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Kalyan Sunkavalli
I am a Principal Scientist at Adobe Research. I received my Ph.D. from Harvard University in 2012 under the supervision of Hanspeter Pfister. I received my Masters in 2006 from Columbia University where I was advised by Ravi Ramamoorthi. I graduated from the Indian Institute of Technology, Delhi in 2003. |
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MatFormer: A Generative Model for Procedural Materials Paul Guerrero, Miloš Hašan, Kalyan Sunkavalli, Radomír Měch, Tamy Boubekeur, Niloy J. Mitra SIGGRAPH 2022 |
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NeRFusion: Fusing Radiance Fields for Large-Scale Scene Reconstruction Xiaoshuai Zhang, Sai Bi, Kalyan Sunkavalli, Hao Su, Zexiang Xu CVPR 2022 (oral) arxiv | project |
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Point-NeRF: Point-based Neural Radiance Fields Qiangeng Xu, Zexiang Xu, Julien Philip, Sai Bi, Zhixin Shu, Kalyan Sunkavalli, Ulrich Neumann CVPR 2022 (oral) arxiv | project | code |
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PhotoScene: Photorealistic Material and Lighting Transfer for Indoor Scenes Yu-Ying Yeh, Zhengqin Li, Yannick Hold-Geoffroy, Rui Zhu, Zexiang Xu, Miloš Hašan, Kalyan Sunkavalli, Manmohan Chandraker CVPR 2022 paper | project |
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RigNeRF: Fully Controllable Neural 3D Portraits ShahRukh Athar, Zexiang Xu, Kalyan Sunkavalli, Eli Shechtman, Zhixin Shu CVPR 2022 |
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Material Swapping for 3D Scenes using a Learnt Material Similarity Measure Maxine Perroni-Scharf, Kalyan Sunkavalli, Jonathan Eisenmann, Jonathan Eisenmann WiCV Workshop, CVPR 2022 |
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SSH: A Self-Supervised Framework for Image Harmonization Yifan Jiang, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Kalyan Sunkavalli, Simon Chen, Sohrab Amirghodsi, Sarah Kong, Zhangyang Wang ICCV 2021 arxiv | code |
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NeuTex: Neural Texture Mapping for Volumetric Neural Rendering Fanbo Xiang, Zexiang Xu, Miloš Hašan, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Hao Su CVPR 2021 (oral) arxiv | project | code |
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OpenRooms: An Open Framework for Photorealistic Indoor Scene Datasets Zhengqin Li, Ting-Wei Yu, Shen Sang, Sarah Wang, Meng Song, Yuhan Liu, Yu-Ying Yeh, Rui Zhu, Nitesh Gundavarapu Jia Shi, Sai Bi, Zexiang Xu, Hong-Xing Yu, Kalyan Sunkavalli, Miloš Hašan, Ravi Ramamoorthi, Manmohan Chandraker CVPR 2021 (oral) arxiv | project |
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Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments Zhihao Xia, Michaël Gharbi, Federico Perazzi, Kalyan Sunkavalli, Ayan Chakrabarti CVPR 2021 arxiv | project |
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MATch: Differentiable Material Graphs for Procedural Material Capture Liang Shi, Beichen Li, Miloš Hašan, Kalyan Sunkavalli, Radomir Mech, Tamy Boubekeur, Wojciech Matusik SIGGRAPH Asia 2020 project |
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MaterialGAN: Reflectance Capture using a Generative SVBRDF Model Yu Guo, Cameron Smith, Miloš Hašan, Kalyan Sunkavalli, Shuang Zhao SIGGRAPH Asia 2020 arxiv | project |
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Neural Reflectance Fields for Appearance Acquisition Sai Bi*, Zexiang Xu*, Pratul Srinivasan, Ben Mildenhall, Kalyan Sunkavalli, Miloš Hašan, Yannick Hold-Geoffroy, David Kriegman, Ravi Ramamoorthi arxiv |
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Deep Reflectance Volumes: Relightable Reconstructions from Multi-View Photometric Images Sai Bi, Zexiang Xu, Kalyan Sunkavalli, Miloš Hašan, Yannick Hold-Geoffroy, David Kriegman, Ravi Ramamoorthi ECCV 2020 (spotlight) arxiv |
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Single View Metrology in the Wild Rui Zhu, Xingyi Yang, Yannick Hold-Geoffroy, Federico Perazzi, Jonathan Eisenmann, Kalyan Sunkavalli, Manmohan Chandraker ECCV 2020 arxiv | project |
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Deep Multi Depth Panoramas for View Synthesis Kai-En Lin, Zexiang Xu, Ben Mildenhall, Pratul P. Srinivasan, Yannick Hold-Geoffroy, Stephen DiVerdi, Qi Sun, Kalyan Sunkavalli, Ravi Ramamoorthi ECCV 2020 arxiv |
