Visual Intelligence Open Access Editor-in-Chief: Prof. Yaonan Wang
Home Visual Intelligence All Issues Volume 3
Volume 3, 2025
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30 articles
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Research | Open Access
Visual-guided human-object interaction detection
Fang Nan, Ni Zhang, Nian Liu, [...], Haochen Han, Binglu Wang << Fewer
Published: 28 February 2026
2025, 3: 30
Research | Open Access
Benchmarking Drag★ for eye direction transformation and beyond
Yuxiang Fu, Jiakun Ding, Renzhi Wang, [...], Qian Fu, Ivor W. Tsang, Ming-Ming Cheng, Qing Guo << Fewer
Published: 28 February 2026
2025, 3: 29
Research | Open Access
Towards reliable deepfake detection from uncertainty calibration perspective
Xiaoxu Jin, Weinan Guan, Wei Wang, Jing Dong
Published: 28 February 2026
2025, 3: 28
Review | Open Access
Efficient multimodal large language models: a survey
Yizhang Jin, Jian Li, Tianjun Gu, [...], Yexin Liu, Bo Zhao, Jinxiang Lai, Zhenye Gan, Yabiao Wang, Chengjie Wang, Xin Tan, Lizhuang Ma << Fewer
Published: 28 February 2026
2025, 3: 27
Research | Open Access
GazeLLM: a plug-and-play zero-shot LLM reasoning framework for boosting gaze target detection
Yaokun Yang, Feng Lu
Published: 28 February 2026
2025, 3: 26
Research | Open Access
TVC: tokenized video compression with ultra-low bit rate
Lebin Zhou, Cihan Ruan, Nam Ling, [...], Zhenghao Chen, Wei Wang, Wei Jiang << Fewer
Published: 03 December 2025
2025, 3: 25
Research | Open Access
Large multimodal agents: a survey
Xie Junlin, Zhihong Chen, Ruifei Zhang, Guanbin Li
Published: 03 December 2025
2025, 3: 24
Research | Open Access
ED2: environment dynamics decomposition world models for continuous control
Yifu Yuan, Hongyao Tang, Cong Wang, [...], Yan Zheng, Jianye Hao << Fewer
Published: 03 December 2025
2025, 3: 23
Research | Open Access
DriveMLM: aligning multi-modal large language models with behavioral planning states for autonomous driving
Erfei Cui, Wenhai Wang, Zhiqi Li, [...], Jiangwei Xie, Haoming Zou, Hanming Deng, Gen Luo, Lewei Lu, Xizhou Zhu, Jifeng Dai << Fewer
Published: 03 December 2025
2025, 3: 22
Review | Open Access
A contemporary survey on image reconstruction with unsupervised deep learning: from denoising to generation
Duoduo Xue, Wenrui Dai, Ziyang Zheng, [...], Junni Zou, Hongkai Xiong << Fewer
Published: 03 December 2025
2025, 3: 21
Research | Open Access
PS-Net: high-frequency attention and Bayesian analysis based facial pore segmentation with no human annotation
Qing Zhang, Ling Li, Rizhao Cai, [...], Qingli Li, Bandara Dissanayake, Yan Wang, Alex Kot << Fewer
Published: 06 November 2025
2025, 3: 20
Research | Open Access
3MOS: a multi-source, multi-resolution, and multi-scene optical-SAR dataset with insights for multi-modal image matching
Yibin Ye, Xichao Teng, Hongrui Yang, [...], Shuo Chen, Yuli Sun, Yijie Bian, Tao Tan, Zhang Li, Qifeng Yu << Fewer
Published: 06 November 2025
2025, 3: 19
Research | Open Access
URNet: uncertainty-aware refinement network for event-based stereo depth estimation
Yifeng Cheng, Alois Knoll, Hu Cao
Published: 06 November 2025
2025, 3: 18
Research | Open Access
Hybrid Fourier score distillation for efficient one image to 3D object generation
Shuzhou Yang, Yu Wang, Haijie Li, [...], Jiarui Meng, Yanmin Wu, Xiandong Meng, Jian Zhang << Fewer
Published: 06 November 2025
