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个人简介

施柏鑫,分别于2007年、2010年、2013年从北京邮电大学、北京大学、日本东京大学获得工学学士、工学硕士、博士(信息科学与技术)学位。现任北京大学计算机系数字媒体研究所研究员(“博雅青年学者”)、博士生导师,“相机智能”课题组负责人;北京大学人工智能研究院院长助理。2013至2016年曾先后在麻省理工学院媒体实验室、新加坡科技设计大学、新加坡南洋理工大学从事博士后研究,2016至2017年曾在日本国立产业技术综合研究所人工智能研究中心任研究员。曾获2015年国际计算摄像学大会(ICCP)第二最佳论文。担任国际计算机视觉期刊(IJCV)编委,国际计算机视觉与模式识别会议(CVPR)领域主席。

研究领域

计算摄像学、计算机视觉

近期论文

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MILO: Multi-bounce inverse rendering for indoor scene with light-emitting objects Bohan Yu, Siqi Yang, Xuanning Cui, Siyan Dong, Baoquan Chen, and Boxin Shi Hybrid high dynamic range imaging fusing neuromorphic and conventional images Jin Han, Yixin Yang, Peiqi Duan, Chu Zhou, Lei Ma, Chao Xu, Tiejun Huang, Imari Sato, and Boxin Shi Coarse-to-fine disentangling demoireing framework for recaptured screen images Ce Wang, Bin He, Shengsen Wu, Renjie Wan, Boxin Shi, and Ling-Yu Duan PAR^2Net: End-to-end panoramic image reflection removal Yuchen Hong, Qian Zheng, Lingran Zhao, Xudong Jiang, Alex C. Kot, and Boxin Shi Surface geometry processing: An efficient normal-based detail representation Wuyuan Xie, Miaohui Wang, Di Lin, Boxin Shi, and Jianmin Jiang Shape from polarization with distant lighting estimation Youwei Lyu, Lingran Zhao, Si Li, and Boxin Shi Deblurring low-light images with events Chu Zhou, Minggui Teng, Jin Han, Jinxiu Liang, Chao Xu, Gang Cao, and Boxin Shi Polarization guided HDR reconstruction via pixel-wise depolarization Chu Zhou, Yufei Han, Minggui Teng, Jin Han, Si Li, Chao Xu, and Boxin Shi Non-Lambertian multispectral photometric stereo via spectral reflectance decomposition Jipeng Lv, Heng Guo, Guanying Chen, Jinxiu Liang, and Boxin Shi 1000 FPS HDR video with a spike-RGB hybrid camera Yakun Chang, Chu Zhou, Yuchen Hong, Liwen Hu, Chao Xu, Tiejun Huang, and Boxin Shi All-in-focus imaging from event focal stack Hanyue Lou, Minggui Teng, Yixin Yang, and Boxin Shi Learning event guided high dynamic range video reconstruction Yixin Yang, Jin Han, Jinxiu Liang, Imari Sato, and Boxin Shi Occlusion-free scene recovery via neural radiance fields Chengxuan Zhu, Renjie Wan, Yunkai Tang, and Boxin Shi Complementary intrinsics from neural radiance fields and CNNs for outdoor scene relighting Siqi Yang, Xuanning Cui, Yongjie Zhu, Jiajun Tang, Si Li, Zhaofei Yu, and Boxin Shi L-CoIns: Language-based colorization with instance awareness Zheng Chang, Shuchen Weng, Peixuan Zhang, Yu Li, Si Li, and Boxin Shi High-fidelity event-radiance recovery via transient event frequency Jin Han, Yuta Asano, Boxin Shi, Yinqiang Zheng, and Imari Sato DANI-Net: Uncalibrated photometric stereo by differentiable shadow handling, anisotropic reflectance modeling, and neural inverse rendering Zongrui Li, Qian Zheng, Boxin Shi, Gang Pan, and Xudong Jiang Polarization-aware low-light image enhancement Chu Zhou, Minggui Teng, Youwei Lyu, Si Li, Chao Xu, and Boxin Shi Physics-guided reflection separation from a pair of unpolarized and polarized images Youwei Lyu, Zhaopeng Cui, Si Li, Marc Pollefeys, and Boxin Shi Benchmarking single-image reflection removal algorithms Renjie Wan, Boxin Shi, Haoliang Li, Yuchen Hong, Ling-Yu Duan, and Alex C. Kot Shape and albedo recovery by your phone using stereoscopic flash and no-flash photography Xu Cao, Michael Waechter, Boxin Shi, Ye Gao, Bo Zheng, Fumio Okura, and Yasuyuki Matsushita Multispectral photometric stereo for spatially-varying spectral reflectances Heng Guo, Fumio Okura, Boxin Shi, Takuya Funatomi, Yasuhiro Mukaigawa, and Yasuyuki Matsushita NormAttention-PSN: A high-frequency region enhanced photometric stereo network with normalized attention Yakun Ju, Boxin Shi, Muwei Jian, Lin Qi, and Junyu Dong 1000× faster camera and machine vision with ordinary devices Tiejun Huang, Yajing Zheng, Zhaofei Yu, Rui Chen, Yuan Li, Ruiqin Xiong, Lei Ma, Junwei Zhao, Siwei Dong, Lin Zhu, Jianing Li, Shanshan Jia, Yihua Fu, Boxin Shi, Si Wu, and Yonghong Tian MOUNT: Learning 6DoF motion prediction based on uncertainty estimation for delayed AR rendering Haoran Chen, Lantian Wei, Haomin Liu, Boxin Shi, Guofeng Zhang, and Hongbin Zha