Research output per year
Research output per year
Personal profile
Research interests
The Network Multimedia System (NMS) Laboratory is a research group under the Department of Communication System Engineering at the Ben-Gurion University. The NMS lab is dedicated to understanding visual processes and finding solutions for the outstanding problems in image and video processing and intelligent systems. We offer Masters, Ph.D., Post Doctoral Fellow (PDF) and co-op opportunities and welcome any inquiries.
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Collaborations and top research areas from the last five years
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A Fusion-Based Framework for Unsupervised Single Image Super-Resolution
Mishra, D., Dror, I., Hadar, O., Choukroun, D., Maman, S. & Blumberg, D. G., 1 Jan 2023, Cyber Security, Cryptology, and Machine Learning - 7th International Symposium, CSCML 2023, Proceedings. Dolev, S., Gudes, E. & Paillier, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 85-95 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13914 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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CLSR: Contrastive Learning for Semi-Supervised Remote Sensing Image Super-Resolution
Mishra, D. & Hadar, O., 1 Jan 2023, In: IEEE Geoscience and Remote Sensing Letters. 20, 8001305.Research output: Contribution to journal › Article › peer-review
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Self-FuseNet: Data Free Unsupervised Remote Sensing Image Super-Resolution
Mishra, D. & Hadar, O., 1 Jan 2023, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 16, p. 1710-1727 18 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Using EfficientNet-B7 (CNN), Variational Auto Encoder (VAE) and Siamese Twins’ Networks to Evaluate Human Exercises as Super Objects in a TSSCI Images
Segal, Y., Hadar, O. & Lhotska, L., 1 May 2023, In: Journal of Personalized Medicine. 13, 5, 874.Research output: Contribution to journal › Article › peer-review
Open Access -
Assessing Human Mobility by Constructing a Skeletal Database and Augmenting it Using a Generative Adversarial Network (GAN) Simulator
Segal, Y., Hadar, O. & Lhotska, L., 3 Nov 2022, pHealth 2022 - Proceedings of the 19th International Conference on Wearable Micro and Nano Technologies for Personalized Health. Blobel, B., Yang, B. & Giacomini, M. (eds.). IOS Press BV, p. 97-103 7 p. (Studies in Health Technology and Informatics; vol. 299).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
Constructing a skeleton database and enriching it using a Generative Adversarial Network (GAN) simulator to assess human movement
Segal, Y. & Hadar, O., 1 Jan 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. Institute of Electrical and Electronics Engineers, p. 3226-3229 4 p. (Proceedings - International Conference on Data Engineering; vol. 2022-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
General Architecture for Unsupervised Single-Image Super-Resolution of Single Band Nano-SatelliteBGUSat via Image-specific feature extraction
Mishra, D., Hadar, O., Dror, I., Maman, S., Zagrizak, L., Aspir, L., Choukroun, D., Blumberg, D. G., Geltser, Y., Nisany, O. & Shyriayev, A., 1 Jan 2022, In: Proceedings of the International Astronautical Congress, IAC. 2022-SeptemberResearch output: Contribution to journal › Conference article › peer-review
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Human vs. Automatic Detection of Deepfake Videos Over Noisy Channels
Prasad, S. S., Hadar, O., Vu, T. & Polian, I., 1 Jan 2022, ICME 2022 - IEEE International Conference on Multimedia and Expo 2022, Proceedings. Institute of Electrical and Electronics Engineers, (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Meta Classification Model of Surface Appearance for Small Dataset Using Parallel Processing
Kazoom, R., Birman, R. & Hadar, O., 1 Nov 2022, In: Electronics (Switzerland). 11, 21, 3426.Research output: Contribution to journal › Article › peer-review
Open Access -
Multiple Image Super-Resolution from the BGU SWIR CubeSat Satellite
Dror, I., Mishra, D., Shmueli, R., Blumberg, D., Maman, S., Choukroun, D. & Hadar, O., 1 Jan 2022, Applications of Digital Image Processing XLV. Tescher, A. G. & Ebrahimi, T. (eds.). SPIE, 122260I. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12226).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations