Vijeta Sharma

Om

Dr. Vijeta Sharma er en forsker innen Høyytelsesdatabehandling og kunstig intelligens (HPC-AI) med over 15 års erfaring innen forskning og utvikling i både industri og akademia. Hun har en mastergrad i datavitenskap og en doktorgrad i konvergensen av kunstig intelligens og høyytelsesdatabehandling (HPC), et område hvor hun fortsetter å bidra mye.

Før hun begynte ved NTNU, jobbet hun i 12 år ved Centre for Development of Advanced Computing (C-DAC) under Ministry of Electronics and Information Technology i India – en banebrytende forskningsorganisasjon bak Indias PARAM-serie med superdatamaskiner. I løpet av sin periode bidro hun til flere strategiske prosjekter for den indiske regjeringen, som spenner over helse, forsvar og National PARAM Supercomputing Facility (NPSF) under National Supercomputing Mission. Hun var sentral i å drive frem benchmarking og banebrytende forskning på AI-applikasjoner på PARAM Siddhi-AI, Indias raskeste og første AI-superdatamaskin.

Hennes banebrytende bidrag ga henne ASWAR-2020, en av Indias mest prestisjefylte forskningspriser fra Department of Science & Technology, Govt. of India, som anerkjenner hennes nyskapende doktorgradsforskning.

Ved NTNU er hun aktivt engasjert i forskning, undervisning og veiledning av bachelor- og masteroppgaver. Hun er dypt involvert i internasjonale samarbeid for forskning, workshops, konferanser og kunnskapsformidling. Hennes kjerneforskningsinteresser spenner over kunstig intelligens, datasyn (bilde- og videobehandling), menneskelig handlingsgjenkjenning, dyp læring, store synsmodeller (LVM), høyytelsesdatabehandling (HPC), innebygd AI og robotikk. Spesielt innen AI på HPC ligger hennes lidenskap i parallellisering av AI-modeller på tvers av akseleratorer som CPU, GPU og TPU – et sentralt tema i hennes forskningsarbeid.

Med sin ekspertise harhun a holdt over 40 inviterte foredrag på internasjonale plattformer. Hun er et aktivt medlem av Women in HPC. Utover teknologi er hun også anerkjent som en kvinnelig leder og mottaker av Global Women Leadership 2022-prisen, som hedrer hennes inspirerende bidrag for kvinner innen vitenskap og lederskap.

Forskning

Intelligent System and Analytics

Publikasjoner

Sharma, Vijeta; Zlamal, Jaro; Mishra, Deepti. (2025) Explainable Embodied AI: A Study Towards Developing Interpretability in Medical Robots, International Conference on Artificial Intelligence and Computer Vision in Medical Domain (AICVMD-2025), Varanasi, India, 17-19 February, 2025, Academic article

Jain, Sanyam; Kappan, Marsha Mariya; Sharma, Vijeta. (2025) Towards Robust Human Action Recognition in Healthcare: Addressing Challenges with Vision-Language Model CLIP and Introducing Class-Specific Noise, International Conference on Artificial Intelligence and Computer Vision in Medical Domain (AICVMD-2025), Varanasi, India, 17-19 February, 2025, Academic article

Zlamal, Jaroslav; Devold-Hagen,Henny-Mari; Sharma, Vijeta. (2025) The Role of AI-Enabled Robotics in Clinical Skills Training: Innovations, Applications, Feasibility Study and Future Outlook, HCII International, Gothenburg, Sweden, 22-27 June 2025 (Accepted), Academic article

Sharma, Vijeta; Mupenda, Numbi, Didier ; Lars Thorvik; Mishra, Deepti. (2025) Robot making human-like actions for social interaction: Going deeper into ROS2 multiprocessing and Kinematics, HCII International, Gothenburg, Sweden, 22-27 June 2025 (Accepted), Academic article

Sharma, Vijeta; Thorvik, Lars; Ahmed Yusuf, Abdirahman; Mishra, Deepti. (2025) From Greeting to Guidance: Exploring Sanbot’s Capabilities for Enhanced Human-Robot interaction at public events, HCII International, Gothenburg, Sweden, 22 - 27 June 2025 (Accepted), Academic article

Jain, Sanyam; Sharma, Vijeta; (2025) Is It Large Enough? A Prompt Learning for Large Multi-Modal Models, 24th International Conference on Artificial Intelligence and Soft Computing, June 22-26, 2025, Zakopane, Poland (Accepted), Academic article

