Yigang Cen

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 74

Top Topics

Anomaly Detection

Image Retrieval

Metric Learning

Top Venues

IEEE Trans. Image Process.

Pattern Recognit.

Publications

Shan Cao, Gaoyun An, Yigang Cen, Zhaoqilin Yang, Weisi Lin
CAST: Cross-Modal Retrieval and Visual Conditioning for image captioning. Pattern Recognit. 153 (2024)
Shichao Kan, Yuhai Deng, Yixiong Liang, Lihui Cen, Zhe Qu, Yigang Cen, Zhihai He
Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object Retrieval. CoRR (2024)
Hao Shen, Lu Shi, Wanru Xu, Yigang Cen, Linna Zhang, Gaoyun An
Patch Spatio-Temporal Relation Prediction for Video Anomaly Detection. CoRR (2024)
Ruofei Liang, Yigang Cen
Radar Signal Classification with Multi-Frequency Multi-Scale Deformable Convolutional Networks and Attention Mechanisms. Remote. Sens. 16 (8) (2024)
Xu Wang, Yuqiao Zeng, Yi Jin, Yigang Cen, Baifu Liu, Shaohua Wan
RS-TNet: point cloud transformer with relation-shape awareness for fine-grained 3D visual processing. Soft Comput. 27 (2) (2023)
Fanghui Zhang, Shichao Kan, Damin Zhang, Yigang Cen, Linna Zhang, Vladimir Mladenovic
A graph model-based multiscale feature fitting method for unsupervised anomaly detection. Pattern Recognit. 138 (2023)
Shuqin Wang, Zhiping Lin, Qi Cao, Yigang Cen, Yongyong Chen
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering. IEEE Trans. Image Process. 32 (2023)
Yue Zhang, Suchen Wang, Shichao Kan, Zhenyu Weng, Yigang Cen, Yap-Peng Tan
POAR: Towards Open-World Pedestrian Attribute Recognition. CoRR (2023)
Yue Zhang, Fanghui Zhang, Yi Jin, Yigang Cen, Viacheslav V. Voronin, Shaohua Wan
Local Correlation Ensemble with GCN Based on Attention Features for Cross-domain Person Re-ID. ACM Trans. Multim. Comput. Commun. Appl. 19 (2) (2023)
Yue Zhang, Suchen Wang, Shichao Kan, Zhenyu Weng, Yigang Cen, Yap-Peng Tan
POAR: Towards Open Vocabulary Pedestrian Attribute Recognition. ACM Multimedia (2023)
Yue Zhang, Shuqin Wang, Shichao Kan, Yigang Cen, Linna Zhang
End-to-end feature diversity person search with rank constraint of cross-class matrix. Neurocomputing 518 (2023)
Yanhong Wang, Yigang Cen, Ruizhen Zhao, Linna Zhang, Shichao Kan, Shaohai Hu
Compressed sensing based feature fusion for image retrieval. J. Ambient Intell. Humaniz. Comput. 14 (11) (2023)
Maja Lutovac-Banduka, Danijela Milosevic, Yigang Cen, Asutosh Kar, Vladimir Mladenovic
Graphical User Interface for Design, Analysis, Validation, and Reporting of Continuous-Time Systems Using Wolfram Language. J. Circuits Syst. Comput. 32 (14) (2023)
Xiaoyu Chen, Shichao Kan, Fanghui Zhang, Yigang Cen, Linna Zhang, Damin Zhang
Multiscale spatial temporal attention graph convolution network for skeleton-based anomaly behavior detection. J. Vis. Commun. Image Represent. 90 (2023)
Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Contrastive Bayesian Analysis for Deep Metric Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Shuqin Wang, Yongyong Chen, Zhiping Lin, Yigang Cen, Qi Cao
Robustness Meets Low-Rankness: Unified Entropy and Tensor Learning for Multi-View Subspace Clustering. IEEE Trans. Circuits Syst. Video Technol. 33 (11) (2023)
Shichao Kan, Yue Zhang, Fanghui Zhang, Yigang Cen
A GAN-based input-size flexibility model for single image dehazing. Signal Process. Image Commun. 102 (2022)
Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Contrastive Bayesian Analysis for Deep Metric Learning. CoRR (2022)
Shuqin Wang, Yongyong Chen, Linna Zhang, Yigang Cen, Viacheslav V. Voronin
Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He
