Camera Intelligence

Research Highlights

In top venues

TPAMI × 37, IJCV × 10, TIP × 7, TOG × 1, CVPR × 70, ICCV × 23, ECCV × 17, ICCP × 2, NeurIPS × 18, ICML × 1, MM × 5, AAAI × 11

Complete list

Refer to Google Scholar and DBLP for more updated information.

Card View

2026

[TPAMI26a] Coded event focal stack for continuous refocusing in dynamic scene

Minggui Teng, Suhang Xuan, Zhiang Yan, Hanyue Lou, Boyu Li, Bin Fan, and Boxin Shi

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[TPAMI26b] Towards a unified complementary fusion framework for robust polarimetric imaging

Chu Zhou, Yixing Liu, Minggui Teng, Chao Xu, Boxin Shi, and Imari Sato

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[TPAMI26c] Visual-in-visual: A unified and efficient baseline for image restoration

Yuning Cui, Wenqi Ren, Boxin Shi, and Alois Knoll

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[CVPR26a] 240FPS stereo vision from monocular mixed spikes

Yeliduosi Xiaokaiti, Yakun Chang, Yang Bai, Zhaojun Huang, Peiqi Duan, and Boxin Shi

[CVPR26b] HFR and HDR video from multi-attenuated spikes using a rapidly rotating SpokeND filter

Yakun Chang, Zhaojun Huang, Siqi Yang, Yeliduosi Xiaokaiti, Shikui Wei, Yao Zhao, Tiejun Huang, and Boxin Shi

[CVPR26c] AE2VID: Event-based video reconstruction via aperture modulation

Chenxu Bai, Boyu Li, Peiqi Duan, Xinyu Zhou, Hanyue Lou, and Boxin Shi

[CVPR26d] Lighting-grounded video generation with renderer-based agent reasoning

Ziqi Cai, Taoyu Yang, Zheng Chang, Si Li, Han Jiang, Shuchen Weng, and Boxin Shi

[CVPR26e] Audio-sync video instance editing with granularity-aware mask refiner

Haojie Zheng, Shuchen Weng, Jingqi Liu, Siqi Yang, Boxin Shi, and Xinlong Wang

[CVPR26f] STAGE: Storyboard-anchored generation for cinematic multi-shot narrative

Peixuan Zhang, Zijian Jia, Kaiqi Liu, Shuchen Weng, Si Li, and Boxin Shi

[CVPR26g] TRIDENT: A trimodal cascade generative framework for drug and RNA-conditioned cellular morphology synthesis

Rui Peng, Ziru Liu, Lingyuan Ye, Yuxing Lu, Boxin Shi, and Jinzhuo Wang

[CVPR26h] Texvent: Asynchronous event data simulation via text prompt

Ruofei Wang, Peiqi Duan, Ka Chun Cheung, Simon See, Boxin Shi, and Renjie Wan

[3DV26] Event-based multi-range radiance separation and 3D reconstruction via line-scan pseudo-square illumination

Ryuji Hashimoto, Yuta Asano, Shin Ishihara, Bohan Yu, Chu Zhou, Boxin Shi, and Imari Sato

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[ICLR26] Light of normals: Unified feature representation for universal photometric stereo

Houyuan Chen, Hong Li, Chongjie Ye, Zhaoxi Chen, Bohan Li, Shaocong Xu, Xianda Guo, Xuhui Liu, Yikai Wang, Baochang Zhang, Satoshi Ikehata, Boxin Shi, Anyi Rao, and Hao Zhao

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2025

[TPAMI25a] OpenCIR: Conditional image repainting with open condition mixture

Shuchen Weng, Xiaocheng Gong, Haojie Zheng, Xinlong Wang, Si Li, and Boxin Shi

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[TPAMI25b] Reconstructing satellites in 3D from amateur telescope images

