A Vision Based Lane Detection and Tracking Algorithm in Automatic Drive. - Wenhong Zhu; Fuqiang Liu 001; Zhipeng Li; Xinhong Wang; Shanshan Zhang 001 (PACIIA (1), 2008)

An Effective Driver Fatigue Monitoring System. - Shanshan Zhang 001; Fuqiang Liu 001; Zhipeng Li (MVHI, 2010)

Informed Haar-Like Features Improve Pedestrian Detection. - Shanshan Zhang 001; Christian Bauckhage; Armin B. Cremers (CVPR, 2014)

Center-Surround Contrast Features for Pedestrian Detection. - Shanshan Zhang 001; Dominik Alexander Klein; Christian Bauckhage; Armin B. Cremers (ICPR, 2014)

Filtered channel features for pedestrian detection. - Shanshan Zhang 001; Rodrigo Benenson; Bernt Schiele (CVPR, 2015)

Effiziente Fußgängererkennung in Städtischen Verkehrsszenen. - Shanshan Zhang 001 (Ausgezeichnete Informatikdissertationen, 2015)

Exploring Human Vision Driven Features for Pedestrian Detection. - Shanshan Zhang 001; Christian Bauckhage; Dominik A. Klein; Armin B. Cremers (IEEE Trans. Circuits Syst. Video Technol., 2015)

Efficient Pedestrian Detection via Rectangular Features Based on a Statistical Shape Model. - Shanshan Zhang 001; Christian Bauckhage; Armin B. Cremers (IEEE Trans. Intell. Transp. Syst., 2015)

Efficient Pedestrian Detection in Urban Traffic Scenes. - Shanshan Zhang 001 (2015)

How Far are We from Solving Pedestrian Detection? - Shanshan Zhang 001; Rodrigo Benenson; Mohamed Omran; Jan Hendrik Hosang; Bernt Schiele (CVPR, 2016)

Fast moving pedestrian detection based on motion segmentation and new motion features. - Shanshan Zhang 001; Dominik A. Klein; Christian Bauckhage; Armin B. Cremers (Multim. Tools Appl., 2016)

CityPersons: A Diverse Dataset for Pedestrian Detection. - Shanshan Zhang 001; Rodrigo Benenson; Bernt Schiele (CVPR, 2017)

NightOwls: A Pedestrians at Night Dataset. - Lukás Neumann; Michelle Karg; Shanshan Zhang 001; Christian Scharfenberger; Eric Piegert; Sarah Mistr; Olga Prokofyeva; Robert Thiel; Andrea Vedaldi; Andrew Zisserman; Bernt Schiele (ACCV (1), 2018)

Occluded Pedestrian Detection Through Guided Attention in CNNs. - Shanshan Zhang 001; Jian Yang 003; Bernt Schiele (CVPR, 2018)

Person Search via a Mask-Guided Two-Stream CNN Model. - Di Chen; Shanshan Zhang 001; Wanli Ouyang; Jian Yang 003; Ying Tai (ECCV (7), 2018)

Center Based Pseudo-Labeling For Semi-Supervised Person Re-Identification. - Guodong Ding; Shanshan Zhang 001; Salman H. Khan 001; Zhenmin Tang (ICME Workshops, 2018)

Towards Reaching Human Performance in Pedestrian Detection. - Shanshan Zhang 001; Rodrigo Benenson; Mohamed Omran; Jan Hendrik Hosang; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Coarse-to-Fine 3D Human Pose Estimation. - Yu Guo 006; Lin Zhao 003; Shanshan Zhang 001; Jian Yang 003 (ICIG (3), 2019)

Online Multi-object Tracking Using Single Object Tracker and Markov Clustering. - Jiao Zhu; Shanshan Zhang 001; Jian Yang 003 (ICIG (3), 2019)

Efficiently Handling Scale Variation for Pedestrian Detection. - Qihua Cheng; Shanshan Zhang 001 (IScIDE (1), 2019)

