黄兵姚

2026-01-08 17:53 作者: 审核: 浏览:次

黄兵姚 - 西南大学个人主页

黄兵姚

博士 · 副教授

黄兵姚  
部门
计算机科学系
邮箱
bhuang AT swu DOT edu DOT cn
个人主页
bingyaohuang.github.io  
研究方向
空间增强现实(SAR)、计算机视觉、生物医学图像。  

个人简介

黄兵姚,博士、副教授。分别于2013年获得同济大学电气工程及其自动化专业学士学位,于2015年获得美国罗文大学(Rowan University)电气与计算机工程专业硕士学位(导师:唐瑛) ,于2021年获得美国纽约州立大学石溪分校(Stony Brook University)计算机科学专业博士学位(导师:凌海滨)。2021年9月加入西南大学计算机与信息科学学院。主要研究领域为增强现实/虚拟现实(AR/VR)、计算机视觉、生物医学图像。聚焦人工智能与AR/VR/MR交叉研究,特别是空间增强现实(Spatial Augmented Reality, SAR)中的物理建模、计算摄影、表征学习和可微分渲染。研究成果主要发表于IEEE TPAMI, IEEE TVCG, IEEE TASE, CVPR, ICCV, IEEE VR, ISMAR, AAAI等著名期刊与会议。授权美国发明专利1项。获IEEE VR 2021 (CCF-A) 最佳期刊论文奖(Best Journal Paper Award)、IEEE VR 2026 (CCF-A) 最佳论文奖(Best Paper Award)。 主持国家自然科学基金青年基金项目、重庆市留学人员回国创业创新支持计划(创新类-优秀资助)。担任中国图像图形学会(CSIG)虚拟现实专委会委员、入选第四批重庆市学术技术带头人及后备人选(计算机科学与技术)。担任IEEE VR 2027 Associate Program Chair,IEEE  VR 2025-2027和ISMAR 2026 Program Committee Member。

荣誉与获奖

[1] IEEE VR  2021 (CCF-A) 最佳期刊论文奖(Best Journal Paper Award)

[2] IEEE VR  2026 (CCF-A) 最佳论文奖(Best Paper Award)

[3] 2023 年第十四届蓝桥杯“元境杯”优秀指导教师

[4] 西南大学民主党派先进个人(2024-2026学年度)

论文

✉ 通讯作者;# 同等贡献。

代表论文

[1] Bingyao Huang, Haibin  Ling DeProCams: Simultaneous Relighting, Compensation and Shape  Reconstruction for Projector-Camera Systems CCF-A IEEE Transactions on  Visualization and Computer Graphics (TVCG), 2021. Also in IEEE Conference on  Virtual Reality and 3D User Interfaces (IEEE VR), 2021. (IEEE VR 2021最佳期刊论文奖).           Paper           Paper (arXiv)           Project           Code           Supplementary (Google Drive)

[2] Haibo Li,  Qingyue Deng, Jijiang Li, Haibin Ling, Bingyao Huang✉ Setup-Independent Full Projector  Compensation CCF-A IEEE Transactions on Visualization and Computer Graphics  (TVCG), 2026. Also in IEEE Conference on Virtual Reality and 3D User  Interfaces (IEEE  VR), 2026. (IEEE VR 2026最佳论文奖).           Paper           Paper (arXiv)           Project           Code

[3] Bingyao Huang, Tao  Sun, Haibin Ling End-to-end Full Projector Compensation CCF-A IEEE  Transactions on Pattern Analysis and Machine Intelligence (TPAMI).  2022. (IF= 24.314)           Paper           Paper (arXiv)           Project           Code           Supplementary (Google Drive)

[4] Bingyao Huang, Haibin  Ling End-to-end Projector Photometric Compensation CCF-A IEEE/CVF Conference  on Computer Vision and Pattern Recognition (CVPR). 2019. (oral, 5.6%接收率)           Paper           Paper (arXiv)           Project           Code           Supplementary

论文列表

2026

[5] Jiyu Han,  Qingyue Deng, Bingyao Huang✉ VIPA:  View-Invariant Projector-Based Adversarial Attack CCF-A IEEE Transactions on  Visualization and Computer Graphics (TVCG), 2026. Also in IEEE International  Symposium on Mixed and Augmented Reality (ISMAR), 2026. (In press).           Project           Code