2025, 3: 17
Research | Open Access
RefineFuse: an end-to-end network for multi-scale refinement fusion of multi-modality images
Chengcheng Song, Hui Li, Tianyang Xu, [...], Xiao-Jun Wu, Josef Kittler << Fewer
Published: 06 November 2025
2025, 3: 16
Review | Open Access
A survey of multimodal composite editing and retrieval
Suyan Li, Fuxiang Huang, Lei Zhang
Published: 06 November 2025
2025, 3: 15
Research | Open Access
DASFormer: self-supervised pretraining for earthquake monitoring
Qianggang Ding, Zhichao Shen, Weiqiang Zhu, Bang Liu
Published: 06 November 2025
2025, 3: 14
Research | Open Access
CLFormer: a cross-lingual transformer framework for temporal forgery localization
Haonan Cheng, Hanyue Liu, Juanjuan Cai, Long Ye
Published: 06 November 2025
2025, 3: 13
Research | Open Access
Connecting dreams with visual brainstorming instruction
Yasheng Sun, Bohan Li, Mingchen Zhuge, [...], Deng-Ping Fan, Salman Khan, Fahad Shahbaz Khan, Hideki Koike << Fewer
Published: 02 July 2025
2025, 3: 12
Research | Open Access
DehazeMamba: large multi-modal model guided single image dehazing via mamba
Ruikun Zhang, Zhiyuan Yang, Liyuan Pan
Published: 01 July 2025
2025, 3: 11
Research | Open Access
When SAM2 meets video camouflaged object segmentation: a comprehensive evaluation and adaptation
Yuli Zhou, Guolei Sun, Yawei Li, [...], Guo-Sen Xie, Luca Benini, Ender Konukoglu << Fewer
Published: 19 June 2025
2025, 3: 10
Research | Open Access
SHIELD: an evaluation benchmark for face spoofing and forgery detection with multimodal large language models
Yichen Shi, Yuhao Gao, Yingxin Lai, [...], Hongyang Wang, Jun Feng, Lei He, Jun Wan, Changsheng Chen, Zitong Yu, Xiaochun Cao << Fewer
Published: 03 June 2025
2025, 3: 9
Research | Open Access
Pre-training on high-resolution X-ray images: an experimental study
Xiao Wang, Yuehang Li, Wentao Wu, [...], Jiandong Jin, Yao Rong, Bo Jiang, Chuanfu Li, Jin Tang << Fewer
Published: 28 May 2025
2025, 3: 8
Research | Open Access
DBDB: de-bimodal defocus blur in joint infrared-visible imaging
Zhe Cao, Lixin Xu, Jin Zhang, [...], Biwen Yang, Kaizheng Chen, Ruiheng Zhang << Fewer
Published: 30 April 2025
2025, 3: 7
Research | Open Access
Uncertainty-aware coarse-to-fine alignment for text-image person retrieval
Yifei Deng, Zhengyu Chen, Chenglong Li, Jin Tang
Published: 29 April 2025
2025, 3: 6
Review | Open Access
Immersive video interaction system: a survey
Xiaohan Fang, Peilin Chen, Meng Wang, Shiqi Wang
Published: 11 April 2025
2025, 3: 5
Research | Open Access
MIRSAM: multimodal vision-language segment anything model for infrared small target detection
Mingjin Zhang, Qian Xu, Yuchun Wang, [...], Xi Li, Haojuan Yuan << Fewer
Published: 02 April 2025
2025, 3: 4
Research | Open Access
Enhancing human-centered dynamic scene understanding via multiple LLMs collaborated reasoning
Hang Zhang, Wenxiao Zhang, Haoxuan Qu, Jun Liu
Published: 17 March 2025
2025, 3: 3
Research | Open Access
Efficient text-to-video retrieval via multi-modal multi-tagger derived pre-screening
Yingjia Xu, Mengxia Wu, Zixin Guo, [...], Min Cao, Mang Ye, Jorma Laaksonen << Fewer
Published: 06 March 2025
2025, 3: 2
Review
A survey on deep Learning for polyp segmentation: techniques, challenges and future trends
Jiaxin Mei, Tao Zhou, Kaiwen Huang, [...], Yizhe Zhang, Yi Zhou, Ye Wu, Huazhu Fu << Fewer
Published: 03 January 2025
2025, 3: 1