• 2023
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* denotes the corresponding author


Li Guo, Pengfei Shi, Long Chen, Chenglizhao Chen*, Weiping Ding
Pixel and Region Level Information Fusion in Membership Regularized Fuzzy Clustering for Image Segmentation
Information Fusion (CCF B), vol. 258, pp: 479-497
[PDF] [CODE] [LINK]

Xuehao Wang, Shuai Li, Chenglizhao Chen*, Chong Peng, Aimin Hao, Hong Qin
Modality Profile - A New Critical Aspect to be Considered When Generating RGB-D Salient Object Detection Training Set
ACM International Conference on Multimedia (CCF A), Accepted
[PDF] [CODE] [LINK]

Wenfeng Song, Xingliang Jin, Shuai Li, Chenglizhao Chen*, Aimin Hao, Hou Xia
FineStyle: Semantic-Aware Fine-Grained Motion Style Transfer with Dual Interactive-Flow Fusion
IEEE Trans. on Visualization and Computer Graphics (CCF A), Accepted
[PDF] [CODE] [LINK]

Chong Peng, Xingrong Hou, Yongyong Chen, Zhao Kang, Chenglizhao Chen*, Qiang Cheng
Global and Local Similarity Learning in Multi-kernel Space for Nonnegative Matrix Factorization
Knowledge-Based Systems (CCF B), vol. 279, pp: 110946
[PDF] [CODE] [LINK]

Xinyue Zhang, Guodong Wang, Lijuan Yang, Chenglizhao Chen*
Lightweight Portrait Segmentation Via Edge-Optimized Attention
International Conference on Acoustics, Speech and Signal Processing (CCF B), pp: 1-5
[PDF] [CODE] [LINK]

Yunxiao Li, Chenglizhao Chen*, Shuai Li, Aimin Hao, Hong Qin
Enhancing Video Salient Object Detection via Dynamic Model Routing
Machine Intelligence Research, Accepted
[PDF] [CODE] [LINK]

Mengke Song, Linfeng Li, Dunquan Wu, Wenfeng Song, Chenglizhao Chen*
Rethinking Object Saliency Ranking: A Novel Whole-flow Processing Paradigm
IEEE Trans. on Image Processing (CCF A), Accepted
[PDF] [CODE] [LINK]

Tengfei Shi, Chenglizhao Chen*, Yuanbo He, Wenfeng Song, Aimin Hao
Semantic Referenced Learning for Image Aesthetic Assessment
BMVC (CCF C), Accepted
[PDF] [CODE] [LINK]

















* denotes the corresponding author


Chong Peng, Zhilu Zhang, Chenglizhao Chen*, Zhao Kang, Qiang Cheng
Two-Dimensional Semi-Nonnegative Matrix Factorization for Clustering
Information Sciences (CCF B), vol. 590, pp: 106-141
[PDF] [CODE] [LINK]

Guotao Wang, Chenglizhao Chen*, Dengping Fan, Aimin Hao, Hong Qin
Weakly-supervised Visual-auditory Saliency Detection with Multi-granularity Perception
IEEE Trans. on Pattern Analysis and Machine Intelligence (CCF A)
[PDF] [CODE] [LINK] [中文]

Chong Peng, Yiqun Zhang, Yongyong Chen, Zhao Kang, Chenglizhao Chen*,  Qiang Cheng
Log-based Sparse Nonnegative Matrix Factorization for Data Representation
Knowledge-Based Systems (CCF B), vol: 234, pp: 109127
[PDF] [CODE] [LINK]

Zhenyu Wu, Lin Wang, Wei Wang, Chenglizhao Chen*, Aimin Hao, Shuo Li
Semi-Supervised Salient Object Detection via Synthetic Data
ACM International Conference on Multimedia (CCF A), pp: 5557-5565
[PDF] [CODE] [LINK]

Chenglizhao Chen, Hengseng Wang, Jia Song, Chong Peng, Hong Qin
A Novel Long-term Iterative Mining Scheme for Video Salient Object Detection
IEEE Trans. on Circuits and Systems for Video Technology (CCF B), vol. 32, pp: 7662-7676
[PDF] [CODE] [LINK]

Mengke Song, Wenfeng Song, Guowei Yang, Chenglizhao Chen*
Improving RGB-D Salient Object Detection via Modality-aware Decoder
IEEE Trans. on Image Processing (CCF A), vol. 31, pp: 6124-6138
[PDF] [CODE] [LINK]

Chong Peng, Yang Liu, Yongyong Chen, Xinxin Wu, Andrew Cheng, Zhao Kang, Chenglizhao Chen*, Qiang Cheng
Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization
IEEE Trans. on Geoscience and Remote Sensing (CCF B),  vol. 60, pp: 1-17
[PDF] [CODE] [LINK]

Chenglizhao Chen, Mengke Song, Wenfeng Song, Muwei Jian
A Comprehensive Survey on Video Saliency Detection with Auditory Information: the Audio-visual Consistency Perceptual is the Key!
IEEE Trans. on Circuits and Systems for Video Technology (CCF B), accepted
[PDF] [CODE] [LINK]