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State of the Art on Neural Rendering Ayush Tewari*, Ohad Fried*, Justus Thies*, Vincent Sitzmann*, Stephen Lombardi, Kalyan Sunkavalli, Ricardo Martin-Brualla, Tomas Simon, Jason Saragih, Matthias Nießner, Rohit Pandey, Sean Fanello, Gordon Wetzstein, Jun-Yan Zhu, Christian Theobalt, Maneesh Agrawala, Eli Shechtman, Dan B. Goldman and Michael Zollhöfer CGF 2020 arxiv | CVPR 2020 Tutorial on Neural Rendering |
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Deep 3D Capture: Geometry and Reflectance from Sparse Multi-View Images Sai Bi, Zexiang Xu, Kalyan Sunkavalli, David Kriegman, Ravi Ramamoorthi CVPR 2020 arxiv | video |
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Basis Prediction Networks for Effective Burst Denoising with Large Kernels Zhihao Xia, Federico Perazzi, Michaël Gharbi, Kalyan Sunkavalli, Ayan Chakrabarti CVPR 2020 arxiv | project |
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Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF from a Single Image Zhengqin Li, Mohammad Shafiei, Ravi Ramamoorthi, Kalyan Sunkavalli, Manmohan Chandraker CVPR 2020 (oral) arxiv | project |
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Learning Monocular Face Reconstruction using Multi-View Supervision Zhixin Shu, Duygu Ceylan, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Dimitris Samaras FG 2020 paper |
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Self-supervised Multi-view Person Association and Its Applications Minh Vo, Ersin Yumer, Kalyan Sunkavalli, Sunil Hadap, Yaser Sheikh, Srinivasa Narasimhan TPAMI 2020 arxiv | project | paper | video |
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Synthetic to Real Translation Via Explicit Image Disentanglement Sai Bi, Kalyan Sunkavalli, Federico Perazzi, Eli Shechtman, Vladimir Kim, Ravi Ramamoorthi ICCV 2019 arxiv | paper | supplementary |
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Deep Parametric Indoor Lighting Estimation Marc-André Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Christian Gagné, Jean-Francois Lalonde ICCV 2019 arxiv | project |
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Deep Single-Image Portrait Relighting Hao Zhou, Sunil Hadap, Kalyan Sunkavalli, David Jacobs ICCV 2019 project |
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Deep View Synthesis from Sparse Photometric Images Zexiang Xu, Sai Bi, Kalyan Sunkavalli, Sunil Hadap, Hao Su, Ravi Ramamoorthi SIGGRAPH 2019 paper | supplementary | video |
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Fast Spatially-Varying Indoor Lighting Estimation Mathieu Garon, Kalyan Sunkavalli, Nathan Carr, Sunil Hadap, Jean-Francois Lalonde CVPR 2019 (oral) arxiv | project | paper | supplementary | data |
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Learning to Separate Multiple Illuminants in a Single Image Zhuo Hui, Ayan Chakrabarti, Kalyan Sunkavalli, Aswin Sankaranarayanan CVPR 2019 arxiv | project | paper | supplementary | video |
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All-Weather Deep Outdoor Lighting Estimation CVPR 2019 Jinsong Zhang, Kalyan Sunkavalli, Yannick Hold-Geoffroy, Sunil Hadap, Jonathan Eisenmann, Jean-Francois Lalonde arxiv | project | paper | supplementary |
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Learning to Reconstruct Shape and Spatially-varying Reflectance from a Single Image Zhengqin Li, Zexiang, Xu, Ravi Ramamoorthi, Kalyan Sunkavalli, Manmohan Chandraker SIGGRAPH Asia 2018 arxiv | project | paper | video |
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Materials for Masses: SVBRDF Acquisition with a Single Mobile Phone Image Zhengqin Li, Kalyan Sunkavalli, Manmohan Chandraker ECCV 2018 (oral) arxiv | paper | supplementary |
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MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics Xinchen Yan, Akash Rastogi, Ruben Villegas, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Ersin Yumer, Honglak Lee ECCV 2018 arxiv | project | paper | code |
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Compositing-aware Image Search Hengshuang Zhao, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Brian Price, Jiaya Jia ECCV 2018 project | paper |
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Deep Image-based Relighting using Optimal Sparse Samples Zexiang Xu, Kalyan Sunkavalli, Sunil Hadap, Ravi Ramamoorthi SIGGRAPH 2018 project | paper | video | code |
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Illuminant Spectra-based Source Separation Using Flash Photography Zhuo Hui, Kalyan Sunkavalli, Sunil Hadap, Aswin C. Sankaranarayanan CVPR 2018 (oral) arxiv | project | paper | video | supplementary | code |