Coded Residual Transform for Generalizable Deep Metric Learning. NeurIPS (2022)
Xinggan Peng, Yuxuan Lin, Qi Cao, Yigang Cen, Huiping Zhuang, Zhiping Lin
Traffic Anomaly Detection in Intelligent Transport Applications with Time Series Data using Informer. ITSC (2022)
Xu Wang, Yi Jin, Chenning Li, Yigang Cen, Yidong Li
VSLN: View-aware sphere learning network for cross-view vehicle re-identification. Int. J. Intell. Syst. 37 (10) (2022)
Shuqin Wang, Yongyong Chen, Yigang Cen, Linna Zhang, Hengyou Wang, Viacheslav V. Voronin
Nonconvex low-rank and sparse tensor representation for multi-view subspace clustering. Appl. Intell. 52 (13) (2022)
Shichao Kan, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Local Semantic Correlation Modeling Over Graph Neural Networks for Deep Feature Embedding and Image Retrieval. IEEE Trans. Image Process. 31 (2022)
Xu Wang, Yi Jin, Yigang Cen, Tao Wang, Bowen Tang, Yidong Li
LighTN: Light-weight Transformer Network for Performance-overhead Tradeoff in Point Cloud Downsampling. CoRR (2022)
Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He
Coded Residual Transform for Generalizable Deep Metric Learning. CoRR (2022)
Xu Wang, Yi Jin, Yigang Cen, Congyan Lang, Yidong Li
PST-NET: Point Cloud Sampling via Point-Based Transformer. ICIG (3) (2021)
Shichao Kan, Yi Cen, Yigang Cen, Vladimir Mladenovic, Yang Li, Zhihai He
Zero-Shot Learning to Index on Semantic Trees for Scalable Image Retrieval. IEEE Trans. Image Process. 30 (2021)
Xu Wang, Yi Jin, Yigang Cen, Tao Wang, Yidong Li
Attention Models for Point Clouds in Deep Learning: A Survey. CoRR (2021)
Shichao Kan, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning. CVPR (2021)
Yanhong Wang, Ruizhen Zhao, Liequan Liang, Xinwei Zheng, Yigang Cen, Shichao Kan
Block-based image matching for image retrieval. J. Vis. Commun. Image Represent. 74 (2021)
Yue Zhang, Fanghui Zhang, Shichao Kan, Linna Zhang, Jiaping Zong, Yigang Cen
Cross-domain Person Re-identification Based on the Sample Relation Guidance. ICIG (2) (2021)
Qi Cao, Bee Teck Png, Yiyu Cai, Yigang Cen, Di Xu
Interactive Virtual Reality Game for Online Learning of Science Subject in Primary Schools. TALE (2021)
Yang Li, Zhiqun Zhao, Hao Sun, Yigang Cen, Zhihai He
Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets. IEEE Trans. Multim. 23 (2021)
Shichao Kan, Yue Zhang, Fanghui Zhang, Yigang Cen
A GAN-Based Input-Size Flexibility Model for Single Image Dehazing. CoRR (2021)
Shuqin Wang, Yongyong Chen, Yi Jin, Yigang Cen, Yidong Li, Linna Zhang
Error-robust low-rank tensor approximation for multi-view clustering. Knowl. Based Syst. 215 (2021)
Fanghui Zhang, Yi Jin, Shichao Kan, Linna Zhang, Yigang Cen, Wen Jin
Distorted Vehicle Detection and Distance Estimation by Metric Learning-Based SSD. Int. J. Comput. Intell. Syst. 14 (1) (2021)
Yi Jin, Yue Zhang, Yigang Cen, Yidong Li, Vladimir Mladenovic, Viacheslav V. Voronin
Pedestrian detection with super-resolution reconstruction for low-quality image. Pattern Recognit. 115 (2021)
Nenad Stefanovic, Marija D. Blagojevic, Ivan Pokrajac, Marian Greconici, Yigang Cen, Vladimir Mladenovic
A Symbolic Encapsulation Point as Tool for 5G Wideband Channel Cross-Layer Modeling. Entropy 22 (10) (2020)
Ang Li, Zhenjiang Miao, Yigang Cen, Xiao-Ping Zhang, Linna Zhang, Shiming Chen
Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learning. Pattern Recognit. 108 (2020)
Yue Zhang, Yi Jin, Jianqiang Chen, Shichao Kan, Yigang Cen, Qi Cao
PGAN: Part-Based Nondirect Coupling Embedded GAN for Person Reidentification. IEEE Multim. 27 (3) (2020)
Yongyong Chen, Shuqin Wang, Fangying Zheng, Yigang Cen
