2023
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[TPAMI23a]
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
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[TPAMI23b]
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
pdf project website -
[TPAMI23c]
Coarse-to-fine disentangling demoireing framework for recaptured screen images
Ce Wang, Bin He, Shengsen Wu, Renjie Wan, Boxin Shi, and Ling-Yu Duan
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[IJCV23]
Deblurring low-light images with events
Chu Zhou, Minggui Teng, Jin Han, Jinxiu Liang, Chao Xu, Gang Cao, and Boxin Shi
pdf project website -
[TIP23]
Polarization guided HDR reconstruction via pixel-wise depolarization
Chu Zhou, Yufei Han, Minggui Teng, Jin Han, Si Li, Chao Xu, and Boxin Shi
pdf project website -
[CVPR23a]
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
pdf project website video -
[CVPR23b]
All-in-focus imaging from event focal stack
Hanyue Lou, Minggui Teng, Yixin Yang, and Boxin Shi
pdf project website video -
[CVPR23c]
Learning event guided high dynamic range video reconstruction
Yixin Yang, Jin Han, Jinxiu Liang, Imari Sato, and Boxin Shi
pdf project website video -
[CVPR23d]
Occlusion-free scene recovery via neural radiance fields
Chengxuan Zhu, Renjie Wan, Yunkai Tang, and Boxin Shi
pdf project website video -
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[CVPR23g]
High-fidelity event-radiance recovery via transient event frequency
Jin Han, Yuta Asano, Boxin Shi, Yinqiang Zheng, and Imari Sato
pdf project website -
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[AAAI23]
Polarization-aware low-light image enhancement
Chu Zhou, Minggui Teng, Youwei Lyu, Si Li, Chao Xu, and Boxin Shi
pdf project website
2022
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[TPAMI22a]
Physics-guided reflection separation from a pair of unpolarized and polarized images
Youwei Lyu, Zhaopeng Cui, Si Li, Marc Pollefeys, and Boxin Shi
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[TPAMI22b]
Benchmarking single-image reflection removal algorithms
Renjie Wan, Boxin Shi, Haoliang Li, Yuchen Hong, Ling-Yu Duan, and Alex C. Kot
pdf project website -
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[Engineering22]
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
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[TVCG22]
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
pdf project website -
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[ECCV22a]
Estimating spatially-varying lighting in urban scenes with disentangled representation
Jiajun Tang, Yongjie Zhu, Haoyu Wang, Jun Hoong Chan, Si Li, and Boxin Shi
pdf project website -
[ECCV22b]
CT^2: Colorization transformer via color tokens
Shuchen Weng, Jimeng Sun, Yu Li, Si Li, and Boxin Shi
pdf project website -
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[ECCV22d]
NEST: Neural event stack for event-based image enhancement
Minggui Teng, Chu Zhou, Hanyue Lou, and Boxin Shi
pdf project website -
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[ECCV22f]
Real-time intermediate flow estimation for video frame interpolation
Zhewei Huang, Tianyuan Zhang, Wen Heng, Boxin Shi, and Shuchang Zhou
pdf project website -
[ECCV22g]
L-CoDer: Language-based colorization with color-object decoupling transformer
Zheng Chang, Shuchen Weng, Yu Li, Si Li, and Boxin Shi
pdf project website -
[ECCV22h]
Bilateral normal integration
Xu Cao, Hiroaki Santo, Boxin Shi, Fumio Okura, and Yasuyuki Matsushita
pdf project website -
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[CVPR22a]
EvUnroll: Neuromorphic events based rolling shutter image correction
Xinyu Zhou, Peiqi Duan, Yi Ma, and Boxin Shi
pdf project website -
[CVPR22b]
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
pdf project website -
[CVPR22c]
UniCoRN: A unified conditional image repainting network
Jimeng Sun, Shuchen Weng, Zheng Chang, Si Li, and Boxin Shi
pdf project website -
[CVPR22d]
Optical flow estimation for spiking camera
Liwen Hu, Rui Zhao, Ziluo Ding, Lei Ma, Boxin Shi, Ruiqin Xiong, and Tiejun Huang
pdf project website -
[AAAI22]
L-CoDe: Language-based colorization using color-object decoupled conditions
Shuchen Weng, Hao Wu, Zheng Chang, Jiajun Tang, Si Li, and Boxin Shi
pdf project website
2021
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[TPAMI21a]
Hybrid face reflectance, illumination, and shape from a single image
Yongjie Zhu, Chen Li, Si Li, Boxin Shi, and Yu-Wing Tai
pdf video -
[TPAMI21b]
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
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[TPAMI21c]
Patch-based uncalibrated photometric stereo under natural illumination
Heng Guo, Zhipeng Mo, Boxin Shi, Feng Lu, Sai-Kit Yeung, Ping Tan, and Yasuyuki Matsushita
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[NeurIPS21]
Learning to dehaze with polarization
