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- affiliation: Beijing Jiaotong University, China
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Journal Articles
- 2023
[j58]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: 453-465 (2023)- [j57]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): 14893-14905 (2023) - [j56]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): 2350244:1-2350244:15 (2023) - [j55]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: 103707 (2023) - [j54]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): 7220-7238 (2023) - [j53]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: 109373 (2023) - [j52]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): 1005-1013 (2023) - [j51]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): 6302-6316 (2023) - [j50]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: 4059-4072 (2023) - [j49]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): 56:1-56:22 (2023) - 2022
- [j48]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): 14651-14664 (2022) - [j47]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): 6631-6651 (2022) - [j46]Shichao Kan, Yue Zhang, Fanghui Zhang, Yigang Cen:
A GAN-based input-size flexibility model for single image dehazing. Signal Process. Image Commun. 102: 116599 (2022) - [j45]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: 2988-3003 (2022) - [j44]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: 376-388 (2022) - 2021
- [j43]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): 1426-1437 (2021) - [j42]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: 102998 (2021) - [j41]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: 106745 (2021) - [j40]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: 107846 (2021) - [j39]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: 501-516 (2021) - [j38]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: 1354-1366 (2021) - 2020
- [j37]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): 1151 (2020) - [j36]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): 23-33 (2020) - [j35]Yongyong Chen, Shuqin Wang, Fangying Zheng, Yigang Cen:
Graph-regularized least squares regression for multi-view subspace clustering. Knowl. Based Syst. 194: 105482 (2020) - [j34]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) - [j33]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: 107355 (2020) - [j32]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): 349-361 (2020) - 2019
- [j31]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: 83209-83228 (2019) - [j30]Yi Cen, Linna Zhang, Ke Wang, Yigang Cen:
Iterative Reweighted Minimization for Generalized Norm/Quasi-Norm Difference Regularized Unconstrained Nonlinear Programming. IEEE Access 7: 153102-153122 (2019) - [j29]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): 146-156 (2019) - [j28]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): 6043-6062 (2019) - [j27]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): 233-237 (2019) - [j26]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): 1422 (2019) - [j25]Xian Zhao, Gaoyun An, Yigang Cen, Hengyou Wang, Ruizhen Zhao:
Robust discriminant low-rank representation for subspace clustering. Soft Comput. 23(16): 7005-7013 (2019) - [j24]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: 494-502 (2019) - [j23]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): 5809-5823 (2019) - 2018
- [j22]Xianyou Zeng, Long Xu, Lin Ma, Ruizhen Zhao, Yigang Cen:
Visual tracking using global sparse coding and local convolutional features. Digit. Signal Process. 72: 115-125 (2018) - [j21]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): 62 (2018) - [j20]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): 1565-1576 (2018) - [j19]Fengzhen Zhang, Yigang Cen, Ruizhen Zhao, Shaohai Hu, Vladimir Mladenovic:
Multi-separable dictionary learning. Signal Process. 143: 354-363 (2018) - [j18]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): 1777-1792 (2018) - 2017
- [j17]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: 14-22 (2017) - [j16]Fengzhen Zhang, Yigang Cen, Ruizhen Zhao, Hengyou Wang, Yi Cen, Lihong Cui, Shaohai Hu:
Analytic separable dictionary learning based on oblique manifold. Neurocomputing 236: 32-38 (2017) - [j15]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: 144-153 (2017) - [j14]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): 5459-5473 (2017) - [j13]Shi-Chao Kan, Yi-Gang Cen, Yi Cen, Yanhong Wang, Viacheslav V. Voronin, Vladimir Mladenovic, Ming Zeng:
SURF binarization and fast codebook construction for image retrieval. J. Vis. Commun. Image Represent. 49: 104-114 (2017) - [j12]Ang Li, Zhenjiang Miao, Yigang Cen, Yi-Gang Cen:
Anomaly detection using sparse reconstruction in crowded scenes. Multim. Tools Appl. 76(24): 26249-26271 (2017) - [j11]Ang Li, Zhenjiang Miao, Yigang Cen, Yi-Gang Cen:
Anomaly detection using sparse reconstruction in crowded scenes. Multim. Tools Appl. 76(24): 26249-26271 (2017) - [j10]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): 969-983 (2017) - 2016
- [j9]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): 023013 (2016) - [j8]Bo-Hua Xu, Yi-Gang Cen, Zhe Wei, Yi Cen, Rui-Zhen Zhao, Zhenjiang Miao:
Video restoration based on PatchMatch and reweighted low-rank matrix recovery. Multim. Tools Appl. 75(5): 2681-2696 (2016) - 2015
