Faliang Chang

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 61

Top Topics

Face Recognition

Convolutional Neural Network

Reinforcement Learning

Sparse Representation

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Trans. Multim.

Publications

Chunsheng Liu, Xiao Zhang, Faliang Chang, Shuang Li, Penghui Hao, Yansha Lu, Yinhai Wang
Traffic Scenario Understanding and Video Captioning via Guidance Attention Captioning Network. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Peihao Wu, Wenqian Wang, Faliang Chang, Chunsheng Liu, Bin Wang
DSS-Net: Dynamic Self-Supervised Network for Video Anomaly Detection. IEEE Trans. Multim. 26 (2024)
Hui Liu, Faliang Chang, Chunsheng Liu, Yansha Lu, Minhang Liu
Camera-Based Online Vectorized HD Map Construction With Incomplete Observation. IEEE Robotics Autom. Lett. 9 (7) (2024)
Bin Wang, Faliang Chang, Chunsheng Liu, Wenqian Wang
Human-robot interaction-oriented video understanding of human actions. Eng. Appl. Artif. Intell. 133 (2024)
Dexin Wang, Chunsheng Liu, Faliang Chang, Hengqiang Huan, Kun Cheng
Multi-Stage Reinforcement Learning for Non-Prehensile Manipulation. IEEE Robotics Autom. Lett. 9 (7) (2024)
Bin Wang, Faliang Chang, Chunsheng Liu, Wenqian Wang, Ruiyi Ma
An efficient motion visual learning method for video action recognition. Expert Syst. Appl. 255 (2024)
Yiming Huang, Chunsheng Liu, Faliang Chang, Yansha Lu
Self-Supervised Multi-Granularity Graph Attention Network for Vision-Based Driver Fatigue Detection. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
Dexin Wang, Faliang Chang, Chunsheng Liu, Hengqiang Huan, Nanjun Li, Rurui Yang
On-Policy and Pixel-Level Grasping Across the Gap Between Simulation and Reality. IEEE Trans. Ind. Electron. 71 (7) (2024)
Min Li, Dongmei Liu, Chunsheng Liu, Faliang Chang, Wenqian Wang, Bin Wang
ACF-net: appearance-guided content filter network for video captioning. Multim. Tools Appl. 83 (10) (2024)
Wenqian Wang, Faliang Chang, Junhao Zhang, Rui Yan, Chunsheng Liu, Bin Wang, Mike Zheng Shou
Magi-Net: Meta Negative Network for Early Activity Prediction. IEEE Trans. Image Process. 32 (2023)
Dexin Wang, Faliang Chang, Chunsheng Liu
Multi-Stage Reinforcement Learning for Non-Prehensile Manipulation. CoRR (2023)
Nanjun Li, Faliang Chang, Chunsheng Liu
A Self-Trained Spatial Graph Convolutional Network for Unsupervised Human-Related Anomalous Event Detection in Complex Scenes. IEEE Trans. Cogn. Dev. Syst. 15 (2) (2023)
Bin Wang, Chunsheng Liu, Faliang Chang, Wenqian Wang, Nanjun Li
AE-Net:Adjoint Enhancement Network for Efficient Action Recognition in Video Understanding. IEEE Trans. Multim. 25 (2023)
Yansha Lu, Chunsheng Liu, Faliang Chang, Hui Liu, Hengqiang Huan
JHPFA-Net: Joint Head Pose and Facial Action Network for Driver Yawning Detection Across Arbitrary Poses in Videos. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Nanjun Li, Faliang Chang, Chunsheng Liu
Human-related anomalous event detection via memory-augmented Wasserstein generative adversarial network with gradient penalty. Pattern Recognit. 138 (2023)
Wenqian Wang, Faliang Chang, Chunsheng Liu, Guangxin Li, Bin Wang
GA-Net: A Guidance Aware Network for Skeleton-Based Early Activity Recognition. IEEE Trans. Multim. 25 (2023)
Guangxin Li, Nanjun Li, Faliang Chang, Chunsheng Liu
Adaptive Graph Convolutional Network With Adversarial Learning for Skeleton-Based Action Prediction. IEEE Trans. Cogn. Dev. Syst. 14 (3) (2022)
Shuang Li, Chunsheng Liu, Faliang Chang
Time-Spatial Multiscale Net for Vehicle Counting and Traffic Volume Estimation. IEEE Trans. Cogn. Dev. Syst. 14 (2) (2022)
Nanjun Li, Faliang Chang, Chunsheng Liu
Human-related anomalous event detection via spatial-temporal graph convolutional autoencoder with embedded long short-term memory network. Neurocomputing 490 (2022)
Wenqian Wang, Faliang Chang, Chunsheng Liu
Mutuality-oriented reconstruction and prediction hybrid network for video anomaly detection. Signal Image Video Process. 16 (7) (2022)
Qiang Li, Chunsheng Liu, Faliang Chang, Shuang Li, Hui Liu, Zehao Liu
Adaptive Short-Temporal Induced Aware Fusion Network for Predicting Attention Regions Like a Driver. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Dexin Wang, Faliang Chang, Chunsheng Liu, Rurui Yang, Nanjun Li, Hengqiang Huan
On-Policy Pixel-Level Grasping Across the Gap Between Simulation and Reality. CoRR (2022)
Dexin Wang, Chunsheng Liu, Faliang Chang, Nanjun Li, Guangxin Li
High-Performance Pixel-Level Grasp Detection Based on Adaptive Grasping and Grasp-Aware Network. IEEE Trans. Ind. Electron. 69 (11) (2022)
Chunsheng Liu, Ye Song, Faliang Chang, Shuang Li, Ruimin Ke, Yinhai Wang
Posture Calibration Based Cross-View & Hard-Sensitive Metric Learning for UAV-Based Vehicle Re-Identification. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Chunsheng Liu, Zijian Li, Faliang Chang, Shuang Li, Jincan Xie
Temporal Shift and Spatial Attention-Based Two-Stream Network for Traffic Risk Assessment. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Shuang Li, Faliang Chang, Chunsheng Liu
Bi-Directional Dense Traffic Counting Based on Spatio-Temporal Counting Feature and Counting-LSTM Network. IEEE Trans. Intell. Transp. Syst. 22 (12) (2021)
Daibing Hou, Zijian Zhao, Yuying Liu, Faliang Chang, Sanyuan Hu
Automatic Report Generation for Chest X-Ray Images via Adversarial Reinforcement Learning. IEEE Access 9 (2021)
Yirong Yang, Chunsheng Liu, Faliang Chang, Yansha Lu, Hui Liu
Driver Gaze Zone Estimation via Head Pose Fusion Assisted Supervision and Eye Region Weighted Encoding. IEEE Trans. Consumer Electron. 67 (4) (2021)
Luchang Chen, Chunsheng Liu, Faliang Chang, Shuang Li, Zhaoying Nie
Adaptive multi-level feature fusion and attention-based network for arbitrary-oriented object detection in remote sensing imagery. Neurocomputing 451 (2021)
Wenqian Wang, Faliang Chang, Huadong Mi
Intermediate fused network with multiple timescales for anomaly detection. Neurocomputing 433 (2021)
Nanjun Li, Faliang Chang, Chunsheng Liu
Spatial-Temporal Cascade Autoencoder for Video Anomaly Detection in Crowded Scenes. IEEE Trans. Multim. 23 (2021)
Dongmei Liu, Faliang Chang, Huaxiang Zhang, Li Liu
Level set method with Retinex-corrected saliency embedded for image segmentation. IET Image Process. 15 (7) (2021)
Zhendi Gai, Dongmei Liu, Faliang Chang, Nanjun Li
Abnormal Crowd behaviour Detection based on Deep Learning and Sparse Representation. Int. J. Robotics Autom. 35 (4) (2020)
Wang Zhang, Chunsheng Liu, Faliang Chang, Ye Song