Chu Zhou, Minggui Teng, Yufei Han, Chao Xu, and Boxin Shi
pdf project website -
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[CVPR21a]
EventZoom: Learning to denoise and super resolve neuromorphic events
Peiqi Duan, Zihao W. Wang, Xinyu Zhou, Yi Ma, and Boxin Shi
pdf project website -
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2020
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[BookChapter]
Recent progress in shape from polarization (Advances in Photometric 3D-Reconstruction, Chapter 6)
Boxin Shi, Jinfa Yang, Jinwei Chen, Ruihua Zhang, and Rui Chen
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[TPAMI20a]
Ambiguity-free radiometric calibration for Internet photo collections
Zhipeng Mo, Boxin Shi, Sai-Kit Yeung, and Yasuyuki Matsushita
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[TPAMI20b]
Deep photometric stereo networks for determining surface normal and reflectances
Hiroaki Santo, Masaki Samejima, Yusuke Sugano, Boxin Shi, and Yasuyuki Matsushita
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[TPAMI20c]
Deep photometric stereo for non-Lambertian surfaces
Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, and Kwan-Yee K. Wong
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[TPAMI20d]
Optimizing latent distributions for non-adversarial generative networks
Tianyu Guo, Chang Xu, Boxin Shi, Chao Xu, and Dacheng Tao
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[TIP20]
Multi-view photometric stereo: A robust solution and benchmark dataset for spatially varying isotropic materials
Min Li, Zhenglong Zhou, Zhe Wu, Boxin Shi, Changyu Diao, and Ping Tan
pdf project website -
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[NeurIPS20a]
UnModNet: Learning to unwrap a modulo image for high dynamic range imaging
Chu Zhou, Hang Zhao, Jin Han, Chang Xu, Chao Xu, Tiejun Huang, and Boxin Shi
pdf project website -
[NeurIPS20b]
GPS-Net: Graph-based photometric stereo network
Zhuokun Yao, Kun Li, Ying Fu, Haofeng Hu, and Boxin Shi
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[NeurIPS20c]
Group contextual encoding for 3D point clouds
Xu Liu, Chengtao Li, Jian Wang, Jingbo Wang, Boxin Shi, and Xiaodong He
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[ECCV20a]
Conditional image repainting via semantic bridge and piecewise value function
Shuchen Weng, Wenbo Li, Dawei Li, Hongxia Jin, and Boxin Shi
pdf project website -
[ECCV20b]
Deep shape from polarization
Yunhao Ba, Alex Ross Gilbert, Franklin Wang, Jinfa Yang, Rui Chen, Yiqin Wang, Lei Yan, Boxin Shi, and Achuta Kadambi
pdf project website -
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[ECCV20d]
What is learned in deep uncalibrated photometric stereo?
Guanying Chen, Michael Waechter, Boxin Shi, Kwan-Yee Kenneth Wong, and Yasuyuki Matsushita
pdf project website -
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[CVPR20b]
Joint filtering of intensity images and neuromorphic events for high-resolution noise robust imaging
Zihao Wang, Peiqi Duan, Oliver Cossairt, Aggelos Katsaggelos, Tiejun Huang, and Boxin Shi
pdf project website -
[CVPR20c]
MISC: Multi-condition injection and spatially-adaptive compositing for conditional person rendering
Shuchen Weng, Wenbo Li, Dawei Li, Hongxia Jin, and Boxin Shi
pdf project website -
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[CVPR20g]
DIST: Rendering deep implicit signed distance function with differentiable sphere tracing
Shaohui Liu, Yinda Zhang, Songyou Peng, Boxin Shi, Marc Pollefeys, and Zhaopeng Cui
pdf project website -
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2019
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[TPAMI19a]
A benchmark dataset and evaluation for non-Lambertian and uncalibrated photometric stereo
Boxin Shi, Zhipeng Mo, Zhe Wu, Dinglong Duan, Sai-Kit Yeung, and Ping Tan
pdf project website -
[TPAMI19b]
A microfacet-based model for photometric stereo with general isotropic reflectance
Lixiong Chen, Yinqiang Zheng, Boxin Shi, Art Subpa-Asa, and Imari Sato
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[TPAMI19c]
CoRRN:Cooperative reflection removal network
Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Ah-Hwee Tan, and Alex C. Kot
pdf project website -
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[NeurIPS19a]
Learning from bad data via generation
Tianyu Guo, Chang Xu, Boxin Shi, Chao Xu, and Dacheng Tao
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[NeurIPS19b]
Reflection separation using a pair of unpolarized and polarized images
Youwei Lyu, Zhaopeng Cui, Si Li, Marc Pollefeys, and Boxin Shi
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[CVPR19]
Self-calibrating deep photometric stereo networks
Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, and Kwan-Yee K. Wong
pdf project website -
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