Improving image retrieval by integrating shape and texture features. - Yunan Liu; Shan-Shan Zhang 001; Yu Sang; Si-Miao Wang (Multim. Tools Appl., 2019)

Feature Affinity-Based Pseudo Labeling for Semi-Supervised Person Re-Identification. - Guodong Ding; Shanshan Zhang 001; Salman H. Khan 001; Zhenmin Tang; Jian Zhang 002; Fatih Porikli (IEEE Trans. Multim., 2019)

Hierarchical Online Instance Matching for Person Search. - Di Chen; Shanshan Zhang 001; Wanli Ouyang; Jian Yang 003; Bernt Schiele (AAAI, 2020)

Unified Density-Aware Image Dehazing and Object Detection in Real-World Hazy Scenes. - Zhengxi Zhang; Liang Zhao; Yunan Liu; Shanshan Zhang 001; Jian Yang 003 (ACCV (4), 2020)

Norm-Aware Embedding for Efficient Person Search. - Di Chen; Shanshan Zhang 001; Jian Yang 003; Bernt Schiele (CVPR, 2020)

Learning a Dynamic High-Resolution Network for Multi-Scale Pedestrian Detection. - Mengyuan Ding; Shanshan Zhang 001; Jian Yang 003 (ICPR, 2020)

Nighttime Pedestrian Detection Based on Feature Attention and Transformation. - Gang Li; Shanshan Zhang 001; Jian Yang 003 (ICPR, 2020)

Learning Hierarchical Graph for Occluded Pedestrian Detection. - Gang Li; Jian Li 062; Shanshan Zhang 001; Jian Yang 003 (ACM Multimedia, 2020)

Hybrid Resolution Network Using Edge Guided Region Mutual Information Loss for Human Parsing. - Yunan Liu; Liang Zhao; Shanshan Zhang 001; Jian Yang 003 (ACM Multimedia, 2020)

PoseTrackReID: Dataset Description. - Andreas Doering; Di Chen; Shanshan Zhang 001; Bernt Schiele; Juergen Gall (CoRR, 2020)

Perceiving heavily occluded human poses by assigning unbiased score. - Lin Zhao 003; Jie Xu 021; Shanshan Zhang 001; Chen Gong 002; Jian Yang 003; Xinbo Gao 001 (Inf. Sci., 2020)

Accurate quaternion radial harmonic Fourier moments for color image reconstruction and object recognition. - Yunan Liu; Shanshan Zhang 001; Guangyu Li; Houjun Wang; Jian Yang 003 (Pattern Anal. Appl., 2020)

Integrating prediction and reconstruction for anomaly detection. - Yao Tang; Lin Zhao 003; Shanshan Zhang 001; Chen Gong 002; Guangyu Li; Jian Yang 003 (Pattern Recognit. Lett., 2020)

Multi-task learning for object keypoints detection and classification. - Jie Xu 021; Lin Zhao 003; Shanshan Zhang 001; Chen Gong 002; Jian Yang 003 (Pattern Recognit. Lett., 2020)

Color image watermark decoder by modeling quaternion polar harmonic transform with BKF distribution. - Yunan Liu; Shanshan Zhang 001; Jian Yang 003 (Signal Process. Image Commun., 2020)

Person Search by Separated Modeling and A Mask-Guided Two-Stream CNN Model. - Di Chen; Shanshan Zhang 001; Wanli Ouyang; Jian Yang 003; Ying Tai (IEEE Trans. Image Process., 2020)

Hierarchical Information Passing Based Noise-Tolerant Hybrid Learning for Semi-Supervised Human Parsing. - Yunan Liu; Shanshan Zhang 001; Jian Yang 003; Pong Chi Yuen (AAAI, 2021)

Adaptive Multi-Domain Learning for Outdoor 3d Human Pose and Shape Estimation. - Zhaoyang Gui; Shanshan Zhang 001; Kangkan Wang; Jian Yang 003; Pong Chi Yuen (ICASSP, 2021)

Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection. - Farzaneh Rezaeianaran; Rakshith Shetty; Rahaf Aljundi; Daniel Olmeda Reino; Shanshan Zhang 001; Bernt Schiele (ICCV, 2021)

Tiny Person Pose Estimation via Image and Feature Super Resolution. - Jie Xu 021; Yunan Liu; Lin Zhao 003; Shanshan Zhang 001; Jian Yang 003 (ICIG (3), 2021)

Improving Pedestrian Detection from a Long-tailed Domain Perspective. - Mengyuan Ding; Shanshan Zhang 001; Jian Yang 003 (ACM Multimedia, 2021)

Learning to Adapt via Latent Domains for Adaptive Semantic Segmentation. - Yunan Liu; Shanshan Zhang 001; Yang Li 190; Jian Yang 003 (NeurIPS, 2021)

Single image super-resolution via hybrid resolution NSST prediction. - Yunan Liu; Shanshan Zhang 001; Chunpeng Wang 001; Jie Xu 021 (Comput. Vis. Image Underst., 2021)

Norm-Aware Embedding for Efficient Person Search and Tracking. - Di Chen; Shanshan Zhang 001; Jian Yang 003; Bernt Schiele (Int. J. Comput. Vis., 2021)

Guided Attention in CNNs for Occluded Pedestrian Detection and Re-identification. - Shanshan Zhang 001; Di Chen; Jian Yang 003; Bernt Schiele (Int. J. Comput. Vis., 2021)

Self-Fusion Convolutional Neural Networks. - Shenjian Gong; Shanshan Zhang 001; Jian Yang 003; Pong Chi Yuen (Pattern Recognit. Lett., 2021)

Effective quaternion radial harmonic Fourier moments for color image representation. - Zhaoliang Yao; Yunan Liu; Shanshan Zhang 001; Jian Yang 003 (Signal Image Video Process., 2021)

An Accurate and Lightweight Method for Human Body Image Super-Resolution. - Yunan Liu; Shanshan Zhang 001; Jie Xu 021; Jian Yang 003; Yu-Wing Tai (IEEE Trans. Image Process., 2021)

Incremental Generative Occlusion Adversarial Suppression Network for Person ReID. - Cairong Zhao; Xinbi Lv; Shuguang Dou; Shanshan Zhang 001; Jun Wu 006; Liang Wang 001 (IEEE Trans. Image Process., 2021)

Keypoint Message Passing for Video-Based Person Re-identification. - Di Chen; Andreas Doering; Shanshan Zhang 001; Jian Yang 003; Juergen Gall; Bernt Schiele (AAAI, 2022)

Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation. - Gang Li; Xiang Li 041; Yujie Wang; Shanshan Zhang 001; Yichao Wu; Ding Liang (AAAI, 2022)

PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking. - Andreas Doering; Di Chen; Shanshan Zhang 001; Bernt Schiele; Juergen Gall (CVPR, 2022)

Bi-level Alignment for Cross-Domain Crowd Counting. - Shenjian Gong; Shanshan Zhang 001; Jian Yang 003; Dengxin Dai; Bernt Schiele (CVPR, 2022)

Class-Agnostic Object Counting Robust to Intraclass Diversity. - Shenjian Gong; Shanshan Zhang 001; Jian Yang 003; Dengxin Dai; Bernt Schiele (ECCV (33), 2022)

PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection. - Gang Li; Xiang Li 041; Yujie Wang; Yichao Wu; Ding Liang; Shanshan Zhang 001 (ECCV (9), 2022)

Grouped Adaptive Loss Weighting for Person Search. - Yanling Tian; Di Chen; Yunan Liu; Shanshan Zhang 001; Jian Yang 003 (ACM Multimedia, 2022)

DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection. - Gang Li; Xiang Li 041; Yujie Wang; Yichao Wu; Ding Liang; Shanshan Zhang 001 (NeurIPS, 2022)

