Homepage: Arjun Jain
Research Interests

  • Deep learning for computer vision

Publications

  • R. Dabral, A. Mundhada, U. Kusupati, S. Afaque, A. Sharma, A. Jain, "Learning 3D Human Pose from Structure and Motion", in proceedings of European Conference on Computer Vision (ECCV 2018), Munich, September 2018.
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  • R. Mitra, N. Doiphode, U. Gautam, S. Narayan, S. Ahmed, S. Chandran, A. Jain, "A Large Dataset for Improving Patch Matching" in (arXiv e-prints 2017).
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  • R. Mitra, J. Zhang, S. Narayan, S. Ahmed, S. Chandran, A. Jain, "Improved Descriptors for Patch Matching and Reconstruction" in proceedings of ICCV Workshop on Compact and Efficient Feature Representation and Learning (CEFRL) (ICCV Workshop 2017), Venice, October 2017.
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  • Theano Development Team, "Theano: A Python framework for fast computation of mathematical expressions" in (arXiv e-prints), 2016.
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  • A. Elhayek, E. Aguiar, A. Jain, J. Tompson, L. Pishchulin, M. Andriluka, C. Bregler, B. Schiele and C.Theobalt, "MARCOnI - ConvNet-based MARker-less Motion Capture in Outdoor and Indoor Scenes" in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2016), 2016.
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  • A. Jain, C. Chen, T. Thormählen, D. Metaxas, H.-P. Seidel, "Multi-Layer Stencil Creation from Images" in Computers & Graphics (C & G 2015), January 2015.
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  • A. Elhayek, E. Aguiar, A. Jain, J. Tompson, L. Pishchulin, M. Andriluka, C. Bregler, B. Schiele C. Theobalt, "Efficient ConvNet-based Marker-less Motion Capture in General Scenes with a Low Number of Cameras", in proceedings of Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston, June 2015.
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  • J. Tompson, R. Goroshin, A. Jain, Y. LeCun, C. Bregler, "Efficient Object Localization Using Convolutional Networks", in proceedings of Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston, June 2015.
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  • A. Jain, J. Tompson, Y. LeCun, C. Bregler, "Modeep: A Deep Learning Framework Using Motion Features for Human Pose Estimation" in proceedings of Asian Conference on Computer Vision (ACCV 2014), Singapore, November 2014.
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  • J. Tompson, A. Jain, Y. LeCun, C. Bregler, "Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation" in proceedings of Neural Information Processing Systems (NIPS 2014), Montreal, Canada, December 2014.
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  • A. Jain, J. Tompson, M. Andriluka, G. W. Taylor, C. Bregler, "Learning Human Pose Estimation Features with Convolutional Networks" in proceedings of International Conference on Learning Representations 2014 (ICLR 2014), Banff, Canada, April 2014.
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  • A. Jain, T. Thormählen, T. Ritschel, and H.-P. Seidel, "Material Memex: Automatic Material Suggestions for 3D Objects" in ACM Transactions on Graphics (TOG), ACM SIGGRAPH Asia 2012 papers (SIGGRAPH Asia 2012), Singapore, December 2012.
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  • L. Pishchulin, A. Jain, M. Andriluka, T. Thormählen and B. Schiele, "Articulated People Detection and Pose Estimation: Reshaping the Future" in IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2012), Rhode Island, USA, 2012.
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  • A. Jain, T. Thormählen, T. Ritschel, H.-P. Seidel, Exploring Shape Variations by 3D-Model Decomposition and Part-based Recombination, Comput. Graph. Forum, Volume 31, Issue 2, (Eurographics 2012),(accepted) Cagliari, Italy, (2012).
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  • L. Pishchulin, A. Jain, C. Wojek, T. Thormählen and B. Schiele, In Good Shape: Robust People Detection based on Appearance and Shape in 22nd British Machine Vision Conference (BMVC 2011), Dundee, UK, (2011) (Oral).
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  • L. Pishchulin, A. Jain, C.Wojek, M. Andriluka, T. Thormählen, and B. Schiele, Learning people detection models from few training samples in IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2011), Colorado Springs, USA, 2011.
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  • A. Jain, T. Thormählen, H.-P. Seidel, and C. Theobalt, "MovieReshape: Tracking and Reshaping of Humans in Videos" in ACM Transactions on Graphics (TOG), ACM SIGGRAPH Asia 2010 papers, Volume 29, Issue 5 (SIGGRAPH Asia 2010), Seoul, South Korea, December 2010.
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  • A. Jain, C. Kurz, T. Thormählen, H.-P. Seidel, "Exploiting Global Connectivity Constraints for Reconstruction of 3D Line Segment from Images" in IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2010), San Francisco, California, June 2010.
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  • L. Ballan, M. Bertini, A. Del Bimbo, and A. Jain (alphabatical order), "Automatic Trademark Detection and Recognition in Sport Videos," in Proc. of IEEE Int.l Conference on Multimedia & Expo (ICME 2008) , Hannover, Germany, 2008.
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  • L. Ballan, M. Bertini, and A. Jain (alphabatical order), "A System for Automatic Detection and Recognition of Advertising Trademarks in Sports Videos," in Proc. of ACM Int.l Conference on Multimedia (MM 2008), Vancouver, BC, Canada, 2008.
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    Teaching
    Patents

    • Computer-implemented method and apparatus for tracking and reshaping a human shaped figure in a digital world video US9191579 B2

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  • Arjun Jain
    Research Interests
    Publications
    Teaching
    Recent Positions
    Education
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