- [j7]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: 406941:1-406941:11 (2015) - [j6]Yi-Gang Cen, Rui-Zhen Zhao, Li-Hui Cen, Lihong Cui, Zhenjiang Miao, Zhe Wei:
Defect inspection for TFT-LCD images based on the low-rank matrix reconstruction. Neurocomputing 149: 1206-1215 (2015) - 2014
- [j5]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): 1-7 (2014) - [j4]Hengyou Wang, Ruizhen Zhao, Yigang Cen:
Rank adaptive atomic decomposition for low-rank matrix completion and its application on image recovery. Neurocomputing 145: 374-380 (2014) - 2013
- [j3]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: 864132:1-864132:8 (2013) - [j2]Yi-Gang Cen, Li-Hui Cen, Xiao-Fang Chen, Zhenjiang Miao:
Explicit construction of symmetric compactly supported biorthogonal multiwavelets via group transformations. J. Comput. Appl. Math. 244: 49-66 (2013) - 2009
- [j1]Yi-Gang Cen, Li-Hui Cen:
Explicit construction of high-pass filter sequence for orthogonal multiwavelets. Appl. Math. Comput. 213(1): 235-242 (2009)
Conference and Workshop Papers
- 2023
- [c22]Yue Zhang, Suchen Wang, Shichao Kan, Zhenyu Weng, Yigang Cen, Yap-Peng Tan:
POAR: Towards Open Vocabulary Pedestrian Attribute Recognition. ACM Multimedia 2023: 655-665 - 2022
- [c21]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: 3309-3314 - [c20]Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He:
Coded Residual Transform for Generalizable Deep Metric Learning. NeurIPS 2022 - 2021
- [c19]Shichao Kan, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He:
Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning. CVPR 2021: 13999-14008 - [c18]Xu Wang, Yi Jin, Yigang Cen, Congyan Lang, Yidong Li:
PST-NET: Point Cloud Sampling via Point-Based Transformer. ICIG (3) 2021: 57-69 - [c17]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: 326-337 - [c16]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: 383-389 - 2019
- [c15]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: 1-6 - [c14]Ang Li, Zhenjiang Miao, Yigang Cen, Vladimir Mladenovic, Liequan Liang, Xinwei Zheng:
Global Anomaly Detection Based on a Deep Prediction Neural Network. HCC 2019: 211-222 - [c13]Melvin Harsono, Liequan Liang, Xin-wei Zheng, Forrest Fabian Jesse, Yi-Gang Cen, Wen Jin:
Classification of Imagined Digits via Brain-Computer Interface Based on Electroencephalogram. IGTA 2019: 459-471 - 2018
- [c12]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: 144-149 - [c11]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: 476-486 - 2017
- [c10]Ang Li, Zhenjiang Miao, Yigang Cen:
Global Abnormal Event Detection Based on Compact Coefficient Low-Rank Dictionary Learning. ACPR 2017: 483-487 - [c9]Yan-Xing Wang, Yi-Gang Cen, Lie-Quan Liang, Ming Zeng, Vladimir Mladenovic:
Defect inspection for structural texture surface based on generalized low-rank approximations of matrices. ISPACS 2017: 486-490 - [c8]Shi-Chao Kan, Yi-Gang Cen, Yanhong Wang, Yi Cen, Shaohai Hu:
Automatically marking object regions based on tagged images. ISPACS 2017: 513-518 - 2016
- [c7]Ang Li, Zhenjiang Miao, Yigang Cen, Qinghua Liang:
Abnormal event detection based on sparse reconstruction in crowded scenes. ICASSP 2016: 1786-1790 - [c6]Heng-You Wang, Rui-Zhen Zhao, Yi-Gang Cen, Qiang He:
Matric completion based on TV norm regularization and its application in image restoration. ICMLC 2016: 922-927 - [c5]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: 1-6 - [c4]Ang Li, Zhenjiang Miao, Yigang Cen:
Global anomaly detection in crowded scenes based on optical flow saliency. MMSP 2016: 1-5 - 2015
- [c3]Bin Wang, Sheng Tang, Ruizhen Zhao, Wu Liu, Yigang Cen:
Pedestrian detection based on Region Proposal Fusion. MMSP 2015: 1-6 - 2013
- [c2]Lili Wan, Shuai Li, Zhenjiang Miao, Yigang Cen:
Non-rigid 3D Shape Retrieval via Sparse Representation. PG (Short Papers) 2013 - 2010
- [c1]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: 373-382
Informal and Other Publications
- 2024
- [i9]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 abs/2403.10798 (2024) - [i8]Hao Shen, Lu Shi, Wanru Xu, Yigang Cen, Linna Zhang, Gaoyun An:
Patch Spatio-Temporal Relation Prediction for Video Anomaly Detection. CoRR abs/2403.19111 (2024) - 2023
- [i7]Yue Zhang, Suchen Wang, Shichao Kan, Zhenyu Weng, Yigang Cen, Yap-Peng Tan:
POAR: Towards Open-World Pedestrian Attribute Recognition. CoRR abs/2303.14643 (2023) - 2022
- [i6]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 abs/2202.06263 (2022) - [i5]Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He:
Coded Residual Transform for Generalizable Deep Metric Learning. CoRR abs/2210.04180 (2022) - [i4]Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He:
Contrastive Bayesian Analysis for Deep Metric Learning. CoRR abs/2210.04402 (2022) - 2021
- [i3]Shichao Kan, Yue Zhang, Fanghui Zhang, Yigang Cen:
A GAN-Based Input-Size Flexibility Model for Single Image Dehazing. CoRR abs/2102.09796 (2021) - [i2]Xu Wang, Yi Jin, Yigang Cen, Tao Wang, Yidong Li:
Attention Models for Point Clouds in Deep Learning: A Survey. CoRR abs/2102.10788 (2021) - 2018
- [i1]Zhi Zhang, Guanghan Ning, Yigang Cen, Yang Li, Zhiqun Zhao, Hao Sun, Zhihai He:
Progressive Neural Networks for Image Classification. CoRR abs/1804.09803 (2018)
Coauthor Index
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