Nida Afroz; Moinak Boral; Vijeta Sharma; Manjari Gupta. (2021) Sentiment Analysis of COVID-19 Nationwide Lockdown Effect in India, International Conference on Artificial Intelligence and Smart Systems (ICAIS), Academic article

Sharma, Vijeta; Kumar Gupta, Gaurav; Gupta, Manjari. (2021) Performance benchmarking of GPU and TPU on Google Colaboratory for Convolutional Neural Network, Applications of Artificial Intelligence in Engineering: Proceedings of First Global Conference on Artificial Intelligence and Applications (GCAIA 2020), Academic article

Vijeta Sharma, Shrinkhala Yadav, Manjari Gupta. (2020) Heart disease prediction using machine learning techniques, 2nd international conference on advances in computing, communication control and networking (ICACCCN), Academic article

2025

Shandilya, Utkarsh; Sharma, Vijeta; Mishra, Deepti. (2025) Human Action Recognition using Mediapipe Holistic Keypoints: A Deep Learning Approach. Communications in Computer and Information Science (CCIS)
Vitenskapelig artikkel
Sharma, Vijeta; Mupenda, Didier Numbi; Thorvik, Lars; Mishra, Deepti. (2025) Edge AI to Edge Robotics: Enhancing Human Pose Estimation with High-Performance TPU Computing. Communications in Computer and Information Science (CCIS)
Vitenskapelig artikkel
Sharma, Vijeta; Mupenda, Didier Numbi; Thorvik, Lars; Mishra, Deepti. (2025) Robot Making Human-Like Actions for Social Interaction: Going Deeper into ROS2 Multiprocessing and Kinematics. Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
Sharma, Vijeta; Thorvik, Lars; Yusuf, Abdirahman Ahmed; Mishra, Deepti. (2025) From Greeting to Guidance: Exploring Sanbot’s Capabilities for Enhanced Human-Robot Interaction at Public Events. Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
Sharma, Vijeta; Mishra, Deepti. (2025) Gesture-Controlled Storytelling Framework with Kinematic Actions on ROS and Google TPU-Based Robotic Platform. Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel

2024

Sharma, Vijeta; Shandilya, Utkarsh; Mishra, Deepti. (2024) Multi-Pose Human Action Recognition Using Deep Learning ConvLSTM. European Workshop on Visual Information Processing
Vitenskapelig artikkel
Sharma, Vijeta; Gupta, Manjari; Kumar, Ajai; Mishra, Deepti. (2024) STAR-3D: A Holistic Approach for Human Activity Recognition in the Classroom Environment. Information
Vitenskapelig artikkel

2022

Sharma, Vijeta; Gupta, Manjari; Pandey, Anil Kumar; Mishra, Deepti; Kumar, Ajai. (2022) A Review of Deep Learning-based Human Activity Recognition on Benchmark Video Datasets. Applied Artificial Intelligence
Vitenskapelig artikkel

2021

Sharma, Vijeta. (2021) A Review of Deep Learning-based Human Activity Recognition on Benchmark Video Datasets. IEEE Access
Vitenskapelig artikkel
Sharma, Vijeta; Gupta, Manjari; Kumar, Ajai; Mishra, Deepti. (2021) Video Processing Using Deep Learning Techniques: A Systematic Literature Review. IEEE Access
Vitenskapelig oversiktsartikkel/review
Sharma, Vijeta; Gupta, Manjari; Kumar, Ajai; Mishra, Deepti. (2021) EduNet: A New Video Dataset for Understanding Human Activity in the Classroom Environment. Sensors
Vitenskapelig artikkel