Background scene recovery from an image looking through colored glass Ce Wang, Dejia Xu, Renjie Wan, Bin He, Boxin Shi, and Ling-Yu Duan A residual learning approach to deblur and generate high frame rate video with an event camera Haoyu Chen, Minggui Teng, Boxin Shi, Yizhou Wang, and Tiejun Huang Reflection removal with NIR and RGB image feature fusion Yuchen Hong, Youwei Lyu, Si Li, Gang Cao, and Boxin Shi Purifying low-light images via near-infrared enlightened image Renjie Wan, Boxin Shi, Wenhan Yang, Bihan Wen, Ling-Yu Duan, and Alex C. Kot Self-supervised low-light image enhancement using discrepant untrained network priors Jinxiu Liang, Yong Xu, Yuhui Quan, Boxin Shi, and Hui Ji Neural transmitted radiance fields Chengxuan Zhu, Renjie Wan, and Boxin Shi Estimating spatially-varying lighting in urban scenes with disentangled representation Jiajun Tang, Yongjie Zhu, Haoyu Wang, Jun Hoong Chan, Si Li, and Boxin Shi CT^2: Colorization transformer via color tokens Shuchen Weng, Jimeng Sun, Yu Li, Si Li, and Boxin Shi Instance contour adjustment via structure-driven CNN Shuchen Weng, Yi Wei, Ming-Ching Chang, and Boxin Shi NEST: Neural event stack for event-based image enhancement Minggui Teng, Chu Zhou, Hanyue Lou, and Boxin Shi Data association between event streams and intensity frames under diverse baselines Dehao Zhang, Qiankun Ding, Peiqi Duan, Chu Zhou, and Boxin Shi Real-time intermediate flow estimation for video frame interpolation Zhewei Huang, Tianyuan Zhang, Wen Heng, Boxin Shi, and Shuchang Zhou L-CoDer: Language-based colorization with color-object decoupling transformer Zheng Chang, Shuchen Weng, Yu Li, Si Li, and Boxin Shi Bilateral normal integration Xu Cao, Hiroaki Santo, Boxin Shi, Fumio Okura, and Yasuyuki Matsushita AdsCVLR: Commercial visual-linguistic representation modeling in sponsored search Yongjie Zhu, Chunhui Han, Yuefeng Zhan, Bochen Pang, Zhaoju Li, Hao Sun, Si Li, Boxin Shi, Nan Duan, Ruofei Zhang, Liangjie Zhang, Weiwei Deng, and Qi Zhang EvUnroll: Neuromorphic events based rolling shutter image correction Xinyu Zhou, Peiqi Duan, Yi Ma, and Boxin Shi DiLiGenT10^2: A photometric stereo benchmark dataset with controlled shape and material variation Jieji Ren, Feishi Wang, Jiahao Zhang, Qian Zheng, Mingjun Ren, and Boxin Shi UniCoRN: A unified conditional image repainting network Jimeng Sun, Shuchen Weng, Zheng Chang, Si Li, and Boxin Shi Optical flow estimation for spiking camera Liwen Hu, Rui Zhao, Ziluo Ding, Lei Ma, Boxin Shi, Ruiqin Xiong, and Tiejun Huang L-CoDe: Language-based colorization using color-object decoupled conditions Shuchen Weng, Hao Wu, Zheng Chang, Jiajun Tang, Si Li, and Boxin Shi Hybrid face reflectance, illumination, and shape from a single image Yongjie Zhu, Chen Li, Si Li, Boxin Shi, and Yu-Wing Tai Guided Event Filtering: Synergy between intensity images and neuromorphic events for high performance imaging Peiqi Duan, Zihao W. Wang, Boxin Shi, Oliver Cossairt, Tiejun Huang, and Aggelos K. Katsaggelos Patch-based uncalibrated photometric stereo under natural illumination Heng Guo, Zhipeng Mo, Boxin Shi, Feng Lu, Sai-Kit Yeung, Ping Tan, and Yasuyuki Matsushita Reconstructing clear image for high-speed motion scene with a retina-inspired spike camera Jing Zhao, Ruiqin Xiong, Jiyu Xie, Boxin Shi, Zhaofei Yu, Wen Gao, and Tiejun Huang A3-FKG: Attentive attribute-aware fashion knowledge graph for outfit preference prediction Huijing Zhan, Jie Lin, Kenan Emir Ak, Boxin Shi, Ling-Yu Duan, and Alex C. Kot Learning to dehaze with polarization Chu Zhou, Minggui Teng, Yufei Han, Chao Xu, and Boxin Shi EvIntSR-Net: Event guided multiple latent frames reconstruction and super-resolution Jin Han, Yixin Yang, Chu Zhou, Chao Xu, and Boxin Shi EventZoom: Learning to denoise and super resolve neuromorphic events Peiqi Duan, Zihao W. Wang, Xinyu Zhou, Yi Ma, and Boxin Shi Spatially-varying outdoor lighting estimation from intrinsics Yongjie Zhu, Yinda Zhang, Si Li, and Boxin Shi Panoramic image reflection removal Yuchen Hong, Qian Zheng, Lingran Zhao, Xudong Jiang, Alex C. Kot, and Boxin Shi

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