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A Perceptual Measure for Deep Single Image Camera Calibration Yannick Hold-Geoffroy, Kalyan Sunkavalli, Jonathan Eisenmann, Matthew Fisher, Emiliano Gambaretto, Sunil Hadap, Jean-François Lalonde CVPR 2018 arxiv | project | paper | supplementary |
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Fast Video Object Segmentation by Reference-Guided Mask Propagation Seoung Wug Oh, Joon-Young Lee, Kalyan Sunkavalli, Seon Joo Kim CVPR 2018 (spotlight) paper | code |
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Learning to Predict Indoor Illumination from a Single Image Marc-Andre Gardner, Kalyan Sunkavalli, Ersin Yumer, Xiaohui Shen, Emiliano Gambaretto, Christian Gagné, Jean-François Lalonde SIGGRAPH Asia 2017 arxiv | project | paper | supplementary | data |
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Reflectance Capture using Univariate Sampling of BRDFs Zhuo Hui, Kalyan Sunkavalli, Joon-Young Lee, Sunil Hadap, Jian Wang, Aswin C. Sankaranarayanan ICCV 2017 paper | video |
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Scene Parsing with Global Context Embedding Wei-Chih Hung, Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang ICCV 2017 arxiv | code |
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Photometric Stabilization for Fast-forward videos Xuaner Zhang, Joon-Young Lee, Kalyan Sunkavalli, Zhaowen Wang Pacific Graphics 2017 arxiv | paper |
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Nautilus: Recovering Regional Symmetry Transformations for Image Editing Michal Lukáč, Daniel Sýkora, Kalyan Sunkavalli, Eli Shechtman, Ondřej Jamriška, Nathan Carr, Tomáš Pajdla SIGGRAPH 2017 project | paper |
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Portrait Lighting Transfer using a Mass Transport Approach Zhixin Shu, Sunil Hadap, Eli Shechtman, Kalyan Sunkavalli, Sylvain Paris, Dimitris Samaras TOG 2017 project | paper | supplementary |
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Deep Outdoor Illumination Estimation Yannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap, Emiliano Gambaretto, Jean-François Lalonde CVPR 2017 (oral) arxiv | project | paper | supplementary | demo |
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Neural Face Editing with Intrinsic Image Disentangling Zhixin Shu, Ersin Yumer, Sunil Hadap, Kalyan Sunkavalli, Eli Shechtman, Dimitris Samaras CVPR 2017 (oral) arxiv | project | paper |
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Deep Image Harmonization Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang CVPR 2017 arxiv | paper | code and data |
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Consistent Video Filtering for Camera Arrays Nicolas Bonneel, James Tompkin, Deqing Sun, Oliver Wang, Kalyan Sunkavalli, Sylvain Paris, Hanspeter Pfister Eurographics 2017 project | paper | supplementary |
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Single-image RGB Photometric Stereo With Spatially-varying Albedo Ayan Chakrabarti, Kalyan Sunkavalli 3DV 2016 (oral) arxiv | project | paper | code and data |
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Removing Shadows from Images of Documents Steve Bako, Soheil Darabi, Eli Shechtman, Jue Wang, Kalyan Sunkavalli, Pradeep Sen ACCV 2016 project | paper |
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Appearance Harmonization for Single Image Shadow Removal Li-Qian Ma, Jue Wang, Eli Shechtman, Kalyan Sunkavalli, Shi-Min Hu Pacific Graphics 2016 paper |
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Shading-aware Multi-view Stereo Fabian Langguth, Kalyan Sunkavalli, Sunil Hadap, Michael Goesele ECCV 2016 project | paper | supplementary | code |
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Sky is Not the Limit: Semantic-Aware Sky Replacement Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Ming-Hsuan Yang SIGGRAPH 2016 project | paper | supplementary This work was demoed at Adobe MAX 2015 Sneaks as Sky Replace. |
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White Balance under Mixed Illumination using Flash Photography Zhuo Hui, Aswin Sankaranarayanan, Kalyan Sunkavalli, Sunil Hadap ICCP 2016 project | paper | code and data |
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Automatic Content-Aware Color and Tone Stylization Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin, Xiaohui Shen, In So Kweon CVPR 2016 (spotlight) arxiv | paper | data This is the technology behind the Smart Looks feature in Photoshop Elements 14. |