Multi-Scale and Occlusion Aware Network for Vehicle Detection and Segmentation on UAV Aerial Images. Remote. Sens. 12 (11) (2020)
Xiao Zhang, Chunsheng Liu, Faliang Chang
Guidance Module Network for Video Captioning. CoRR (2020)
Yuying Liu, Zijian Zhao, Faliang Chang, Sanyuan Hu
An Anchor-Free Convolutional Neural Network for Real-Time Surgical Tool Detection in Robot-Assisted Surgery. IEEE Access 8 (2020)
Pan Shi, Zijian Zhao, Sanyuan Hu, Faliang Chang
Real-Time Surgical Tool Detection in Minimally Invasive Surgery Based on Attention-Guided Convolutional Neural Network. IEEE Access 8 (2020)
Chunsheng Liu, Shuang Li, Faliang Chang, Yinhai Wang
Machine Vision Based Traffic Sign Detection Methods: Review, Analyses and Perspectives. IEEE Access 7 (2019)
Chunsheng Liu, Yu Guo, Shuang Li, Faliang Chang
ACF Based Region Proposal Extraction for YOLOv3 Network Towards High-Performance Cyclist Detection in High Resolution Images. Sensors 19 (12) (2019)
Youmei Zhang, Chunluan Zhou, Faliang Chang, Alex C. Kot
Multi-resolution attention convolutional neural network for crowd counting. Neurocomputing 329 (2019)
Qinyu Jiang, Faliang Chang, Bowen Sheng
Bearing Fault Classification Based on Convolutional Neural Network in Noise Environment. IEEE Access 7 (2019)
Nanjun Li, Faliang Chang
Video anomaly detection and localization via multivariate gaussian fully convolution adversarial autoencoder. Neurocomputing 369 (2019)
Chunsheng Liu, Faliang Chang
Hybrid Cascade Structure for License Plate Detection in Large Visual Surveillance Scenes. IEEE Trans. Intell. Transp. Syst. 20 (6) (2019)
Youmei Zhang, Chunluan Zhou, Faliang Chang, Alex C. Kot
A scale adaptive network for crowd counting. Neurocomputing 362 (2019)
Youmei Zhang, Chunluan Zhou, Faliang Chang, Alex C. Kot, Wei Zhang
Attention to Head Locations for Crowd Counting. ICIG (2) (2019)
Hongbin Liu, Faliang Chang, Chunsheng Liu
Multi-target tracking with hierarchical data association using main-parts and spatial-temporal feature models. Multim. Tools Appl. 78 (20) (2019)
Bowen Sheng, Qinyu Jiang, Faliang Chang
Sound Source Localization Based on PSVM algorithm. ICIRA (4) (2019)
Youmei Zhang, Chunluan Zhou, Faliang Chang, Alex C. Kot
Attention to Head Locations for Crowd Counting. CoRR (2018)
Youmei Zhang, Faliang Chang, Mengdi Wang, Fulei Zhang, Chao Han
Auxiliary learning for crowd counting via count-net. Neurocomputing 273 (2018)
Junwei Zhang, Qinyu Jiang, Faliang Chang
Fault Diagnosis Method Based on MFCC Fusion and SVM. ICIA (2018)
Mengdi Wang, Faliang Chang, Youmei Zhang
Crowd escape event detection based on Direction-Collectiveness Model. KSII Trans. Internet Inf. Syst. 12 (9) (2018)
Wencheng Wang, Faliang Chang, Tao Ji, Xiaojin Wu
A Fast Single-Image Dehazing Method Based on a Physical Model and Gray Projection. IEEE Access 6 (2018)
Chunsheng Liu, Shuang Li, Faliang Chang, Wenhui Dong
Supplemental Boosting and Cascaded ConvNet Based Transfer Learning Structure for Fast Traffic Sign Detection in Unknown Application Scenes. Sensors 18 (7) (2018)
Wencheng Wang, Faliang Chang, Yunlong Liu, Xiaojin Wu
Expression recognition method based on evidence theory and local texture. Multim. Tools Appl. 76 (5) (2017)
Mengdi Wang, Youmei Zhang, Faliang Chang