[6] Zimo Cao,  Yuchen Deng, Haibin Ling, Bingyao Huang✉ ProCap: Projection-Aware Captioning for Spatial Augmented  Reality CCF-A IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2026.           Paper           Paper (arXiv)           Project           Code

[7] Yuxi  Wang, Haibin Ling✉, Bingyao Huang✉ DiffPC: Diffusion-Based Projector Photometric  Compensation CCF-A IEEE  Transactions on Visualization and Computer Graphics (TVCG), 2026. Also in IEEE Conference on  Virtual Reality and 3D User Interfaces (IEEE VR), 2026.           Paper           Paper (arXiv)           Code

[8] Xin Dong,  Jiacheng Fu, Yue Li, Wenming Weng, Yueyi Zhang, Bingyao Huang, Zhiwei Xiong E2SL:  Efficient Depth Sensing from Event-based Structured Light CCF-A IEEE Transactions on  Visualization and Computer Graphics (TVCG), 2026. Also in IEEE Conference on  Virtual Reality and 3D User Interfaces (IEEE VR), 2026.           Paper           Project           Code

[9] He Gao,  Qiaokun Liu, Xiao Chen, Rongzhu Zhou, Shanzhong Zhang, Junting Li, Yinhua  Zhou, Suxing Fu, Chengjiang He, Tonghan Wu, Siyu Duan, Jia Xu, Luo Lei, Jian  Su, Qiming Wang, Zhaofang Han, Chaowei Zhou✉, Bingyao Huang✉, Haiping Liu✉ Non-Invasive Early Sex Identification of Hybrid Sturgeon (Huso Dauricus♀ × Acipenser Schrenckii♂) Based on Multi-View Images 中科院一区 Aquaculture. 2026.           Paper

[10] Pingshun  Zhang, Enyu Che, Yinan Chen, Bingyao Huang, Haibin Ling, Jingwei Qu Mixture of Cluster-guided  Experts for Retrieval-Augmented Label Placement CCF-A IEEE Transactions on  Visualization and Computer Graphics (TVCG), 2026. Also in IEEE Visualization Conference (IEEE VIS). 2025.           Paper           Paper (PDF)           Project           Code

2025

[11] Qingyue  Deng, Jijiang Li, Haibin Ling, Bingyao Huang✉ GS-ProCams: Gaussian Splatting-Based Projector-Camera  Systems CCF-A IEEE  Transactions on Visualization and Computer Graphics (TVCG), 2025. Also in IEEE International  Symposium on Mixed and Augmented Reality (ISMAR), 2025.           Paper           Paper (arXiv)           Project           Code

[12] Yue Guo,  Haoxiang Liao, Haibin Ling, Bingyao Huang✉ NeuroPump: Simultaneous Geometric and Color Rectification  for Underwater Images CCF-A ACM Multimedia Conference (ACM MM), 2025.           Paper           Paper (arXiv)           Project           Code           Supplementary (PDF)

[13] Jijiang  Li, Qingyue Deng, Haibin Ling, Bingyao Huang✉ DPCS: Path Tracing-based Differentiable Projector-Camera  Systems CCF-A IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025. Also in IEEE Conference on Virtual  Reality and 3D User Interfaces (IEEE VR), 2025.           Paper           Paper (arXiv)           Project           Code

[14] Yuchen  Deng, Haibin Ling, Bingyao Huang✉ LAPIG: Language Guided Projector Image Generation with  Surface Adaptation and Stylization CCF-A IEEE Transactions on Visualization and  Computer Graphics (TVCG), 2025.  Also in IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2025.           Paper           Paper (arXiv)           Project           Code

[15] He Gao,  Suxing Fu, Meng Xing, Yinhua Zhou, Tonghan Wu, Xiao Chen, Chengjiang He,  Qiaokun Liu, Haixu Liu, Luo Lei, Shijun Xiao, Fei Liu, Yan Zhou, Jian Su,  Chaowei Zhou, Bingyao Huang, Haiping  Liu A High-Throughput Phenome-Based Analysis of Morphological Variation and  Environmental Adaptation in Extremely High-Altitude Schizothoracine Fishes 中科院一区 Water  Biology and Security: 100381. 2025.           Paper

[16] Jiacheng  Liu, Bohan Chen, Weichao Song, Fangfei Ye, Haibin Ling, Bingyao Huang✉ A Mixed Reality Framework  for Acupoint Therapy Teaching: Localization, Practice and Evaluation IEEE  International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2025.           Paper