Zhenyu Wu, Shuai Li, Chenglizhao Chen*, Aimin Hao, Hong Qin
Salient Object Detection via Dynamic Scale Routing
IEEE Trans. on Image Processing (CCF A), vol. 31, pp: 6649-6663
[PDF] [CODE] [LINK]

Zhenyu Wu, Lin Wang, Wei Wang, Qing Xia, Chenglizhao Chen*, Aimin Hao, Shuo Li
Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection
AAAI (CCF A), accepted
[PDF] [CODE] [LINK]















* denotes the corresponding author

Chong Peng, Yang Liu, Xin Zhang, Zhao Kang, Yongyong Chen, Chenglizhao Chen*, Qiang Cheng
Learning Discriminative Representation for Image Classification
Knowledge-Based Systems (CCF B), vol.233, pp: 107517
[PDF] [CODE] [LINK]

Chenglizhao Chen, Jia Song, Chong Peng, Guodong Wang, Yuming Fang
A Novel Video Salient Object Detection Method via Semisupervised Motion Quality Perception
IEEE Trans. on Circuits and Systems for Video Technology (CCF B), vol.32, pp: 2732-2745
[PDF] [CODE] [LINK]

Renzhi Wu, Shuai Li, Chenglizhao Chen*, Aimin Hao
Improving Video Anomaly Detection Performance by Mining Useful Data from Unseen Video Frames
Neurocomputing (CCF C), vol. 462, pp: 523-533
[PDF] [CODE] [LINK]

Chenglizhao Chen, Guotao Wang, Chong Peng, Yuming Fang, Dingwen Zhang, Hong Qin
Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object Detection
IEEE Trans. on Image Processing (CCF A), vol. 30, pp: 3995-4007
[PDF] [CODE] [LINK]

Chong Peng, Zhilu Zhang, Zhao Kang, Chenglizhao Chen*, Qiang Cheng
Nonnegative Matrix Factorization with Local Similarity Learning
Information Sciences (CCF B), vol. 562, pp: 325-346
[PDF] [CODE] [LINK]

Chenglizhao Chen, Hongmeng Zhao, Chong Peng, Teng Yu, Huan Yang, Hong Qin
Full Reference Screen Content Image Quality Assessment by Fusing Multi-level Structure Similarity
ACM Trans. on Multimedia Computing Communications and Applications (CCF B), vol. 17(3), no. 94, pp: 1-21
[PDF] [CODE] [LINK]

Chenglizhao Chen, Jipeng Wei, Chong Peng, Hong Qin
Depth-Quality-Aware Salient Object Detection
IEEE Trans. on Image Processing (CCF A), vol. 30, pp: 2350-2363
[PDF] [CODE] [LINK]

Zhenyu Wu, Shuai Li, Chenglizhao Chen*, Aimin Hao, Hong Qin
Recursive Multi-model Complementary Deep Fusion for Robust Salient Object Detection via Parallel Sub-networks
Pattern Recognition (CCF B), vol.121, 108212
[PDF] [CODE] [LINK]

Guangxiao Ma, Shuai Li, Chenglizhao Chen*, Aimin Hao, Hong Qin,
Rethinking Image Salient Object Detection: Object-Level Semantic Saliency Reranking First, Pixelwise Saliency Refinement Later
IEEE Trans. on Image Processing (CCF A),  vol. 30, pp: 4238-4252
[PDF] [CODE] [LINK]

Guotao Wang, Chenglizhao Chen*, Dengping Fan, Aimin Hao, Hong Qin
From Semantic Categories to Fixations: A Novel Weakly-supervised Visual-auditory Saliency Detection Approach
CVPR (CCF A), pp: 15119-15128
[PDF] [CODE] [LINK]


* denotes the corresponding author

Zhenyu Wu, Shuai Li, Chenglizhao Chen*, Aimin Hao, Hong Qin
A Deeper Look at Salient Object Detection: Bi-stream Network with a Small Training Dataset
IEEE Trans. on Multimedia (CCF B), vol. 24, pp: 73-86
[PDF] [CODE] [LINK]

Xuehao Wang, Shuai Li, Chenglizhao Chen*, Aimin Hao, Hong Qin
Depth Quality-aware Selective Saliency Fusion for RGB-D Image Salient Object Detection
Neurocomputing (CCF C), vol. 432, pp: 44-56
[PDF] [CODE] [LINK]


Chong Peng, Qian Zhang, Zhao Kang, Chenglizhao Chen*, Qiang Cheng

Kernel Two-Dimensional Ridge Regression for Subspace Clustering
Pattern Recognition (CCF B), vol. 113, pp: 107749
[PDF] [CODE] [LINK]


Xuehao Wang, Shuai Li, Chenglizhao Chen*, Yuming Fang, Aimin Hao, Hong Qin
Data-Level Recombination and Lightweight Fusion Scheme for RGB-D Salient Object Detection
IEEE Trans. on Image Processing (CCF A), vol. 30, pp: 458-471
[PDF] [CODE] [LINK]

