) Cursive Handwritten Segmentation and Recognition for Instructional Videos.
  Vitenskapelig kapittel
• Torres Ochoa, Victor Manuel; Yayilgan, Sule Yildirim; Alaya Cheikh, Faouzi. (2012) Adult video content detection using Machine Learning Techniques.
  Vitenskapelig kapittel
• Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Multimedia Learning Objects Framework for E-Learning.
  Vitenskapelig kapittel
• Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Lecture content classification tool.
  Vitenskapelig kapittel
• 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)
  Vitenskapelig artikkel
• Guraya, Fahad Fazal Elahi; Medina, Victor; Alaya Cheikh, Faouzi. (2012) Visual attention based surveillance videos compression.
  Vitenskapelig kapittel
• Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2012) Semantic Tags for Lecture Videos.
  Vitenskapelig kapittel
• 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

2011

• Derawi, Mohammad; Ali, Hazem Othman; Alaya Cheikh, Faouzi. (2011) Gait Recognition using Time-of-Flight Sensor.
  Vitenskapelig kapittel
• Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2011) Blackboard content classification for lecture videos.
  Vitenskapelig kapittel
• 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.
  Vitenskapelig kapittel
• Saha, Sajib Kumar; Rudakova, Victoria; Alaya Cheikh, Faouzi. (2011) Collaborative Cameras for Multi-target Tracking using Color Based Particle Filter and Object Contour.
  Vitenskapelig kapittel
• 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.
  Vitenskapelig kapittel
• Yubing, Tong; Alaya Cheikh, Faouzi; Guraya, Fahad Fazal Elahi; Konik, Hubert; Tremeau, Alain. (2011) A Spatiotemporal Saliency Model for Video Surveillance. Cognitive Computation
  Vitenskapelig artikkel
• Rudakova, Victoria; Saha, Sajib; Alaya Cheikh, Faouzi. (2011) Multiple Collaborative Cameras for Multi-Target Tracking Using Color-Based Particle Filter and Contour Information.
  Vitenskapelig kapittel

2010

• 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
  Vitenskapelig artikkel
• Sharma, Puneet; Nilsen, Jan Harald; Skramstad, Torbjørn; Alaya Cheikh, Faouzi. (2010) Evaluation of Geometric Depth Estimation Model for Virtual Environment.
  Vitenskapelig kapittel
• Cao, Guanqun; Alaya Cheikh, Faouzi. (2010) Salient region detection with opponent color boosting.
  Vitenskapelig kapittel
• Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi; Tremeau, Alain; Tong, Yubing; Konik, Hubert. (2010) Predictive Saliency Maps for Surveillance Videos.
  Vitenskapelig kapittel
• 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.
  Vitenskapelig kapittel
• Tong, Yubing; Konik, Hubert; Alaya Cheikh, Faouzi; Guraya, Fahad Fazal Elahi; Tremeau, Alain. (2010) Multi-Feature Based Visual Saliency Detection in Surveillance Video.
  Vitenskapelig kapittel
• Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2010) Blind Image Quality Metric For Blackboard Lecture Images. European Signal Processing Conference
  Vitenskapelig artikkel
• 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.
  Vitenskapelig kapittel
• 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.
  Vitenskapelig kapittel
• Cao, Guanqun; Alaya Cheikh, Faouzi. (2010) Salient region detection with opponent color boosting.
  Vitenskapelig kapittel
• Imran, Ali Shariq; Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2010) A visual attention based reference free perceptual quality metric.
  Vitenskapelig kapittel

2009

• Sharma, Puneet; Alaya Cheikh, Faouzi; Hardeberg, Jon Yngve. (2009) Face saliency in various human visual saliency models.
  Vitenskapelig kapittel
• Guraya, Fahad Fazal Elahi; Bayle, Pierre-Yves; Alaya Cheikh, Faouzi. (2009) People Tracking via a Modified CAMSHIFT Algorithm.
  Vitenskapelig kapittel