Histograms of Optical Flow Orientation for Visual Abnormal Events Detection. - Tian Wang 002; Hichem Snoussi (AVSS, 2012)

Online Detection of Abnormal Events in Video Streams. - Tian Wang 002; Jie Chen 022; Hichem Snoussi (J. Electr. Comput. Eng., 2013)

Online Least Squares One-Class Support Vector Machines-Based Abnormal Visual Event Detection. - Tian Wang 002; Jie Chen 022; Yi Zhou 011; Hichem Snoussi (Sensors, 2013)

Evaluation on Huawei Accurate and Fast Mobile Video Annotation Challenge. - Zhenhua Chai; Dong Wang; Tian Wang 002; Jianzhuang Liu; Xinzi Zhang; Yihong Gong (ICME Workshops, 2014)

Detection of Abnormal Visual Events via Global Optical Flow Orientation Histogram. - Tian Wang 002; Hichem Snoussi (IEEE Trans. Inf. Forensics Secur., 2014)

Joint Abnormal Blob Detection and Localization Under Complex Scenes. - Tian Wang 002; Keyu Lai; Ce Li 001; Hichem Snoussi (ICIC (1), 2015)

Abnormal Event Detection via Multikernel Learning for Distributed Camera Networks. - Tian Wang 002; Jie Chen 022; Paul Honeine; Hichem Snoussi (Int. J. Distributed Sens. Networks, 2015)

Human pose estimation with multiple mixture parts model based on upper body categories. - Aichun Zhu; Hichem Snoussi; Tian Wang 002; Abel Cherouat (J. Electronic Imaging, 2015)

Detection of Abnormal Events via Optical Flow Feature Analysis. - Tian Wang 002; Hichem Snoussi (Sensors, 2015)

Real time Object Tracking based on Local Texture Feature with Correlation Filter. - Meina Qiao; Tian Wang 002; Yuan Dong; Jingang Shi; Jing Teng; Hichem Snoussi (DSP, 2016)

Cooperative target searching and tracking via UCT with probability distribution model. - Ruoxi Qin; Tian Wang 002; Haotian Jiang; Qianhong Yan; Weikang Wang; Hichem Snoussi (DSP, 2016)

Detection of Abnormal Event in Complex Situations Using Strong Classifier Based on BP Adaboost. - Yuqi Zhang; Tian Wang 002; Meina Qiao; Aichun Zhu; Ce Li 001; Hichem Snoussi (ICIC (2), 2016)

An enhancement method for X-ray image via fuzzy noise removal and homomorphic filtering. - Limei Xiao; Ce Li 001; Zongze Wu; Tian Wang 002 (Neurocomputing, 2016)

Human Pose Estimation via Multi-resolution Convolutional Neural Network. - Aichun Zhu; Jing Jin 002; Tian Wang 002; Qiurong Zhu (ACPR, 2017)

Human Action Recognition Based on Sub-data Learning. - Yang Chen 030; Tian Wang 002; Jiakun Li; Xiaowei Lv; Hichem Snoussi (CCCV (3), 2017)

Internal Transfer Learning for Improving Performance in Human Action Recognition for Small Datasets. - Tian Wang 002; Yang Chen 030; Mengyi Zhang; Jie Chen 022; Hichem Snoussi (IEEE Access, 2017)

SAM: Semantic Attribute Modulated Language Modeling. - Wenbo Hu 001; Lifeng Hua; Lei Li 005; Tian Wang 002; Jun Zhu 001; Hang Su 006; Bo Zhang 010 (CoRR, 2017)

Abnormal event detection via covariance matrix for optical flow based feature. - Tian Wang 002; Meina Qiao; Aichun Zhu; Yida Niu; Ce Li 001; Hichem Snoussi (Multim. Tools Appl., 2018)

Distributed Harmonic Form Computation. - Mengyi Zhang; Alban Goupil; Anas Hanaf; Tian Wang 002 (IEEE Signal Process. Lett., 2018)

Abnormal object detection and recognition in the complex construction site via cloud computing. - Chuang Wang; Jiakun Li; Tian Wang 002; Peng Shi; Hichem Snoussi; Xin Su 002 (RACS, 2019)

HE-SLAM: a Stereo SLAM System Based on Histogram Equalization and ORB Features. - Yinghong Fang; Guangcun Shan; Xin Li; Wenliang Liu; Tian Wang 002; Hichem Snoussi (CoRR, 2019)

Region based Ensemble Learning Network for Fine-grained Classification. - Weikuang Li; Tian Wang 002; Chuanyun Wang; Guangcun Shan; Mengyi Zhang; Hichem Snoussi (CoRR, 2019)

AED-Net: An Abnormal Event Detection Network. - Tian Wang 002; Zichen Miao; Yuxin Chen; Yi Zhou 011; Guangcun Shan; Hichem Snoussi (CoRR, 2019)

Improving temporal action proposal generation by using high performance computing. - Tian Wang 002; Shiye Lei; Youyou Jiang; Zihang Deng; Xin Su 002; Hichem Snoussi; Chang Choi (CoRR, 2019)

A reinforcement learning approach for UAV target searching and tracking. - Tian Wang 002; Ruoxi Qin; Yang Chen 030; Hichem Snoussi; Chang Choi (Multim. Tools Appl., 2019)

Multiple human upper bodies detection via candidate-region convolutional neural network. - Aichun Zhu; Tian Wang 002; Tong Qiao (Multim. Tools Appl., 2019)

Flying Small Target Detection for Anti-UAV Based on a Gaussian Mixture Model in a Compressive Sensing Domain. - Chuanyun Wang; Tian Wang 002; Ershen Wang; En-Yan Sun; Zhen Luo (Sensors, 2019)

Generative Neural Networks for Anomaly Detection in Crowded Scenes. - Tian Wang 002; Meina Qiao; Zhiwei Lin 002; Ce Li 001; Hichem Snoussi; Zhe Liu 001; Chang Choi (IEEE Trans. Inf. Forensics Secur., 2019)

Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data. - Yi Zhou 011; Tian Wang 002; Ronghua Hu; Hang Su 006; Yi Liu 041; Xiaoming Liu; Jidong Suo; Hichem Snoussi (IEEE Trans. Signal Process., 2019)

Abnormal event detection via the analysis of multi-frame optical flow information. - Tian Wang 002; Meina Qiao; Aichun Zhu; Guangcun Shan; Hichem Snoussi (Frontiers Comput. Sci., 2020)

Exploring a rich spatial-temporal dependent relational model for skeleton-based action recognition by bidirectional LSTM-CNN. - Aichun Zhu; Qianyu Wu; Ran Cui; Tian Wang 002; Wenlong Hang; Gang Hua 002; Hichem Snoussi (Neurocomputing, 2020)

Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network. - Yonghe Su; Fei Tao 001; Jian Jin; Tian Wang 002; Qingguo Wang; Lei Wang 055 (J. Comput. Inf. Sci. Eng., 2020)

Data-driven prognostic method based on self-supervised learning approaches for fault detection. - Tian Wang 002; Meina Qiao; Mengyi Zhang; Yi Yang 043; Hichem Snoussi (J. Intell. Manuf., 2020)

Time-Gated Remaining Useful Life Prediction with Non-Periodical Inspection Data. - Yingjun Deng; Mingpeiyu Zhang; Tian Wang 002; Huaming Wu (CASE, 2021)

IDARTS: Interactive Differentiable Architecture Search. - Song Xue; Runqi Wang; Baochang Zhang 001; Tian Wang 002; Guodong Guo; David S. Doermann (ICCV, 2021)

DSSL: Deep Surroundings-person Separation Learning for Text-based Person Retrieval. - Aichun Zhu; Zijie Wang; Yifeng Li 002; Xili Wan; Jing Jin 002; Tian Wang 002; Fangqiang Hu; Gang Hua 002 (ACM Multimedia, 2021)

Tiny-FASNet: A Tiny Face Anti-spoofing Method Based on Tiny Module. - Ce Li 001; Enbing Chang; Fenghua Liu; Shuxing Xuan; Jie Zhang; Tian Wang 002 (PRCV (3), 2021)

An enhanced 3DCNN-ConvLSTM for spatiotemporal multimedia data analysis. - Tian Wang 002; Jiakun Li; Mengyi Zhang; Aichun Zhu; Hichem Snoussi; Chang Choi (Concurr. Comput. Pract. Exp., 2021)

Digital twin for human-machine interaction with convolutional neural network. - Tian Wang 002; Jiakun Li; Yingjun Deng; Chuang Wang; Hichem Snoussi; Fei Tao 001 (Int. J. Comput. Integr. Manuf., 2021)

Recent advances of single-object tracking methods: A brief survey. - Yucheng Zhang; Tian Wang 002; Kexin Liu; Baochang Zhang 001; Lei Chen 033 (Neurocomputing, 2021)

End-to-End Deep One-Class Learning for Anomaly Detection in UAV Video Stream. - Slim Hamdi; Samir Bouindour; Hichem Snoussi; Tian Wang 002; Mohamed Abid (J. Imaging, 2021)

Pose-Guided Inflated 3D ConvNet for action recognition in videos. - Qianyu Wu; Aichun Zhu; Ran Cui; Tian Wang 002; Fangqiang Hu; Yaping Bao; Hichem Snoussi (Signal Process. Image Commun., 2021)

