基本信息
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职业迁徙
个人简介
My research interests are computer vision, image processing, and machine learning. Within these areas I focus on:
Machine learning
Object recognition and detection
Privacy preserving face recognition
Illumination insensitive recognition of objects with different materials properties such as matte, specular, transparent and their combinations
Photometric image matching
Event recognition
Refereed Journal Publications:
M. Osadchy, D. Keren, D. Raviv, Recognition Using Hybrid Classifiers IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, No.4, 2016, pp. 759-771 PDF ,Code]
A. Netz and M. Osadchy, Recognition using Specular Highlights, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.35, No.3, 2013, pp.639-652. [project ].
M. Osadchy, R. Kolodny, Maps of protein structure space reveal a fundamental relationship between protein structure and function, Proc. Natl. Acad. Sci., 2011,Vol. 108, No. 30. pp.12301-12306. [PDF,Suppl. Material]
M. Osadchy, D.W. Jacobs, R. Ramamoorthi, D. Tucker, Using Specularities in Comparing 3D Models and 2D Images, CVIU, Vol. 111(3), 2008, pp. 275-294. PDF
M. Osadchy, M. Lindenbaum, D.W. Jacobs, Surface Dependent Representations for Illumination Insensitive Image Comparison, IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 29(1), 2007, pp. 98-111. PDF
M. Osadchy, Y. LeCun, M. Miller, Synergistic Face Detection and Pose Estimation with Energy-Based Models, Journal of Machine Learning Research, Volume 8, 2007, pp.1197 – 1215. PDF
M. Osadchy and D. Keren, Efficient Detection under Varying Illumination Conditions and Image Plane Rotations, Computer Vision and Image Understanding, Volume 93, Issue 3, March 2004, pp. 245-259.
M. Osadchy and D. Keren, A Rejection-Based Method for Event Detection in Video, IEEE Trans. on circuits and systems for video technology, Volume 14, Issue 4, April 2004, pp. 534-541.
D. Keren M. Osadchy and C. Gotsman, Anti-Faces: A novel, fast method for image detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, No. 7, July 2001, pp. 747-761.
D. Keren and M. Osadchy, Restoring subsampled color images, Machine Vision and Applications, Vol. 11, issue 4, 1999, pp.197-202.
研究兴趣
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IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2024): 655-670
CoRR (2023)
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Sensors (Basel, Switzerland)no. 12 (2023): 5585-5585
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