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Research Highlights

In top venues

TPAMI × 26, IJCV × 7, TIP × 7, TOG × 1, CVPR × 55, 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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[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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[CVPR24g] NB-GTR: Narrow-band guided turbulence removal

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

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[CVPR24h] Complementing event streams and RGB frames for hand mesh reconstruction

Jianping Jiang, Xinyu Zhou, Bingxuan Wang, Xiaoming Deng, Chao Xu, and Boxin Shi

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[CVPR24i] Neural underwater scene representation

Yunkai Tang, Chengxuan Zhu, Renjie Wan, Chao Xu, and Boxin Shi

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[CVPR24j] DiLiGenRT: A photometric stereo dataset with quantified roughness and translucency

Heng Guo, Jieji Ren, Feishi Wang, Boxin Shi, Mingjun Ren, and Yasuyuki Matsushita

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[CVPR24k] Real-time 3D-aware portrait video relighting

Ziqi Cai, Kaiwen Jiang, Shu-Yu Chen, Yu-Kun Lai, Hongbo Fu, Boxin Shi, and Lin Gao

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[CVPR24l] NeRSP: Neural 3D reconstruction for reflective objects with sparse polarized images

Yufei Han, Heng Guo, Koki Fukai, Hiroaki Santo, Boxin Shi, Fumio Okura, Zhanyu Ma, and Yunpeng Jia

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[CVPR24m] Spin-UP: Spin light for natural light uncalibrated photometric stereo

Zongrui Li, Zhan Lu, Haojie Yan, Boxin Shi, Gang Pan, Qian Zheng, and Xudong Jiang

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[AAAI24a] Colorizing monochromatic radiance fields

Yean Cheng, Renjie Wan, Shuchen Weng, Chengxuan Zhu, Yakun Chang, and Boxin Shi

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