About
Bingyao Huang is currently a Professor of College of Computer and Information Science, Southwest University, China. He received B.S. from Tongji University, China, in 2013, and M.S. from Rowan University, USA, in 2015, and Ph.D. from Stony Brook University, USA, in 2021. His research interests include computer vision, augmented/virtual reality, computational photography, and medical image analysis. His work has been published in several top journals and conferences including IEEE TPAMI, IEEE TVCG, CVPR, ICCV and AAAI. He received the Best Journal Paper Award at IEEE VR (2021).
News
- 2022-01: SPAA, a system to fool image classifiers using stealthy projector light accepted by IEEE VR 2022.
- 2021-09: Joined Southwest University, China.
- 2021-05: Got my Ph.D. from Stony Brook University. Sincere thanks to my family, advisor, committee, collaborators and friends, this Ph.D. journey would not be so joyous without their support.
- 2021-04: DeProCams received the Best Journal Paper Award at IEEE VR 2021.
- 2021-01: DeProCams (Deep Projector-Camera Systems) accepted by IEEE VR 2021/TVCG.
- 2021-01: CompenNeSt++, a system for projector compensation accepted by PAMI.
Selected Publications
A full list of publications can be found at Google Scholar. Please see my research projects/code on GitHub.
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SPAA: Stealthy Projector-based Adversarial Attacks on Deep Image Classifiers Bingyao Huang and Haibin Ling IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2022 (accepted) [supplementary] |
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End-to-end orientation estimation from 2D cryo-EM images Ruyi Lian, Bingyao Huang, Liguo Wang, Qun Liu, Yuewei Lin, Haibin Ling Acta Crystallographica Section D - Structural Biology, 2022 (accepted). |
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DeProCams: Simultaneous Relighting, Compensation and Shape Reconstruction for Projector-Camera Systems Bingyao Huang and Haibin Ling IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 also in IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR) (Best Journal Paper Award) [code], [supplementary], [slides], [video] |
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Modeling Deep Learning Based Privacy Attacks on Physical Mail Bingyao Huang, Ruyi Lian, Dimitris Samaras, and Haibin Ling Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2021 [code], [supplementary] |
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End-to-end Full Projector Compensation Bingyao Huang, Tao Sun and Haibin Ling IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2021 Some preliminary results appear in CVPR 2019 and ICCV 2019. [code], [supplementary] |
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A Fast and Flexible Projector-Camera Calibration System Bingyao Huang, Ying Tang, Samed Ozdemir and Haibin Ling IEEE Transactions on Automation Science and Engineering (T-ASE), 2020 [code], [video] |
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CompenNet++: End-to-end Full Projector Compensation Bingyao Huang and Haibin Ling IEEE International Conference on Computer Vision (ICCV), 2019 [code], [supplementary] |
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End-to-end Projector Photometric Compensation Bingyao Huang and Haibin Ling IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (oral), 2019 [code], [supplementary] |
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A Single-shot-per-pose Camera-Projector Calibration System for Imperfect Planar Targets Bingyao Huang, Samed Ozdemir, Ying Tang, Chunyuan Liao and Haibin Ling IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2018 [code] |
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Fast 3D Reconstruction Using One-shot Spatial Structured Light Bingyao Huang and Ying Tang IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2014 [code] |