RecapNet: Action Proposal Generation Mimicking Human Cognitive Process. - Tian Wang 002; Yang Chen 030; Zhiwei Lin 002; Aichun Zhu; Yong Li 025; Hichem Snoussi; Hui Wang 001 (IEEE Trans. Cybern., 2021)

FT-MDnet: A Deep-Frozen Transfer Learning Framework for Person Search. - Ronghua Hu; Tian Wang 002; Yi Zhou 011; Hichem Snoussi; Abel Cherouat (IEEE Trans. Inf. Forensics Secur., 2021)

Online Detection of Action Start via Soft Computing for Smart City. - Tian Wang 002; Yang Chen 030; Hongqiang Lv; Jing Teng; Hichem Snoussi; Fei Tao 001 (IEEE Trans. Ind. Informatics, 2021)

Delving into the Estimation Shift of Batch Normalization in a Network. - Lei Huang 015; Yi Zhou 007; Tian Wang 002; Jie Luo 004; Xianglong Liu 001 (CVPR, 2022)

Bi-level Doubly Variational Learning for Energy-based Latent Variable Models. - Ge Kan; Jinhu Lü; Tian Wang 002; Baochang Zhang 001; Aichun Zhu; Lei Huang 015; Guodong Guo; Hichem Snoussi (CVPR, 2022)

Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold. - Zijie Wang; Aichun Zhu; Jingyi Xue; Xili Wan; Chao Liu; Tian Wang 002; Yifeng Li 002 (ACM Multimedia, 2022)

CAIBC: Capturing All-round Information Beyond Color for Text-based Person Retrieval. - Zijie Wang; Aichun Zhu; Jingyi Xue; Xili Wan; Chao Liu; Tian Wang 002; Yifeng Li 002 (ACM Multimedia, 2022)

Multi-modal data Alzheimer's disease detection based on 3D convolution. - Zhaokai Kong; Mengyi Zhang; Wenjun Zhu; Yang Yi; Tian Wang 002; Baochang Zhang 001 (Biomed. Signal Process. Control., 2022)

A Malleable Boundary Network for temporal action detection. - Tian Wang 002; Boyao Hou; Zexian Li; Zhe Li; Lei Huang 015; Baochang Zhang 001; Hichem Snoussi (Comput. Electr. Eng., 2022)

Rethinking the Number of Shots in Robust Model-Agnostic Meta-Learning. - Xiaoyue Duan; Guoliang Kang; Runqi Wang; Shumin Han; Song Xue; Tian Wang 002; Baochang Zhang 001 (CoRR, 2022)

Accelerating temporal action proposal generation via high performance computing. - Tian Wang 002; Shiye Lei; Youyou Jiang; Chang Choi; Hichem Snoussi; Guangcun Shan; Yao Fu (Frontiers Comput. Sci., 2022)

ResLNet: deep residual LSTM network with longer input for action recognition. - Tian Wang 002; Jiakun Li; Huai-Ning Wu; Ce Li 001; Hichem Snoussi; Yang Wu 001 (Frontiers Comput. Sci., 2022)

Adaptive Optimization Method in Digital Twin Conveyor Systems via Range-Inspection Control. - Tian Wang 002; Jiaxiang Cheng; Yi Yang 043; Christian Esposito 001; Hichem Snoussi; Fei Tao 001 (IEEE Trans Autom. Sci. Eng., 2022)

CACrowdGAN: Cascaded Attentional Generative Adversarial Network for Crowd Counting. - Aichun Zhu; Zhe Zheng; Yaoying Huang; Tian Wang 002; Jing Jin 002; Fangqiang Hu; Gang Hua 002; Hichem Snoussi (IEEE Trans. Intell. Transp. Syst., 2022)

Few-Shot Learning with Visual Distribution Calibration and Cross-Modal Distribution Alignment. - Runqi Wang; Hao Zheng; Xiaoyue Duan; Jianzhuang Liu; Yuning Lu; Tian Wang 002; Songcen Xu; Baochang Zhang 001 (CVPR, 2023)

Learning Attention from Attention: Efficient Self-Refinement Transformer for Face Super-Resolution. - Guanxin Li; Jingang Shi; Yuan Zong; Fei Wang 037; Tian Wang 002; Yihong Gong (IJCAI, 2023)

Memory-Augmented Spatial-Temporal Consistency Network for Video Anomaly Detection. - Zhangxun Li; Mengyang Zhao; Xinhua Zeng; Tian Wang 002; Chengxin Pang (PRCV (6), 2023)