[17] Weichao  Song, Bingyao Huang✉ Ray-based  Multiscale Spherical Grid for Egocentric Viewing IEEE Conference on  Virtual Reality and 3D User Interfaces Abstracts and Workshops (IEEE VRW), 2025.           Paper

[18] Shipeng  Jiang, Jingwei Qu, Bingyao Huang✉ MAD-paint: Mask-Aware Diffusion Sampling for Image  Inpainting CCF-B International Conference on Multimedia Retrieval (ICMR), 2025.           Paper           Paper (PDF)           Code

[19] Zhan Li#,  Mingyu Zhao#,Xin Dong, Haibin Ling, Bingyao Huang✉ CAPAA: Classifier-Agnostic  Projector-Based Adversarial Attack CCF-B IEEE International Conference on  Multimedia and Expo (ICME), 2025.           Paper           Paper (arXiv)           Code

[20] Mingjie  Chen, Bingyao Huang✉ Real-Time  High-Resolution Projector Compensation CCF-B IEEE International Conference on  Multimedia and Expo (ICME), 2025.           Paper           Code

2024

[21] Yuxi Wang,  Haibin Ling, Bingyao Huang✉ ViComp: Video Compensation for  Projector-Camera Systems CCF-A IEEE Transactions on Visualization and Computer  Graphics (TVCG). 2024. Also in IEEE Conference on Virtual  Reality and 3D User Interfaces (IEEE VR), 2024.           Paper           Code

2023

[22] Xin Dong,  Haibin Ling, Bingyao Huang✉ Adaptive Color Structured Light for  Calibration and Shape Reconstruction CCF-B IEEE International Symposium on  Mixed and Augmented Reality (ISMAR), 2023.           Paper           Paper (Google Drive)           Project           Code           Supplementary (Google Drive)

[23] Yuxi Wang,  Haibin Ling, Bingyao Huang✉ CompenHR: Efficient Full Compensation for  High-resolution Projector CCF-A IEEE Conference on Virtual Reality and 3D User  Interfaces (VR). 2023.           Paper (arXiv)           Paper           Paper (PDF)           Project           Code           Supplementary (Google Drive)

2022

[24] Bingyao Huang, Haibin  Ling SPAA: Stealthy Projector-Based Adversarial Attacks on Deep Image  Classifiers CCF-A IEEE Conference on Virtual Reality and 3D User Interfaces  (VR). 2022: 534-542.           Paper           Paper (arXiv)           Code           Supplementary (Dropbox)

[25] Ruyi Lian, Bingyao Huang, Liguo Wang, Qun Liu, Yuewei Lin, Haibin Ling End-to-end  orientation estimation from 2D cryo-EM images Acta Crystallographica  Section D - Structural Biology, 2022.           Paper

2021

[26] Bingyao Huang, Ruyi  Lian, Dimitris Samaras, Haibin Ling Modeling Deep Learning Based Privacy  Attacks on Physical Mail CCF-A AAAI Conference on Artificial Intelligence (AAAI).  2021.           Paper           Paper (arXiv)           Code           Supplementary (Google Drive)

[27] Bingyao Huang, Ying  Tang, Samed Ozdemir, Haibin Ling A Fast and Flexible Projector-Camera  Calibration System CCF-B IEEE Transactions on Automation Science and  Engineering (TASE). 2021.           Paper           Project           Code

2019

[28] Bingyao Huang, Haibin  Ling CompenNet++: End-to-end Full Projector Compensation CCF-A IEEE/CVF  International Conference on Computer Vision (ICCV). 2019.           Paper           Paper (arXiv)           Project           Code           Supplementary

2018

[29] Bingyao Huang, Samed  Ozdemir, Ying Tang, Chunyuan Liao, Haibin Ling A Single-shot-per-pose  Camera-Projector Calibration System for Imperfect Planar Targets IEEE  International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct).  2018.           Paper           Paper (arXiv)           Project           Code

专利

[1] Ying Tang, Bingyao Huang. Use of spatially structured light for dynamic three dimensional reconstruction and reality augmentation. U.S. Patent No. 9,626,568. 18 Apr 2017.