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PatchMatch-based Automatic Lattice Detection for Near-Regular Textures Siying Liu, Tian-Tsong Ng, Kalyan Sunkavalli, Minh Do, Eli Shechtman, Nathan Carr ICCV 2015 paper | supplementary |
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Blind Video Temporal Consistency Nicolas Bonneel, James Tompkin, Kalyan Sunkavalli, Deqing Sun, Sylvain Paris, Hanspeter Pfister SIGGRAPH Asia 2015 project | paper | video |
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High-Quality Hair Modeling from A Single Portrait Photo Mengelei Chai, Linjie Luo, Kalyan Sunkavalli, Nathan Carr, Sunil Hadap, Kun Zhou SIGGRAPH Asia 2015 paper | video This work was demoed at Adobe MAX 2015 Sneaks as 3D Portraits. |
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Smooth Loops for Unconstrained Video Laura Sevilla-Lara, Jonas Wulff, Kalyan Sunkavalli, Eli Shechtman EGSR 2015 project | paper | video |
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Interactive Intrinsic Video Editing Nicolas Bonneel, Kalyan Sunkavalli, James Tompkin, Deqing Sun, Sylvain Paris, Hanspeter Pfister SIGGRAPH Asia 2014 project | paper | video |
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Time-lapse Photometric Stereo and Applications Fangyang Shen, Kalyan Sunkavalli, Nicolas Bonneel, Szymon Rusinkiewicz, Hanspeter Pfister, Xin Tong Pacific Graphics 2014 project | paper |
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Automatic scene inference for 3D object compositing Kevin Karsch, Kalyan Sunkavalli, Sunil Hadap, Nathan Carr, Hailin Jin, Rafael Fonte, Michael Sittig, David Forsyth TOG 2014 project | paper | video | supplementary We demoed our work as part of Adobe MAX 2014 Sneaks. |
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Example-based Video Color Grading Nicolas Bonneel, Kalyan Sunkavalli, Sylvain Paris, Hanspeter Pfister SIGGRAPH 2013 project | paper | video | code Our work was demoed at Adobe MAX 2013 Sneaks. |
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Video Snapshots: Creating High-Quality Images from Video Clips Kalyan Sunkavalli, Neel Joshi, Sing Bing Kang, Michael F. Cohen, Hanspeter Pfister TVCG 2012 project | paper | supplementary |
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Video Face Replacement Kevin Dale, Kalyan Sunkavalli, Micah K. Johnson, Daniel Vlasic, Wojciech Matusik, Hanspeter Pfister SIGGRAPH Asia 2011 project | paper | video Our work was featured in the SIGGRAPH Asia 2011 Technical Papers trailer and has received some press coverage. |
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Visibility Subspaces: Uncalibrated Photometric Stereo with Shadows Kalyan Sunkavalli, Todd Zickler, Hanspeter Pfister ECCV 2010 project | paper | poster | presentation | data |
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Multi-scale Image Harmonization Kalyan Sunkavalli, Micah K. Johnson, Wojciech Matusik, Hanspeter Pfister SIGGRAPH 2010 project | paper | supplementary | presentation | code | data Our work was featured on the inside cover of the Proceedings of SIGGRAPH 2010 and on the highlights of SIGGRAPH 2010. |
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Image Restoration using Online Photo Collections Kevin Dale, Micah K. Johnson, Kalyan Sunkavalli, Wojciech Matusik, Hanspeter Pfister ICCV 2009 project | paper |
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What do color changes reveal about an outdoor scene? Kalyan Sunkavalli, Fabiano Romeiro, Wojciech Matusik, Todd Zickler, Hanspeter Pfister CVPR 2008 (oral) project | paper | video | presentation | data |
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Factored Time-Lapse Video Kalyan Sunkavalli, Wojciech Matusik, Hanspeter Pfister, Szymon Rusinkiewicz SIGGRAPH 2007 project | paper | video | presentation | data |
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Time-Varying BRDFs Bo Sun, Kalyan Sunkavalli, Ravi Ramamoorthi, Peter Belhumeur, Shree Nayar TVCG 2007 project | paper | video | presentation | data |
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First steps toward an electronic field guide for plants Gaurav Agarwal, Peter Belhumeur, Steven Feiner, David Jacobs, W. John Kress, Ravi Ramamoorthi, Norman A. Bourg, Nandan Dixit, Haibin Ling, Dhruv Mahajan, Rusty Russell, Sameer Shirdhonkar, Kalyan Sunkavalli, Sean White Taxon 2006 paper |
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Parsing News Video Using Integrated Audio-video Features S. Kalyan Krishna, Raghav Subbarao, Santanu Chaudhury, Arun Kumar PReMI 2005 paper |