Double Complete D-LBP with Extreme Learning Machine Auto-Encoder and Cascade Forest for Facial Expression Analysis. - Fang Shen; Jing Liu 006; Peng Wu 015 (ICIP, 2018)

Double δ-LBP: A Novel Feature Extraction Method for Facial Expression Recognition. - Fang Shen; Jing Liu 006; Peng Wu 015 (IGTA, 2018)

Not only Look, But Also Listen: Learning Multimodal Violence Detection Under Weak Supervision. - Peng Wu 015; Jing Liu 006; Yujia Shi; Yujia Sun; Fangtao Shao; Zhaoyang Wu; Zhiwei Yang (ECCV (30), 2020)

Fast sparse coding networks for anomaly detection in videos. - Peng Wu 015; Jing Liu 006; Mingming Li; Yujia Sun; Fang Shen (Pattern Recognit., 2020)

Evolutionary Network Embedding Preserving Both Local Proximity and Community Structure. - Mingming Li; Jing Liu 006; Peng Wu 015; Xiangyi Teng (IEEE Trans. Evol. Comput., 2020)

A Deep One-Class Neural Network for Anomalous Event Detection in Complex Scenes. - Peng Wu 015; Jing Liu 006; Fang Shen (IEEE Trans. Neural Networks Learn. Syst., 2020)

HANet: Hierarchical Alignment Networks for Video-Text Retrieval. - Peng Wu 015; Xiangteng He; Mingqian Tang; Yiliang Lv; Jing Liu 006 (ACM Multimedia, 2021)

Bidirectional Retrospective Generation Adversarial Network for Anomaly Detection in Videos. - Zhiwei Yang; Jing Liu 006; Peng Wu 015 (IEEE Access, 2021)

A Multitask Learning-Based Neural Network for Defect Detection on Textured Surfaces Under Weak Supervision. - Kuikui He; Xiaotao Liu; Jing Liu 006; Peng Wu 015 (IEEE Trans. Instrum. Meas., 2021)

Learning Causal Temporal Relation and Feature Discrimination for Anomaly Detection. - Peng Wu 015; Jing Liu 006 (IEEE Trans. Image Process., 2021)

Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly Detection. - Zhiwei Yang; Peng Wu 015; Jing Liu 006; Xiaotao Liu (ECCV (4), 2022)

Wind power forecasting based on variational mode decomposition and high-order fuzzy cognitive maps. - Baihao Qiao; Jing Liu 006; Peng Wu 015; Yingzhi Teng (Appl. Soft Comput., 2022)

MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities. - Minghui Yang; Peng Wu 015; Jing Liu 006; Hui Feng (CoRR, 2022)

Exploiting foreground and background separation for prohibited item detection in overlapping X-Ray images. - Fangtao Shao; Jing Liu 006; Peng Wu 015; Zhiwei Yang; Zhaoyang Wu (Pattern Recognit., 2022)

Video Event Restoration Based on Keyframes for Video Anomaly Detection. - Zhiwei Yang; Jing Liu 006; Zhaoyang Wu; Peng Wu 015; Xiaotao Liu (CVPR, 2023)

WSAD-Net: Weakly Supervised Anomaly Detection in Untrimmed Surveillance Videos. - Peng Wu 015; Yanning Zhang 001 (ICIG (5), 2023)

Towards Video Anomaly Retrieval from Video Anomaly Detection: New Benchmarks and Model. - Peng Wu 015; Jing Liu 006; Xiangteng He; Yuxin Peng; Peng Wang 015; Yanning Zhang 001 (CoRR, 2023)

Weakly Supervised Audio-Visual Violence Detection. - Peng Wu 015; Xiaotao Liu; Jing Liu 006 (IEEE Trans. Multim., 2023)

VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection. - Peng Wu 015; Xuerong Zhou; Guansong Pang; Lingru Zhou; Qingsen Yan; Peng Wang 015; Yanning Zhang 001 (AAAI, 2024)

Bracketing Image Restoration and Enhancement with High-Low Frequency Decomposition. - Genggeng Chen; Kexin Dai; Kangzhen Yang; Tao Hu; Xiangyu Chen 006; Yongqing Yang; Wei Dong 010; Peng Wu 015; Yanning Zhang 001; Qingsen Yan (CVPR Workshops, 2024)

DiffLight: Integrating Content and Detail for Low-light Image Enhancement. - Yixu Feng; Shuo Hou; Haotian Lin 005; Yu Zhu 004; Peng Wu 015; Wei Dong 010; Jinqiu Sun; Qingsen Yan; Yanning Zhang 001 (CVPR Workshops, 2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Ao Li 007; Florin-Alexandru Vasluianu; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Zhi Jin; Hongjun Wu; Chenxi Wang; et al. (CVPR Workshops, 2024)

Open-Vocabulary Video Anomaly Detection. - Peng Wu 015; Xuerong Zhou; Guansong Pang; Yujia Sun; Jing Liu 006; Peng Wang 015; Yanning Zhang 001 (CVPR, 2024)