基于边缘检测和特征融合的自然场景文本定位 (Text Localization Based on Edge Detection and Features Fusion in Natural Scene). 计算机科学 44 (9) (2017)
Faliang Chang, Chunsheng Liu
High-performance Chinese multiclass traffic sign detection via coarse-to-fine cascade and parallel support vector machine detectors. J. Electronic Imaging 26 (5) (2017)
Chunsheng Liu, Faliang Chang, Zhenxue Chen, Dongmei Liu
Fast Traffic Sign Recognition via High-Contrast Region Extraction and Extended Sparse Representation. IEEE Trans. Intell. Transp. Syst. 17 (1) (2016)
Chengxian Fan, Faliang Chang, Kaiquan Shi
The generation of band information law and the dynamic hiding of information law. Int. J. Mach. Learn. Cybern. 7 (3) (2016)
Chunsheng Liu, Faliang Chang, Chengyun Liu
Multiview road sign detection via self-adaptive color model and shape context matching. J. Electronic Imaging 25 (5) (2016)
Zhiyong Peng, Faliang Chang, Wenhui Dong
Vibe Motion Target Detection Algorithm Based on Lab Color Space. IGTA (2015)
Wenhui Dong, Faliang Chang, Zijian Zhao
Visual tracking with multifeature joint sparse representation. J. Electronic Imaging 24 (1) (2015)
Wencheng Wang, Faliang Chang
Adaptive Ratio Local Binary Pattern with Application to Eye Location. J. Multiple Valued Log. Soft Comput. 23 (1-2) (2014)
Chengyun Liu, Zhenxue Chen, Faliang Chang, Kaifang Wang
Face recognition algorithm based on improved facial model. ICNC (2014)
Chunsheng Liu, Faliang Chang, Zhenxue Chen
Rapid Multiclass Traffic Sign Detection in High-Resolution Images. IEEE Trans. Intell. Transp. Syst. 15 (6) (2014)
Chunsheng Liu, Faliang Chang, Zhenxue Chen
High performance traffic sign recognition based on sparse representation and SVM classification. ICNC (2014)
Wencheng Wang, Faliang Chang
Facial Expression Recognition Based on Feature Block and Local Binary Pattern. BIC-TA (2014)
Zhenxue Chen, Chengyun Liu, Faliang Chang, Xuzhen Han, Kaifang Wang
Illumination Processing in Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 28 (5) (2014)
Zhenxue Chen, Faliang Chang, Chunsheng Liu
Chinese License Plate Recognition Based on Human Vision Attention Mechanism. Int. J. Pattern Recognit. Artif. Intell. 27 (8) (2013)
Chunsheng Liu, Faliang Chang, Zhenxue Chen
3D Face Pose Estimation Based on Multi-template AAM. CCBR (2012)
Lei Cai, Faliang Chang, Shaowen Li, Xuexia Zhang
Control System of the Explosive Ordnance Disposal Robot Based on Active Eye-to-Hand Binocular Vision. AICI (3) (2011)
Lei Cai, Fancheng Kong, Faliang Chang, Xuexia Zhang
Wavelet Multi-Resolution Analysis Aided Adaptive Kalman Filter for SINS/GPS Integrated Navigation in Guided Munitions. AICI (2) (2011)
Yingxia Liu, Faliang Chang
Detecting Algorithm for Moving Objects Based on Bayesian Judging Criterion. J. Comput. 6 (5) (2011)
Wencheng Wang, Faliang Chang
A Multi-focus Image Fusion Method Based on Laplacian Pyramid. J. Comput. 6 (12) (2011)
Faliang Chang, Xiaolin Wang, Jie Han, Xue Liu
Vision Based Target Tracking Algorithm in Natural Complex Scene. ICNC (6) (2008)
Faliang Chang, Zhiqiang Ma, Wei Tian
A Region-Based Skin Color Detection Algorithm. PAKDD (2007)
Faliang Chang, Li Ma, Yizheng Qiao
Target Tracking Under Occlusion by Combining Integral-Intensity-Matching with Multi-block-voting. ICIC (1) (2005)