Adaptive Decoupled Pose Knowledge Distillation. - Jie Xu 021; Shanshan Zhang 001; Jian Yang 003 (ACM Multimedia, 2023)

OKGR: Occluded Keypoint Generation and Refinement for 3D Object Detection. - Mingqian Ji; Jian Yang 003; Shanshan Zhang 001 (PRCV (12), 2023)

Human Co-Parsing Guided Alignment for Occluded Person Re-Identification. - Shuguang Dou; Cairong Zhao; Xinyang Jiang; Shanshan Zhang 001; Wei-Shi Zheng 001; Wangmeng Zuo (IEEE Trans. Image Process., 2023)

Divide and Conquer: Hybrid Pre-training for Person Search. - Yanling Tian; Di Chen; Yunan Liu; Jian Yang 003; Shanshan Zhang 001 (AAAI, 2024)

Distilling Knowledge from Large-Scale Image Models for Object Detection. - Gang Li; Wenhai Wang; Xiang Li 041; Ziheng Li; Jian Yang 003; Jifeng Dai; Yu Qiao 001; Shanshan Zhang 001 (ECCV (84), 2024)

Adaptive Pedestrian Trajectory Prediction via Target-Directed Angle Augmentation. - Hao Kong; Jie Xu 021; Shenjian Gong; Jian Yang 003; Shanshan Zhang 001 (ICASSP, 2024)

Detecting changes in mental models during interaction. - Chuyang Wu; Shanshan Zhang 001; Jussi P. P. Jokinen (TKTP, 2024)

Quantifying uncertainty in machine theory of mind across time. - Shanshan Zhang 001; Chuyang Wu; Jussi P. P. Jokinen (TKTP, 2024)

Imagine the Unseen: Occluded Pedestrian Detection via Adversarial Feature Completion. - Shanshan Zhang 001; Mingqian Ji; Yang Li 190; Jian Yang 003 (CoRR, 2024)

SoccerNet 2024 Challenges Results. - Anthony Cioppa; Silvio Giancola; Vladimir Somers; Victor Joos; Floriane Magera; Jan Held; Seyed Abolfazl Ghasemzadeh; Xin Zhou 024; Karolina Seweryn; Mateusz Kowalczyk; Zuzanna Mróz; Szymon Lukasik; et al. (CoRR, 2024)

Reliable hybrid knowledge distillation for multi-source domain adaptive object detection. - Yang Li 190; Shanshan Zhang 001; Yunan Liu; Jian Yang 003 (Knowl. Based Syst., 2024)

Loose to compact feature alignment for domain adaptive object detection. - Yang Li 190; Shanshan Zhang 001; Yunan Liu; Jian Yang 003 (Pattern Recognit. Lett., 2024)

Adaptive Teaching for Cross-Domain Crowd Counting. - Shenjian Gong; Jian Yang 003; Shanshan Zhang 001 (IEEE Trans. Multim., 2024)

Towards more reliable evaluation in pedestrian detection by rethinking "ignore regions". - Gang Li; Xiang Li 041; Shanshan Zhang 001; Jian Yang 003 (Vis. Intell., 2024)

From Simple to Complex Scenes: Learning Robust Feature Representations for Accurate Human Parsing. - Yunan Liu; Chunpeng Wang 001; Mingyu Lu; Jian Yang 003; Jie Gui; Shanshan Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

HORP: Human-Object Relation Priors Guided HOI Detection. - Pei Geng; Jian Yang 003; Shanshan Zhang 001 (CVPR, 2025)

Spatially adaptive pyramid feature fusion for scale-aware crowd counting. - Shenjian Gong; Zhaoliang Yao; Wangmeng Zuo; Jian Yang 003; Pongchi Yuen; Shanshan Zhang 001 (Pattern Recognit., 2025)

Adaptive and Background-Aware Match for Class-Agnostic Counting. - Shenjian Gong; Jian Yang 003; Shanshan Zhang 001 (IEEE Signal Process. Lett., 2025)