Graph-regularized least squares regression for multi-view subspace clustering. Knowl. Based Syst. 194 (2020)
Hengyou Wang, Yang Li, Yigang Cen, Zhihai He
Multi-Matrices Low-Rank Decomposition With Structural Smoothness for Image Denoising. IEEE Trans. Circuits Syst. Video Technol. 30 (2) (2020)
Shichao Kan, Linna Zhang, Zhihai He, Yigang Cen, Shiming Chen, Jikun Zhou
Metric learning-based kernel transformer with triplets and label constraints for feature fusion. Pattern Recognit. 99 (2020)
Xianyou Zeng, Long Xu, Yigang Cen, Ruizhen Zhao, Wanli Feng
Dual-scale weighted structural local sparse appearance model for object tracking. IET Comput. Vis. 13 (2) (2019)
Yi Cen, Yigang Cen, Ke Wang, Jingcong Li
Energy-Efficient Nonuniform Content Edge Pre-Caching to Improve Quality of Service in Fog Radio Access Networks. Sensors 19 (6) (2019)
Xianyou Zeng, Long Xu, Yigang Cen, Ruizhen Zhao, Shaohai Hu, Guohui Xiao
Visual Tracking Based on Multi-Feature and Fast Scale Adaptive Kernelized Correlation Filter. IEEE Access 7 (2019)
Xian Zhao, Gaoyun An, Yigang Cen, Hengyou Wang, Ruizhen Zhao
Robust discriminant low-rank representation for subspace clustering. Soft Comput. 23 (16) (2019)
Yi Cen, Linna Zhang, Ke Wang, Yigang Cen
Iterative Reweighted Minimization for Generalized Norm/Quasi-Norm Difference Regularized Unconstrained Nonlinear Programming. IEEE Access 7 (2019)
Linna Zhang, Jianqiang Chen, Xiaoling Chen, Yigang Cen, Shichao Kan
面向行车视频目标实时检测的轻量级SSD网络 (Lightweight SSD Network for Real-time Object Detection in Automotive Videos). 计算机科学 46 (7) (2019)
Linna Zhang, Shiming Chen, Yigang Cen, Yi Cen, Hengyou Wang, Ming Zeng
Block Sparse Low-rank Matrix Decomposition based Visual Defect Inspection of Rail Track Surfaces. KSII Trans. Internet Inf. Syst. 13 (12) (2019)
Fanghui Zhang, Yi Jin, Shichao Kan, Linna Zhang, Yigang Cen, Jin Wen
Vehicle Detection in Distorted Driving Video Based on Metric Learning and Single Shot MultiBox Detector. BESC (2019)
Shichao Kan, Lihui Cen, Xinwei Zheng, Yigang Cen, Zhenmin Zhu, Hengyou Wang
A supervised learning to index model for approximate nearest neighbor image retrieval. Signal Process. Image Commun. 78 (2019)
Ang Li, Zhenjiang Miao, Yigang Cen, Vladimir Mladenovic, Liequan Liang, Xinwei Zheng
Global Anomaly Detection Based on a Deep Prediction Neural Network. HCC (2019)
Shichao Kan, Yigang Cen, Zhihai He, Zhi Zhang, Linna Zhang, Yanhong Wang
Supervised Deep Feature Embedding With Handcrafted Feature. IEEE Trans. Image Process. 28 (12) (2019)
Xianyou Zeng, Long Xu, Lin Ma, Ruizhen Zhao, Yigang Cen
Visual tracking using global sparse coding and local convolutional features. Digit. Signal Process. 72 (2018)
Zhi Zhang, Guanghan Ning, Yigang Cen, Yang Li, Zhiqun Zhao, Hao Sun, Zhihai He
Progressive Neural Networks for Image Classification. CoRR (2018)
Yi Cen, Yigang Cen, Ke Wang, Jincong Li, Shiming Chen, Linna Zhang, Dan Tao
Low-Rank Tensor Estimation via Generalized Norm/Quasi-Norm Difference Regularization. BigCom (2018)
Yanhong Wang, Linna Zhang, Yigang Cen, Ruizhen Zhao, Tingting Chai, Yi Cen
Composite Descriptors and Deep Features Based Visual Phrase for Image Retrieval. ICCCS (6) (2018)
Hengyou Wang, Ruizhen Zhao, Yigang Cen, Liequan Liang, Qiang He, Fengzhen Zhang, Ming Zeng
Low-rank matrix recovery via smooth rank function and its application in image restoration. Int. J. Mach. Learn. Cybern. 9 (9) (2018)
Vladimir Mladenovic, Danijela Milosevic, Miroslav D. Lutovac, Yigang Cen, Matjaz Debevc
An Operation Reduction Using Fast Computation of an Iteration-Based Simulation Method with Microsimulation-Semi-Symbolic Analysis. Entropy 20 (1) (2018)