CRNet: A Detail-Preserving Network for Unified Image Restoration and Enhancement Task. - Kangzhen Yang; Tao Hu; Kexin Dai; Genggeng Chen; Yu Cao; Wei Dong 010; Peng Wu 015; Yanning Zhang 001; Qingsen Yan (CVPR Workshops, 2024)

Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection. - Zhiwei Yang; Jing Liu 006; Peng Wu 015 (CVPR, 2024)

NTIRE 2024 Challenge on Bracketing Image Restoration and Enhancement: Datasets, Methods and Results. - Zhilu Zhang 001; Shuohao Zhang; Renlong Wu; Wangmeng Zuo; Radu Timofte; Xiaoxia Xing; Hyunhee Park; Sejun Song; Changho Kim; Xiangyu Kong; Jinlong Wu; Jianxing Zhang; et al. (CVPR Workshops, 2024)

Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts. - Peng Wu 015; Xuerong Zhou; Guansong Pang; Zhiwei Yang; Qingsen Yan; Peng Wang 015; Yanning Zhang 001 (ACM Multimedia, 2024)

You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement. - Yixu Feng; Cheng Zhang; Pei Wang; Peng Wu 015; Qingsen Yan; Yanning Zhang 001 (CoRR, 2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Ao Li 007; Florin-Alexandru Vasluianu; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Zhi Jin; Hongjun Wu; Chenxi Wang; et al. (CoRR, 2024)

Deep Learning for Video Anomaly Detection: A Review. - Peng Wu 015; Chengyu Pan; Yuting Yan; Guansong Pang; Peng Wang 015; Yanning Zhang 001 (CoRR, 2024)

A Transformer-based visual object tracker via learning immediate appearance change. - Yifan Li; Xiaotao Liu; Dian Yuan; Jiaoying Wang; Peng Wu 015; Jing Liu 006 (Pattern Recognit., 2024)

Toward Video Anomaly Retrieval From Video Anomaly Detection: New Benchmarks and Model. - Peng Wu 015; Jing Liu 006; Xiangteng He; Yuxin Peng; Peng Wang 015; Yanning Zhang 001 (IEEE Trans. Image Process., 2024)

Human-Centric Behavior Description in Videos: New Benchmark and Model. - Lingru Zhou; Yiqi Gao; Manqing Zhang; Peng Wu 015; Peng Wang 015; Yanning Zhang 001 (IEEE Trans. Multim., 2024)

Fine-Granularity Alignment for Text-Based Person Retrieval Via Semantics-Centric Visual Division. - Zhimin Wei; Zhipeng Zhang; Peng Wu 015; Ji Wang; Peng Wang 015; Yanning Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

EOGT: Video Anomaly Detection with Enhanced Object Information and Global Temporal Dependency. - Ruoyan Pi; Peng Wu 015; Xiangteng He; Yuxin Peng (ACM Trans. Multim. Comput. Commun. Appl., 2024)

VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval. - Peng Wu 015; Wanshun Su; Xiangteng He; Peng Wang 015; Yanning Zhang 001 (AAAI, 2025)

NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Florin-Alexandru Vasluianu; Hailong Yan; Bin Ren; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Kangbiao Shi; Yixu Feng; et al. (CVPR Workshops, 2025)

FusionNet: Multi-model Linear Fusion Framework for Low-light Image Enhancement. - Kangbiao Shi; Yixu Feng; Tao Hu; Yu Cao; Peng Wu 015; Yijin Liang; Yanning Zhang 001; Qingsen Yan (CVPR Workshops, 2025)

HVI: A New Color Space for Low-light Image Enhancement. - Qingsen Yan; Yixu Feng; Cheng Zhang; Guansong Pang; Kangbiao Shi; Peng Wu 015; Wei Dong 010; Jinqiu Sun; Yanning Zhang 001 (CVPR, 2025)

From Dynamic to Static: Stepwisely Generate HDR Image for Ghost Removal. - Qingsen Yan; Kangzhen Yang; Tao Hu; Genggeng Chen; Kexin Dai; Peng Wu 015; Wenqi Ren; Yanning Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis. - Zhiwei Yang; Chen Gao; Jing Liu 006; Peng Wu 015; Guansong Pang; Mike Zheng Shou (CoRR, 2025)

AVadCLIP: Audio-Visual Collaboration for Robust Video Anomaly Detection. - Peng Wu 015; Wanshun Su; Guansong Pang; Yujia Sun; Qingsen Yan; Peng Wang 015; Yanning Zhang 001 (CoRR, 2025)

SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model. - Zongcan Ding; Haodong Zhang; Peng Wu 015; Guansong Pang; Zhiwei Yang; Peng Wang 015; Yanning Zhang 001 (CoRR, 2025)

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement. - Qingsen Yan; Kangbiao Shi; Yixu Feng; Tao Hu; Peng Wu 015; Guansong Pang; Yanning Zhang 001 (CoRR, 2025)