教学情况

承担本科计算机科学与技术专业《计算机视觉》、《机器视觉与行业大数据》课程、专业硕士《学术道德与论文写作》课程

指导学生科研与获奖情况

仅选列通讯作者✉论文

研究生

论文

[1] 李海波(2023软件工程), 邓清月(2023电子信息), 李计江(2024计算机科学与技术), Haibin Ling, Bingyao Huang✉ Setup-Independent Full Projector Compensation CCF-A IEEE Transactions on Visualization and Computer Graphics (TVCG), 2026. Also in IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2026. (IEEE VR 2026最佳论文奖)           Paper           Paper (arXiv)           Project           Code

[2] 邓清月(2023电子信息), 李计江(2024计算机科学与技术), Haibin Ling, Bingyao Huang✉ GS-ProCams: Gaussian Splatting-Based Projector-Camera Systems CCF-A IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025. Also in IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2025.           Paper           Paper (arXiv)           Project           Code

[3] 李计江(2024计算机科学与技术), 邓清月(2023电子信息), Haibin Ling, Bingyao Huang✉ DPCS: Path Tracing-Based Differentiable Projector-Camera Systems CCF-A IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025. Also in IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2025.           Paper           Paper (arXiv)           Project           Code

[4] 高贺(2023动物学博士生), 刘乔坤(2024电子信息), Xiao Chen, Rongzhu Zhou, Shanzhong Zhang, Junting Li, Yinhua Zhou, Suxing Fu, Chengjiang He, Tonghan Wu, Siyu Duan, Jia Xu, Luo Lei, Jian Su, Qiming Wang, Zhaofang Han, Chaowei Zhou✉, Bingyao Huang✉, Haiping Liu✉ Non-Invasive Early Sex Identification of Hybrid Sturgeon (Huso Dauricus♀ × Acipenser Schrenckii♂) Based on Multi-View Images 中科院一区 Aquaculture, 2026.           Paper

[5] 陈明杰(2022计算机科学与技术), Bingyao Huang✉ Real-Time High-Resolution Projector Compensation CCF-B IEEE International Conference on Multimedia and Expo (ICME), 2025.           Paper           Code

[6] 蒋士鹏(2022电子信息), Jingwei Qu, Bingyao Huang✉ MAD-Paint: Mask-Aware Diffusion Sampling for Image Inpainting CCF-B ACM International Conference on Multimedia Retrieval (ICMR), 2025.           Paper           Paper (PDF)           Code

本科生

论文

[1] 韩济羽(西南大学2023级计算机科学与技术), 邓清月, Bingyao Huang✉ VIPA: View-Invariant Projector-Based Adversarial Attack CCF-A IEEE Transactions on Visualization and Computer Graphics (TVCG), 2026. Also in IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2026. (In press).           Project           Code

[2] 曹子墨(西南大学2024级软件工程), 邓宇宸(西南大学2023级网络工程), Haibin Ling, Bingyao Huang✉ ProCap: Projection-Aware Captioning for Spatial Augmented Reality CCF-A IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2026.           Paper           Paper (arXiv)           Project           Code

[3] 郭月(西南大学2021级袁隆平班), 廖浩翔(西南大学2020级计算机科学与技术), Haibin Ling, Bingyao Huang✉ NeuroPump: Simultaneous Geometric and Color Rectification for Underwater Images CCF-A ACM Multimedia Conference (ACM MM), 2025.           Paper           Paper (arXiv)           Project           Code           Supplementary (PDF)

[4] 邓宇宸(西南大学2023级网络工程), Haibin Ling, Bingyao Huang✉ LAPIG: Language Guided Projector Image Generation with Surface Adaptation and Stylization CCF-A IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025. Also in IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2025.           Paper           Paper (arXiv)           Project           Code

[5] 李展(西南大学2021级软件工程)#, 赵明宇(中国科学技术大学2020级人工智能)#, 董鑫(西南大学2020级软件工程), Haibin Ling, Bingyao Huang✉ CAPAA: Classifier-Agnostic Projector-Based Adversarial Attack CCF-B IEEE International Conference on Multimedia and Expo (ICME), 2025.           Paper           Paper (arXiv)           Code

[6] 董鑫(西南大学2020级软件工程), Haibin Ling, Bingyao Huang✉ Adaptive Color Structured Light for Calibration and Shape Reconstruction CCF-B IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2023.           Paper           Paper (Google Drive)           Project           Code           Supplementary (Google Drive)