Fengzhen Zhang, Yigang Cen, Ruizhen Zhao, Shaohai Hu, Vladimir Mladenovic
Multi-separable dictionary learning. Signal Process. 143 (2018)
Hengyou Wang, Yigang Cen, Zhiquan He, Zhihai He, Ruizhen Zhao, Fengzhen Zhang
Reweighted Low-Rank Matrix Analysis With Structural Smoothness for Image Denoising. IEEE Trans. Image Process. 27 (4) (2018)
Ang Li, Zhenjiang Miao, Yigang Cen, Yi-Gang Cen
Anomaly detection using sparse reconstruction in crowded scenes. Multim. Tools Appl. 76 (24) (2017)
Hengyou Wang, Yigang Cen, Zhihai He, Ruizhen Zhao, Yi Cen, Fengzhen Zhang
Robust Generalized Low-Rank Decomposition of Multimatrices for Image Recovery. IEEE Trans. Multim. 19 (5) (2017)
Wanli Feng, Yigang Cen, Xianyou Zeng, Zhetao Li, Ming Zeng, Viacheslav V. Voronin
Object tracking based on adaptive updating of a spatial-temporal context model. KSII Trans. Internet Inf. Syst. 11 (11) (2017)
Yanhong Wang, Yigang Cen, Rui-Zhen Zhao, Yi Cen, Shaohai Hu, Viacheslav V. Voronin, Hengyou Wang
Separable vocabulary and feature fusion for image retrieval based on sparse representation. Neurocomputing 236 (2017)
Ang Li, Zhenjiang Miao, Yigang Cen
Global Abnormal Event Detection Based on Compact Coefficient Low-Rank Dictionary Learning. ACPR (2017)
Hengyou Wang, Yigang Cen, Ruizhen Zhao, Viacheslav V. Voronin, Fengzhen Zhang, Yanhong Wang
Fast smooth rank function approximation based on matrix tri-factorization. Neurocomputing 257 (2017)
Fengzhen Zhang, Yigang Cen, Ruizhen Zhao, Hengyou Wang, Yi Cen, Lihong Cui, Shaohai Hu
Analytic separable dictionary learning based on oblique manifold. Neurocomputing 236 (2017)
Youquan Wang, Lihong Cui, Yigang Cen, Jianjun Sun
Construction and solution of an adaptive image-restoration model for removing blur and mixed noise. J. Electronic Imaging 25 (2) (2016)
Ang Li, Zhenjiang Miao, Yigang Cen
Global anomaly detection in crowded scenes based on optical flow saliency. MMSP (2016)
Viacheslav V. Voronin, Roman A. Sizyakin, Vladimir I. Marchuk, Yigang Cen, G. G. Galustov, Karen O. Egiazarian
Video inpainting of complex scenes based on local statistical model. Image Processing: Algorithms and Systems (2016)
Ang Li, Zhenjiang Miao, Yigang Cen, Qinghua Liang
Abnormal event detection based on sparse reconstruction in crowded scenes. ICASSP (2016)
Bin Wang, Sheng Tang, Ruizhen Zhao, Wu Liu, Yigang Cen
Pedestrian detection based on Region Proposal Fusion. MMSP (2015)
Ang Li, Zhenjiang Miao, Yigang Cen, Tian Wang, Viacheslav V. Voronin
Histogram of Maximal Optical Flow Projection for Abnormal Events Detection in Crowded Scenes. Int. J. Distributed Sens. Networks 11 (2015)
Yigang Cen, Ruizhen Zhao, Zhenjiang Miao, Li-Hui Cen, Lihong Cui
A new approach of conditions on δ 2s (Φ) for s-sparse recovery. Sci. China Inf. Sci. 57 (4) (2014)
Hengyou Wang, Ruizhen Zhao, Yigang Cen
Rank adaptive atomic decomposition for low-rank matrix completion and its application on image recovery. Neurocomputing 145 (2014)
Lili Wan, Shuai Li, Zhenjiang Miao, Yigang Cen
Non-rigid 3D Shape Retrieval via Sparse Representation. PG (Short Papers) (2013)
Yigang Cen, Fang-Fei Wang, Ruizhen Zhao, Lihong Cui, Li-Hui Cen, Zhenjiang Miao, Yanming Cen
Tree-Based Backtracking Orthogonal Matching Pursuit for Sparse Signal Reconstruction. J. Appl. Math. 2013 (2013)
Mingxing Hu, Graeme P. Penney, Daniel Rueckert, Philip J. Edwards, Fernando Bello, Michael Figl, Roberto Casula, Yigang Cen, Jie Liu, Zhenjiang Miao
A Robust Mosaicing Method with Super-Resolution for Optical Medical Images. MIAR (2010)