Tidsskriftspublikasjoner

Shandilya, Utkarsh; Sharma, Vijeta; Mishra, Deepti. (2025) Human Action Recognition using Mediapipe Holistic Keypoints: A Deep Learning Approach. Communications in Computer and Information Science (CCIS)
Vitenskapelig artikkel
Sharma, Vijeta; Mupenda, Didier Numbi; Thorvik, Lars; Mishra, Deepti. (2025) Edge AI to Edge Robotics: Enhancing Human Pose Estimation with High-Performance TPU Computing. Communications in Computer and Information Science (CCIS)
Vitenskapelig artikkel
Sharma, Vijeta; Mupenda, Didier Numbi; Thorvik, Lars; Mishra, Deepti. (2025) Robot Making Human-Like Actions for Social Interaction: Going Deeper into ROS2 Multiprocessing and Kinematics. Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
Sharma, Vijeta; Thorvik, Lars; Yusuf, Abdirahman Ahmed; Mishra, Deepti. (2025) From Greeting to Guidance: Exploring Sanbot’s Capabilities for Enhanced Human-Robot Interaction at Public Events. Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
Sharma, Vijeta; Mishra, Deepti. (2025) Gesture-Controlled Storytelling Framework with Kinematic Actions on ROS and Google TPU-Based Robotic Platform. Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
Sharma, Vijeta; Shandilya, Utkarsh; Mishra, Deepti. (2024) Multi-Pose Human Action Recognition Using Deep Learning ConvLSTM. European Workshop on Visual Information Processing
Vitenskapelig artikkel
Sharma, Vijeta; Gupta, Manjari; Kumar, Ajai; Mishra, Deepti. (2024) STAR-3D: A Holistic Approach for Human Activity Recognition in the Classroom Environment. Information
Vitenskapelig artikkel
Sharma, Vijeta; Gupta, Manjari; Pandey, Anil Kumar; Mishra, Deepti; Kumar, Ajai. (2022) A Review of Deep Learning-based Human Activity Recognition on Benchmark Video Datasets. Applied Artificial Intelligence
Vitenskapelig artikkel
Sharma, Vijeta. (2021) A Review of Deep Learning-based Human Activity Recognition on Benchmark Video Datasets. IEEE Access
Vitenskapelig artikkel
Sharma, Vijeta; Gupta, Manjari; Kumar, Ajai; Mishra, Deepti. (2021) Video Processing Using Deep Learning Techniques: A Systematic Literature Review. IEEE Access
Vitenskapelig oversiktsartikkel/review
Sharma, Vijeta; Gupta, Manjari; Kumar, Ajai; Mishra, Deepti. (2021) EduNet: A New Video Dataset for Understanding Human Activity in the Classroom Environment. Sensors
Vitenskapelig artikkel

Undervisning

Emner

IDG2004 - Informasjonsstrukturer og databaser

IDATG2206 - Computer Vision (guest lecture)
IMT4894 - Advanced Project Work (supervisor)

Supervision

Bachelor Studnets' supervision for Robotics Projects

Mater Thesis and advance project planning supervision - Large Vision Model, AI on HPC

Formidling

Recent Trends of Artificial Intelligence in Healthcare

Inter-disciplinary School of Health Science, SPPU, Pune, India, March 02, 2019

AI for Intelligent Video Analytics

AI Summit 2019, Malta

2024

Programdeltagelse

Pande, Akshara; Gosala, Bethany; Sharma, Vijeta; Rani, Anshul; Mishra, Deepti. (2024) Catch IDI at NTNU Gjøvik. https://tinyurl.com/NTNU-CatchIDI2024-Gjovik https://tinyurl.com/NTNU-CatchIDI2024-Gjovik [Internet] 2024-03-13
Programdeltagelse

Pande, Akshara; Kundu, Shrabanti; Sharma, Vijeta; Rani, Anshul; Omerovic, Aida; Mishra, Deepti. (2024) Researchers' night event organized by Vitensenteret Innlandet. https://www.facebook.com/share/r/16wj5saN3c/ https://www.facebook.com/share/r/16wj5saN3c/ [Internet] 2024-09-27

2023

Programdeltagelse

Bhuthegowda, Bhavana Nachenahalli; Pande, Akshara; Sharma, Vijeta; Mishra, Deepti. (2023) Open day at NTNU Gjøvik. https://www.facebook.com/photo?fbid=727166902777271&set=pcb. https://www.facebook.com/photo?fbid=727166902777271&set=pcb. [Internet] 2023-11-01

Språkvelger

Vijeta Sharma

Vijeta Sharma

Om

Kompetanseord

Forskning

Publikasjoner

2025

2024

2022

2021

Tidsskriftspublikasjoner

Undervisning

Emner

Supervision

Formidling

AI and Robotics in 2025

Large Vision Model Parallelisation on HPC Systems

High-performance computing on Edge TPU

"When Beauty of AI met with the power of HPC”- A story by women Scientist

Convergence of High Performance Computing and AI

Role of Women in Supercomputing

Deep learning for video processing

Recent Trends of Artificial Intelligence in Healthcare

AI for Intelligent Video Analytics

2024

2023