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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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A CNN-based framework for estimation of root length, diameter, and color from in situ minirhizotron images
Khoroshevsky, F., Zhou, K., Bar-Hillel, A., Hadar, O., Rachmilevitch, S., Ephrath, J. E., Lazarovitch, N. & Edan, Y., 1 Dec 2024, In: Computers and Electronics in Agriculture. 227, 109457.Research output: Contribution to journal › Article › peer-review
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A Novel Approach using Degradation Representation for Remote Sensing Image Super-resolution in Real-world Scenarios
Mishra, D. & Hadar, O., 1 Jan 2024, 2024 IEEE Space, Aerospace and Defence Conference, SPACE 2024. Institute of Electrical and Electronics Engineers, p. 132-135 4 p. (2024 IEEE Space, Aerospace and Defence Conference, SPACE 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A novel technique for image steganography based on maximum energy seam
Shmueli, R., Mishra, D., Shmueli, T. & Hadar, O., 1 Aug 2024, In: Multimedia Tools and Applications. 83, 28, p. 70907-70920 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Automatic Root Length Estimation from Images Acquired In Situ without Segmentation
Khoroshevsky, F., Zhou, K., Chemweno, S., Edan, Y., Bar-Hillel, A., Hadar, O., Rewald, B., Baykalov, P., Ephrath, J. E. & Lazarovitch, N., 1 Jan 2024, In: Plant Phenomics. 6, 0132.Research output: Contribution to journal › Review article › peer-review
Open Access3 Scopus citations -
Enhancing Resilience: Redundancy Reduction for Object Detection in Adversarial Conditions
Agarwal, S., Birman, R. & Hadar, O., 1 Jan 2024, 2024 IEEE Space, Aerospace and Defence Conference, SPACE 2024. Institute of Electrical and Electronics Engineers, p. 580-583 4 p. (2024 IEEE Space, Aerospace and Defence Conference, SPACE 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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HyperSR: A Hypernetwork Based Framework for Image Super-Resolution
Mishra, D., Finkelstein, O. & Hadar, O., 1 Jan 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers, (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Accelerating Neural Style-Transfer Using Contrastive Learning for Unsupervised Satellite Image Super-Resolution
Mishra, D. & Hadar, O., 1 Jan 2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, 4705014.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
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
1 Scopus citations -
Automative Video Compression for Remote Driving via Safety Considerations
Peled, D., Shmilovici, A. & Hadar, O., 1 Jan 2023, 2023 IEEE Conference on Standards for Communications and Networking, CSCN 2023. Institute of Electrical and Electronics Engineers, p. 54-58 5 p. (2023 IEEE Conference on Standards for Communications and Networking, CSCN 2023).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
6 Scopus citations