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Research Highlights

In top venues

TPAMI × 26, IJCV × 8, TIP × 7, TOG × 1, CVPR × 62, ICCV × 13, ECCV × 17, ICCP × 2, NeurIPS × 14, ICML × 1, MM × 4, AAAI × 11

Complete list

Refer to Google Scholar and DBLP for more updated information.

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2025

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[IJCV25] Self-supervised shutter unrolling with events

Mingyuan Lin, Yangguang Wang, Xiang Zhang, Boxin Shi, Wen Yang, Chu He, Gui-song Xia, and Lei Yu

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[CVPR25a] VIRES: Video instance repainting via sketch and text guided generation

Shuchen Weng, Haojie Zheng, Peixuan Zhang, Yuchen Hong, Han Jiang, Si Li, and Boxin Shi

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[CVPR25b] PhyS-EdiT: Physics-aware semantic image editing with text description

Ziqi Cai, Shuchen Weng, Yifei Xia, and Boxin Shi

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[CVPR25c] SpecTRe-GS: Modeling highly specular surfaces with reflected nearby objects by tracing rays in 3D gaussian splatting

Jiajun Tang, Fan Fei, Zhihao Li, Xiao Tang, Shiyong Liu, Youyu Chen, Binxiao Huang, Zhenyu Chen, Xiaofei Wu, and Boxin Shi

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[CVPR25d] Unified reconstruction of static and dynamic scenes from events

Qiyao Gao, Peiqi Duan, Hanyue Lou, Minggui Teng, Ziqi Cai, Xu Chen, and Boxin Shi

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[CVPR25e] EventPSR: Surface normal and reflectance estimation from photometric stereo using an event camera

Bohan Yu, Jin Han, Boxin Shi, and Imari Sato

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[CVPR25f] Active hyperspectral imaging using an event camera

Bohan Yu, Jinxiu Liang, Zhuofeng Wang, Bin Fan, Art Subpa-asa, Boxin Shi, and Imari Sato

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[CVPR25g] PIDSR: Complementary polarized image demosaicing and super-resolution

Shuangfan Zhou, Chu Zhou, Youwei Lyu, Heng Guo, Zhanyu Ma, Boxin Shi, and Imari Sato

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[AAAI25a] PlaNet: Learning to mitigate atmospheric turbulence in planetary images

Yifei Xia, Chu Zhou, Chengxuan Zhu, Chao Xu, and Boxin Shi

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[AAAI25b] Polarization guided mask-free shadow removal

Chu Zhou, Chao Xu, and Boxin Shi

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[AAAI25c] Zero-Shot Low-Light Image Enhancement via Latent Diffusion Models

Yan Huang, Xiaoshan Liao, Jinxiu Liang, Yuhui Quan, Boxin Shi, and Yong Xu

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2024

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[TPAMI24a] EvHandPose: Event-based 3D hand pose estimation with sparse supervision

Jianping Jiang, Jiahe Li, Baowen Zhang, Xiaoming Deng, and Boxin Shi

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[TPAMI24b] Deep learning methods for calibrated photometric stereo and beyond

Yakun Ju, Kin-Man Lam, Wuyuan Xie, Huiyu Zhou, Junyu Dong, and Boxin Shi

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[TPAMI24c] Hybrid all-in-focus imaging from neuromorphic focal stack

Minggui Teng, Hanyue Lou, Yixin Yang, Tiejun Huang, and Boxin Shi

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[IJCV24] Light flickering guided reflection removal

Yuchen Hong, Yakun Chang, Jinxiu Liang, Lei Ma, Tiejun Huang, and Boxin Shi

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[TIP24] Unified Video Reconstruction for Rolling Shutter and Global Shutter Cameras

Bin Fan, Zhexiong Wan, Boxin Shi, Chao Xu, and Yuchao Dai

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[TCSVT24a] Self-supervised learning for rolling shutter temporal super-resolution

Bin Fan, Ying Guo, Yuchao Dai, Chao Xu, and Boxin Shi

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[TCSVT24b] Detail-preserving diffusion models for low-light image enhancement

Yan Huang, Xiaoshan Liao, Jinxiu Liang, Boxin Shi, Yong Xu, and Patrick Le Callet

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[NeurIPS24a] Spatio-temporal interactive learning for efficient image reconstruction of spiking cameras

Bin Fan, Jiaoyang Yin, Yuchao Dai, Chao Xu, Tiejun Huang, and Boxin Shi

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[NeurIPS24b] Zero-shot event-intensity asymmetric stereo via visual prompting from image domain

Hanyue Lou, Jinxiu Liang, Minggui Teng, Bin Fan, Yong Xu, and Boxin Shi

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[NeurIPS24c] Quality-improved and property-preserved polarimetric imaging via complementarily fusing

Chu Zhou, Yixing Liu, Chao Xu, and Boxin Shi

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[NeurIPS24d] SfPUEL: Shape from polarization under unknown environment light

Youwei Lyu, Heng Guo, Kailong Zhang, Si Li, and Boxin Shi

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[MM24] Color4E: Event demosaicing for full-color event guided image deblurring

Yi Ma, Peiqi Duan, Yuchen Hong, Chu Zhou, Yu Zhang, Jimmy Ren, and Boxin Shi

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[ECCV24a] L-DiffER: Single image reflection removal with language-based diffusion model

Yuchen Hong, Haofeng Zhong, Shuchen Weng, Jinxiu Liang, and Boxin Shi

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[ECCV24b] Real-data-driven 2000 FPS color video from mosaicked chromatic spikes

Siqi Yang, Zhaojun Huang, Yakun Chang, Bin Fan, Zhaofei Yu, and Boxin Shi

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[ECCV24c] Imaging interiors: An implicit solution to electromagnetic inverse scattering problems

Ziyuan Luo, Boxin Shi, Haoliang Li, and Renjie Wan

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[CVPR24a] EventPS: Real-time photometric stereo using an event camera

Bohan Yu, Jieji Ren, Jin Han, Feishi Wang, Jinxiu Liang, and Boxin Shi

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[CVPR24b] EvDiG: Event-guided direct and global components separation

Xinyu Zhou, Peiqi Duan, Boyu Li, Chu Zhou, Chao Xu, and Boxin Shi

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[CVPR24c] VMINer: Versatile multi-view inverse rendering with near- and far-field light sources

Fan Fei, Jiajun Tang, Ping Tan, and Boxin Shi

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[CVPR24d] Latency correction for event-guided deblurring and frame interpolation

Yixin Yang, Jinxiu Liang, Bohan Yu, Yan Chen, Jimmy S. Ren, and Boxin Shi

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[CVPR24e] Towards HDR and HFR video from rolling-mixed-bit spikings

Yakun Chang, Yeliduosi Xiaokaiti, Yujia Liu, Bin Fan, Zhaojun Huang, Tiejun Huang, and Boxin Shi

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[CVPR24f] Language-guided image reflection separation

Haofeng Zhong, Yuchen Hong, Shuchen Weng, Jinxiu Liang, and Boxin Shi

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