Zhiming Chang, Boyang Liu, Yifei Xia, Youming Guo, Boxin Shi, and He Sun

PDF Website

[TPAMI25c] EventAid: Benchmarking event-aided image/video enhancement algorithms with real-captured hybrid dataset

Peiqi Duan, Boyu Li, Yixin Yang, Hanyue Lou, Minggui Teng, Xinyu Zhou, Yi Ma, and Boxin Shi

PDF Supplementary Website

[TPAMI25d] Revisiting one-stage deep uncalibrated photometric stereo via fourier embedding

Yakun Ju, Boxin Shi, Bihan Wen, Kin-Man Lam, Xudong Jiang, and Alex C. Kot

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[TPAMI25e] Revisiting supervised learning-based photometric stereo networks

Xiaoyao Wei, Zongrui Li, Binjie Ding, Boxin Shi, Xudong Jiang, Gang Pan, Yanlong Cao, and Qian Zheng

PDF Website

[TPAMI25f] The NeRF signature: Codebook-aided watermarking for neural radiance fields

Ziyuan Luo, Anderson Rocha, Boxin Shi, Qing Guo, Haoliang Li, and Renjie Wan

PDF Website

[TPAMI25g] Efficient 3D surface super-resolution via normal-based multimodal restoration

Miaohui Wang, Yunheng Liu, Wuyuan Xie, Boxin Shi, and Jianmin Jiang

PDF Website

[TPAMI25h] Towards deeper emotional reflection: Crafting affective image filters with generative priors

Peixuan Zhang, Shuchen Weng, Jiajun Tang, Si Li, and Boxin Shi

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[IJCV25a] Learning to deblur polarized images

Chu Zhou, Minggui Teng, Xinyu Zhou, Chao Xu, Imari Sato, and Boxin Shi

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[IJCV25b] Self-supervised shutter unrolling with events

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

PDF Website

[IJCV25c] Affective image editing: Shaping emotional factors via text descriptions

Peixuan Zhang, Shuchen Weng, Chengxuan Zhu, Binghao Tang, Zijian Jia, Si Li, and Boxin Shi

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[AIS25] Gellight: Illumination design, modeling, and optimization for camera-based tactile sensor

Jieji Ren, Wenxin Du, Yueshi Dong, Ningbin Zhang, Heng Guo, Boxin Shi, Jiang Zou, and Guoying Gu

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[TCSVT25] SweepEvGS: Event-based 3D gaussian splatting for macro and micro radiance field rendering from a single sweep

Jingqian Wu, Shuo Zhu, Chutian Wang, Boxin Shi, and Edmund Y. Lam

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[NeurIPS25a] V2V: Scaling event-based vision through efficient video-to-voxel simulation

Hanyue Lou, Jinxiu Liang, Minggui Teng, Yi Wang, and Boxin Shi

PDF Website

[NeurIPS25b] Dense metric depth estimation via event-based differential focus volume prompting

Boyu Li, Peiqi Duan, Zhaojun Huang, Xinyu Zhou, Yifei Xia, and Boxin Shi

PDF Website

[NeurIPS25c] PanoWan: Lifting diffusion video generation models to 360° with latitude/longitude-aware mechanisms

Yifei Xia, Shuchen Weng, Siqi Yang, Jingqi Liu, Chengxuan Zhu, Minggui Teng, Zijian Jia, Han Jiang, and Boxin Shi

PDF Website

[NeurIPS25d] Audio-sync video generation with multi-stream temporal control

Shuchen Weng, Haojie Zheng, Zheng Chang, Si Li, Boxin Shi, and Xinlong Wang

PDF Website

[MM25] EDeF-Net: Spatio-temporal association network for flicker removal in event streams

Jin Han, Yixin Yang, Zhan Zhan, Boxin Shi, and Imari Sato

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[ICCV25a] Event-based visual vibrometry

Xinyu Zhou, Peiqi Duan, Yeliduosi Xiaokaiti, Chao Xu, and Boxin Shi

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