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职业迁徙
个人简介
His research interests are in the field of computer vision and machine learning – ranging from deep learning and graphical models to smart data generation. He has been working on a broad range of applications – such as image editing (e.g. interactive image segmentation, alpha matting, and deconvolution), image matching (e.g. large displacement Scene Flow), scene understanding (e.g. 6D object pose estimation), Bio-Imaging (e.g. cell tracking). He has published over 150 articles (current H-index 60) at international conferences and journals. He won awards at BMVC ’16, ACCV ’14, CVPR ’13, BMVC ’12, ACCV ’10, CHI ’07, CVPR ’05, and Indian Conference on Computer Vision ’10. He was awarded the DAGM Olympus prize in 2009. He has co-developed two Microsoft products, GrabCut for Office 2010 and AutoCollage. He also co-authored a book on Markov Random Fields in Computer Vision and Image Processing. He serves as area chair for major conferences and he has been associated editor for T-PAMI.
研究兴趣
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Proceedings of the AAAI Conference on Artificial Intelligenceno. 6 (2024): 5252-5260
arxiv(2023)
CVPR Workshopspp.2785-2794, (2023)
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CoRR (2023)
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