Data enhancement based on M2-Unet for liver segmentation in Computed Tomography. - Zhaokai Kong; Mengyi Zhang; Wenjun Zhu; Yang Yi; Tian Wang 002; Baochang Zhang 001 (Biomed. Signal Process. Control., 2023)

Configurable Spatial-Temporal Hierarchical Analysis for Flexible Video Anomaly Detection. - Kai Cheng; Xinhua Zeng; Yang Liu 246; Tian Wang 002; Chengxin Pang; Jing Teng; Zhaoyang Xia; Jing Liu 050 (CoRR, 2023)

DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs. - Yanjing Li; Sheng Xu 007; Xianbin Cao 001; Li'an Zhuo; Baochang Zhang 001; Tian Wang 002; Guodong Guo (Int. J. Comput. Vis., 2023)

Accelerating Analysis for Structure Design via Deep Learning Surrogate Models. - Minqi Shao; Jiahui Chen; Tian Wang 002; Fei Tao 001; Juan Du; Dashun Zhang; Xueqian Wang; Xingling Tang (Adv. Intell. Syst., 2023)

TASTA: Text-Assisted Spatial and Temporal Attention Network for Video Question Answering. - Tian Wang 002; Boyao Hou; Jiakun Li; Peng Shi; Baochang Zhang 001; Hichem Snoussi (Adv. Intell. Syst., 2023)

Tri-HGNN: Learning triple policies fused hierarchical graph neural networks for pedestrian trajectory prediction. - Wenjun Zhu; Yanghong Liu; Peng Wang; Mengyi Zhang; Tian Wang 002; Yang Yi (Pattern Recognit., 2023)

Synchronous Spatiotemporal Graph Transformer: A New Framework for Traffic Data Prediction. - Tian Wang 002; Jiahui Chen; Jinhu Lü; Kexin Liu; Aichun Zhu; Hichem Snoussi; Baochang Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Target-Specific Domain Adaptation via Geometry-Correlation Prediction for Point Cloud. - Junqiao Li; Leyan Zhu; Tian Wang 002; Yuan Xie; Jingang Shi; Hichem Snoussi (PRCV (4), 2024)

Effective Gradient Sample Size via Variation Estimation for Accelerating Sharpness aware Minimization. - Jiaxin Deng; Junbiao Pang; Baochang Zhang 001; Tian Wang 002 (CoRR, 2024)

STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly Detection. - Zhangxun Li; Mengyang Zhao; Xuan Yang; Yang Liu 246; Jiamu Sheng; Xinhua Zeng; Tian Wang 002; Kewei Wu; Yu-Gang Jiang 001 (CoRR, 2024)

Cross Fusion of Point Cloud and Learned Image for Loop Closure Detection. - Haosong Yue; Danyang Cao; Zhong Liu 005; Tian Wang 002; Weihai Chen (IEEE Robotics Autom. Lett., 2024)

Target-Driven Visual Navigation by Using Causal Intervention. - Xinzhou Zhao; Tian Wang 002; Yanjing Li; Baochang Zhang 001; Kexin Liu; Deyuan Liu; Chuanyun Wang; Hichem Snoussi (IEEE Trans. Intell. Veh., 2024)

A Multihead Attention Self-Supervised Representation Model for Industrial Sensors Anomaly Detection. - Yiqun Qiao; Jinhu Lü; Tian Wang 002; Kexin Liu; Baochang Zhang 001; Hichem Snoussi (IEEE Trans. Ind. Informatics, 2024)

Grasping With Occlusion-Aware Ally Method in Complex Scenes. - Lulu Li; Abel Cherouat; Hichem Snoussi; Tian Wang 002 (IEEE Trans Autom. Sci. Eng., 2025)

Onet: Twin U-Net Architecture for Unsupervised Binary Semantic Segmentation in Radar and Remote Sensing Images. - Yi Zhou 011; Hang Su 006; Tian Wang 002; Qing Hu 001 (IEEE Trans. Image Process., 2025)

OntoCPS4PMS: Ontology modeling for collaborative cyber-physical threat defense in power monitoring system. - Jing Teng; Ruge Yang; Tian Wang 002; Junzhe Du; Quan Z. Sheng (Syst. Eng., 2025)

Improving Text-Based Person Retrieval by Excavating All-Round Information Beyond Color. - Aichun Zhu; Zijie Wang; Jingyi Xue; Xili Wan; Jing Jin 002; Tian Wang 002; Hichem Snoussi (IEEE Trans. Neural Networks Learn. Syst., 2025)

Understanding the Dimensional Need of Noncontrastive Learning. - Zhexiao Cao; Lei Huang 015; Tian Wang 002; Yinquan Wang; Jingang Shi; Aichun Zhu; Tianyun Shi; Hichem Snoussi (IEEE Trans. Cybern., 2025)