[7] 宋伟超(西南大学2020级软件工程), Bingyao Huang✉ Ray-Based Multiscale Spherical Grid for Egocentric Viewing IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), 2025.           Paper

[8] 刘佳城(西南大学2021级网络工程), Bohan Chen, 宋伟超(西南大学2020级软件工程), Fangfei Ye, Haibin Ling, Bingyao Huang✉ A Mixed Reality Framework for Acupoint Therapy Teaching: Localization, Practice and Evaluation IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2025.           Paper

比赛/项目/获奖

[1] 刘佳城、宋伟超、李婷婷 一针见“穴”——基于AR/MR的针灸穴位自动标定及教学软件2023年第16届中国大学生计算机设计大赛,全国一等奖(VR赛道全国唯一一等奖)

[2] 刘佳城、宋伟超、邵梁铖、岳晴天、陈泊涵 一针见“穴”——智慧中医混合现实交互应用2023年第六届中国虚拟现实大赛(CCVR 2023),全国总决赛一等奖

[3] 刘佳城、赵欣悦、胡继鸿、邓宇宸 一针见“穴”2024年第一届“动感地带AI+高校创智计划”,全国总决赛三等奖、动感地带最佳创意奖、西南赛区一等奖(西南赛区第一)

[4] 刘佳城 基于混合现实的中医穴位治疗教学评价系统2025年西南大学优秀本科毕业论文(设计)

[5] 周顺开 深度引导的单帧结构光三维重建算法研究与系统实现2025年重庆市优秀本科毕业论文(设计)

[6] 解珺皓、刘佳城、赵欣悦、于鸿 基于大语言模型的PICO 4 Ultra混合现实交互式中医穴位治疗教学评价系统2025年国家级创新训练项目

历届毕业生及去向

研究生(截至2026.10.19)

学生 年级专业 深造学校/工作单位 备注
陈明杰 2022 计算机科学与技术 重庆中电自能科技有限公司(国家电投集团子公司)
蒋士鹏 2022 电子信息 深圳市朵拉云科技有限公司 Dota 2全服600名
邓清月 2023 电子信息 西湖大学
李海波 2023 软件工程 成方金融科技有限公司成都分公司(中国人民银行体系金融科技企业)
李计江 2024 计算机科学与技术 西湖大学

本科生(截至2025.5.12)

学生 年级专业 深造学校/工作单位 备注
周顺开 2021 自动化 北京大学 保研(直博)
刘佳城 2021 网络工程 北京大学 保研
何一 2021 计算机科学与技术 清华大学 保研
郭月 2021 袁隆平班 中山大学 保研
曹曼初 2021 自动化 同济大学 考研
李展 2021 软件工程 南加州大学 硕士生
董鑫 2020 软件工程 中国科学技术大学 保研
宋伟超 2020 软件工程 大连理工大学 保研
李计江 2020 计算机科学与技术 西南大学 保研(本组)
刘乔坤 2020 计算机科学与技术 西南大学 保研(本组)
廖润泽 2020 计算机科学与技术 加利福尼亚大学河滨分校 硕士生
廖浩翔 2020 计算机科学与技术 奥克兰大学 硕士生
代羽飞 2020 袁隆平班 西安交通大学 保研
吕剑乔 2020 袁隆平班 重庆大学 保研
赵明宇 中国科学技术大学 2020 人工智能 罗格斯大学 博士生

招生与科研机会

欢迎对计算机视觉、AR/VR/MR、三维视觉与计算成像、视觉隐私与安全等方向感兴趣的学生联系交流。

科研理念: 我希望学生能够享受科研的乐趣,像探索兴趣爱好一样保持好奇心。鼓励自由探索、大胆尝试和独立思考,允许失败,也重视从失败中发现问题、积累经验。重视研究工作的可复现性,鼓励开源代码、共享研究成果。

学生培养: 比起已有的论文、竞赛成绩或科研经历,我更看重好奇心、主动性、扎实的基础和持续投入的意愿。希望学生逐步从学习和复现已有工作,成长为能够独立发现问题、提出想法、设计实验并完成研究的探索者。欢迎有科研热情但暂时缺乏经验的学生参与研究。

联系方式: 有意加入课题组的同学,欢迎通过邮件联系。请简要介绍个人背景、感兴趣的研究方向及相关经历,并附上PDF简历。