Yunxiao Li, Shuai Li, Chenglizhao Chen*, Aimin Hao, Hong Qin,
A Plug-and-play Scheme to Adapt Image Saliency Deep Model for Video Data
IEEE Trans. on Circuits and Systems for Video Technology (CCF B), vol. 31, no. 6, pp: 2315-2327
[PDF] [CODE] [LINK]

Guangxiao Ma, Shuai Li, Chenglizhao Chen*, Aimin Hao, Hong Qin
Stage-wise Salient Object Detection in 360° Omnidirectional Image via Object-level Semantical Saliency Ranking
IEEE Trans. on Visualization and Computer Graphics (CCF A), vol.26, no. 12, pp: 3535-3545
[PDF] [CODE] [LINK]

Chenglizhao Chen, Jipeng Wei, Chong Peng, Weizhong Zhang, Hong Qin
Improved Saliency Detection in RGB-D Images Using Two-Phase Depth Estimation and Selective Deep Fusion
IEEE Trans. on Image Processing (CCF A), vol. 29, pp: 4296-4307
[PDF] [CODE] [LINK]





* denotes the corresponding author

Chenglizhao Chen, Guotao Wang, Chong Peng, Xiaowei Zhang, Hong Qin
Improved Robust Video Saliency Detection based on Long-term Spatial-temporal Information
IEEE Trans. on Image Processing (CCF A), vol. 29, 1090-1100
[PDF] [CODE] [LINK]

Yunxiao Li, Shuai Li, Chenglizhao Chen*, Aimin Hao, Hong Qin
Accurate and Robust Video Saliency Detection via Self-paced Diffusion
IEEE Trans. on Multimedia (CCF B), vol. 22, no. 5, pp: 1153-1167
[PDF] [CODE] [LINK]

Guangxiao Ma, Shuai Li, Chenglizhao Chen*, Chong Peng, Aimin Hao, Hong Qin
Salient Object Detection via Multiple Instance Joint Re-learning
IEEE Trans. on Multimedia (CCF B), vol. 22, no. 2, pp: 324-336
[PDF] [CODE] [LINK]

Chong Peng, Chenglizhao Chen*, Zhao Kang, Jianbo Li, Qiang Cheng
RES-PCA: A Scalable Approach to Recovering Low-rank Matrices
CVPR (CCF A), pp: 7309-7317
[PDF] [CODE] [LINK]

Chong Peng, Yongyong Chen, Zhao Kang, Chenglizhao Chen*, Qiang Cheng
Robust Principal Component Analysis: A Factorization-Based Approach with Linear Complexity
Information Sciences (CCF B), vol. 513, pp: 581-599
[PDF] [CODE] [LINK]

Chenglizhao Chen, Guotao Wang, Chong Peng
Structure-aware Adaptive Diffusion for Video Saliency Detection
IEEE Access, vol. 7, pp: 79770-79782
[PDF] [CODE] [LINK]


* denotes the corresponding author

Chenglizhao Chen, Shuai Li, Hong Qin, Zhenkuan Pan, Guowei Yang
Bilevel Feature Learning for Video Saliency Detection
IEEE Trans. on Multimedia (CCF B), vol. 20, no. 12, pp: 3324-3336
[PDF] [CODE] [LINK]

Chenglizhao Chen, Yunxiao Li, Shuai Li, Aimin Hao, Hong Qin
A Novel Bottom-Up Saliency Detection Method for Video with Dynamic Background
IEEE Signal Processing Letters (CCF C), vol. 25, no. 2, pp: 154-158
[PDF] [CODE] [LINK]

Teng Yu, Kang Song, Pu Miao, Guowei Yang, Huan Yang, Chenglizhao Chen*

Nighttime Single Image Dehazing via Pixel-Wise Alpha Blending
IEEE Access, vol. 7, pp: 114619-114630
[PDF] [CODE] [LINK]


Chenglizhao Chen, Shuai Li, Aimin Hao, Hong Qin
Video Saliency Detection via Spatial-Temporal Fusion and Low-Rank Coherency Diffusion
IEEE Trans. on Image Processing (CCF A), vol. 26, no. 7, pp: 3156-3170
[PDF] [CODE] [LINK]


Chenglizhao Chen, Shuai Li, Yongguang Wang, Aimin Hao, Hong Qin

Structure-Sensitive Saliency Detection via Multilevel Rank Analysis in Intrinsic Feature Space
IEEE Trans. on Image Processing (CCF A), vol. 24, no. 8, pp: 2303-2316
[PDF] [CODE] [LINK]


Chenglizhao Chen, Shuai Li, Aimin Hao, Hong Qin
Real-time and Robust Object Tracking in Video via Low-rank Coherency Analysis in Feature Space
Pattern Recognition (CCF B), vol. 48, pp: 2885-2905
[PDF] [CODE] [LINK]


Chenglizhao Chen, Shuai Li, Aimin Hao, Hong Qin

Robust Salient Motion Detection in Non-stationary Videos via Novel Integrated Strategies of Spatio-temporal Coherency Clues and Low-rank Analysis
Pattern Recognition (CCF B), vol. 52, pp: 410-432
[PDF] [CODE] [LINK]