Camera Intelligence

Research Highlights

In top venues

TPAMI × 38, IJCV × 12, TIP × 9, TOG × 2, ACL × 1, CVPR × 70, ICCV × 23, ECCV × 32, ICCP × 2, NeurIPS × 18, ICML × 1, MM × 6, AAAI × 11

Complete list

Refer to Google Scholar and DBLP for the latest 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

PDF

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

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

PDF

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

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

PDF

[TPAMI26d] RefMover: Diffusion-based single image reflection removal with language and region guidance

Zifeng Wang, Yuchen Hong, Tianyi Xu, Haofeng Zhong, Shuchen Weng, Jinxiu Liang, and Boxin Shi

PDF

[IJCV26a] L-VOCAL: Language-based video colorization with audio alignment

Zheng Chang, Shuchen Weng, Huan Ouyang, Yuchen Hong, Lihan Lin, Si Li, and Boxin Shi

PDF

[IJCV26b] UniColorFlow: A unified framework for multimodal-guided video colorization with consistency flow

Chang Zheng, Lihan Lin, Huan Ouyang, Shuchen Weng, Si Li, and Boxin Shi

PDF

[TOG26 (SIGGRAPH Asia)] Event-based shape and reflectance acquisition using the refresh line of a single off-the-shelf display

Zhuofeng Wang, Bohan Yu, Jiayi Zhou, and Boxin Shi

[TIP26a] Dark-EvGS: Event camera as an eye for radiance field in the dark

Jingqian Wu, Peiqi Duan, Zongqiang Wang, Changwei Wang, Boxin Shi, and Edmund Y. Lam

PDF

[TIP26b] CDIR: LoRA-inspired attention for efficient composite degradation image restoration

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

PDF

[TCI26] EvTurb: Event camera guided turbulence removal

Yixing Liu, Minggui Teng, Yifei Xia, Peiqi Duan, and Boxin Shi

PDF Website

[TCSVT26a] Video frame interpolation via asymmetric refinement with the event-based reference

Yuhan Liu, Yongjian Deng, Linghui Fu, Hao Chen, Zhen Yang, Youfu Li, and Boxin Shi

PDF Website

[TCSVT26b] Transformer-inspired convolutional network for image restoration

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

PDF

[SIGGRAPH Asia26] InstructAV2AV: Instruction-guided audio-video joint editing

Haojie Zheng, Yixin Yang, Siqi Yang, Shuchen Weng, and Boxin Shi

[MM26] Fast-rotating panoramic HDR reconstruction from single-second spikes

Yuzhu Tao, Shikui Wei, Lang Nie, Qingwen Li, Bo Li, Boxin Shi, Yao Zhao, and Yakun Chang

PDF

[ECCV26a] Event-based sparse-view background-oriented schlieren tomography

Xinyu Zhou, Shihao Hu, Peiqi Duan, Chao Xu, and Boxin Shi

PDF

[ECCV26b] DualResPS: Dual-resolution photometric stereo using a frame-event hybrid camera

Haotian Zhuang, Bohan Yu, Zhuofeng Wang, and Boxin Shi

PDF

[ECCV26c] EventSpecPS: Photometric stereo with multispectral reflectance using an event camera

Jingqian Wu, Bohan Yu, Jun Hoong Chan, Edmund Y. Lam, and Boxin Shi

PDF Website

[ECCV26d] Twin-DAgger: Synergizing digital twins and human corrections for efficient robot manipulation

Jiahang Li, Zhirui Zhang, Kairan Ding, Fan Fei, Yunkai Tang, Jiaming Liu, Xiao He, Ziyu Chen, Gaohao Zhou, Jieji Ren, Yandong Guo, Shanghang Zhang, and Boxin Shi

PDF

[ECCV26e] Diffusion-based dual-view reflection removal

Tianyi Xu, Zifeng Wang, Boyang Lv, Shuchen Weng, and Boxin Shi

PDF

[ECCV26f] SLAIR: Structured latent flow matching for all-in-one image restoration

Shuyi Liang, Yixin Yang, Hanyue Lou, Yuning Cui, and Boxin Shi

PDF Website

[ECCV26g] Enlightening photographic style transfer with a self-supervised photographic embedding

Chengxuan Zhu, Jiacong Fang, Shuchen Weng, Youwei Lyu, Jiajun Tang, Qingnan Fan, Chao Xu, and Boxin Shi

PDF Website

[ECCV26h] ID-PreFeR: ID-preserving face restoration with mixed data quality

Chengxuan Zhu, Yuchen Hong, Qi Zhang, Bingtao Fu, Jinxiu Liang, Jinwei Chen, Huaqi Zhang, Chao Xu, Boxin Shi, and Qingnan Fan

PDF

[ECCV26i] MAVIN: Multi-shot audio-visual generation with customized narrative control

Kaiqi Liu, Yunyao Mao, Ziqi Cai, Zheng Geng, Jing Wang, Qiulin Wang, Xintao Wang, Pengfei Wan, Kun Gai, Shuchen Weng, and Boxin Shi

PDF

[ECCV26j] Video generation models are inherent lighting estimators

Ziqi Cai, Shuchen Weng, Kaiqi Liu, Zifeng Wang, Zhiquan Zhang, Minggui Teng, Han Jiang, and Boxin Shi

PDF Website

[ECCV26k] A benchmark and multi-agent system for instruction-driven cinematic video compilation

Peixuan Zhang, Chang Zhou, Ziyuan Zhang, Hualuo Liu, Chunjie Zhang, Jingqi Liu, Xiaohui Zhou, Xi Chen, Shuchen Weng, Si Li, and Boxin Shi

PDF

[ECCV26l] From noise to events: Conditional diffusion for event data augmentation

Ruofei Wang, Ziyuan Luo, Peiqi Duan, Xiufeng Huang, Boxin Shi, and Renjie Wan

PDF Website

[ECCV26m] PolarAPP: Beyond polarization demosaicking for polarimetric applications

Yidong Luo, Chenggong Li, Yunfeng Song, Ping Wang, Boxin Shi, Junchao Zhang, and Xin Yuan

PDF

[ECCV26n] Stokes-informed diffusion for robust linear polarization estimation

Yidong Luo, Chenggong Li, Yuchao Feng, Boxin Shi, Junchao Zhang, and Xin Yuan

PDF

[ECCV26o] 340 FPS reflection-free video from spikes modulated by a rapidly rotating polarizer

Lishuai Huang, Yeliduosi Xiaokaiti, Youwei Lyu, Langyue Chang, Boxin Shi, Shikui Wei, Yao Zhao, Meng Jian, Yashen Wang, and Yakun Chang

PDF

[ACL26] ReContraster: Making your posters stand out with regional contrast

Peixuan Zhang, Zijian Jia, Ziqi Cai, Shuchen Weng, Si Li, and Boxin Shi

PDF

[CVPR26a] 240FPS stereo vision from monocular mixed spikes

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

PDF Website

[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

PDF