陈志波  (教授)

博士生导师

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学位:博士

毕业院校:Tsinghua University

   

All Journal Papers

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2024

[1] Xin Li, Cuiling Lan, Guoqiang Wei, Zhibo Chen*. "Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation." IEEE Trans. on Image Processing (2024).  [Paper]

[2] Chen, Zhibo, Heming Sun, Li Zhang, and Fan Zhang. "Guest Editorial Advances in Generative Visual Signal Coding and Processing." Vol.14, Issue-2, Page: 145-148, IEEE Journal on Emerging and Selected Topics in Circuits and Systems (2024).  

[3] Chen, Zhibo*, Heming Sun, Li Zhang, and Fan Zhang. "Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization." Vol.14, Issue-2, Page: 149-171, IEEE Journal on Emerging and Selected Topics in Circuits and Systems (2024).  [Paper]

[4] Xin Li, Yiting Lu, Zhibo Chen*, "FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency Perspective", Vol.26, pp.4652-4666, IEEE Trans. on Multimedia, 2024. [Paper]

[5] Jun Fu, Wei Zhou, Zhibo Chen*, "Bayesian Graph Convolutional Network for Traffic Prediction", Early Access, Neurocomputing, 2024.  [Paper]



2023

[1] Zongyu Guo, Runsen Feng, Zhizheng Zhang, Xin Jin and Zhibo Chen*, "Learning Cross-Scale Weighted Prediction for Efficient Neural Video Compression", vol.32, pp.3567-3579, IEEE Trans. on Image Processing, 2023.  [Paper]

[2] Shiqi Lin, Tao Yu, Ruoyu Feng, Xin Li, Xiaoyuan Yu, Lei Xiao, Zhibo Chen*, "Local Patch AutoAugment with Multi-Agent Collaboration", Vol.26, pp.724-736, IEEE Trans. on Multimedia, 2023. [Paper]

[3] Xin Jin, Cuiling Lan, Wenjun Zeng, and Zhibo Chen*, "Domain Prompt Tuning via Meta Relabeling for Unsupervised Adversarial Adaptation", Early Access, IEEE Trans. on Multimedia, 2023. [Paper]

[4] Xin Jin; Ruoyu Feng; Simeng Sun; Runsen Feng; Tianyu He, Zhibo Chen*, "Semantical Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks", Early Access, Journal of Visual Communication and Image Representation, 2023. [Paper]

[5] Yingxue Panga, Xin Jin, Jun Fu, Zhibo Chen*, "Structure-preserving feature alignment for old photo colorization", Pattern Recognition, 2023 [Paper]


2022

[1] Jianzhao Liu, Wei Zhou, Xin Li, Jiahua Xu, Shukun An and Zhibo Chen*, "LIQA: Lifelong Blind Image Quality Assessment", Early Access, IEEE Trans. on Multimedia, 2022. [Paper]

[2] Simeng Sun, Tao Yu, Jiahua Xu, Wei Zhou, and Zhibo Chen*, "GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment", Early Access, IEEE Trans. on Multimedia, 2022. [Paper] [Project]

[3] Shilin Wu, Jun Shi, Zhibo Chen*, "HG-FCN: Hierarchical Grid Fully Convolutional Network for Fast VVC Intra Coding", Early Access, IEEE Trans. on Circuits and Systems for Video Technology, 2022.

[4] Changsheng Gao, Li Li, Dong Liu,Zhibo Chen, Weiping Li, Feng Wu, "Two-Step Fast Mode Decision for Intra Coding of Screen Content", Early Access, IEEE Trans. on Circuits and Systems for Video Technology, 2022.

 

2021

[1] Xin Jin, Li Zhang, Chaowei Shan, Xin Li, Zhibo Chen*, "Dual Prior Learning for Weakly-supervised Single Image Restoration from Blended Distortions", Vol.31, pp.1042 - 1056, IEEE Trans. on Imge Processing, 2021. [Paper]

[2] Yaojun Wu#, Xin Li#, Zhizheng Zhang, Xin Jin, Zhibo Chen*, "Learned Block-based Hybrid Image Compression", Vol.32, Issue.6, pp.3978-3990, IEEE Trans. on Circuits and Systems for Video Technology, June, 2022 [Paper]

[3] Yingxue Pang, Jianxin Lin, Tao Qin, Zhibo Chen*, "Image-to-Image Translation: Methods and Applications", Early Access, IEEE Trans. on Multimedia, 2021. [Paper]

[4] Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen*, Shifu Chang, "Beyond Triplet Loss: Meta Prototypical N-tuple Loss for Person Re-identification", Early Access, IEEE Trans. on Multimedia, 2021. [Paper]

[5] Xin Li, Jun Shi, Zhibo Chen*, "Task-driven Semantic Coding via Reinforcement Learning", Vol.30, pp.6307-6320, IEEE Trans. on Image Processing, 2021. [Paper] [Github]

[6] Zongyu Guo, Zhizheng Zhang, Runsen Feng, Zhibo Chen*, "Causal Contextual Prediction for Learned Image Compression", Vol.32, Issue.4, pp.2329-2341, IEEE Trans. on Circuits and Systems for Video Technology, 2022. [Paper]

[7] Xin Jin, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*, "Style Normalization and Restitution for Domain Generalization and Adaptation", Early Access, IEEE Trans. on Multimedia, 2021. [Paper]

[8] Jianxin Lin, Yingce Xia, Sen Liu, Shuxin Zhao, Zhibo Chen*, "ZstGAN: An Adversarial Approach for Unsupervised Zero-Shot Image-to-Image Translation", Early Access, NeurocComputing, 2021. [Paper]

[9] Jianxin Lin, Zhibo Chen*, Yingce Xia, Sen Liu, Tao Qin, Jiebo Luo, "Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation", Vol.43, Issue.4, pp.1254-1266, IEEE Trans. Pattern Analysis and Machine Intelligence, 2021. [Paper]

[10] Wei Zhou, Jiahua Xu, Qiuping Jiang, Zhibo Chen*, "No-Reference Quality Assessment for 360-degree Images by Analysis of Multifrequency Information and Local-global Naturalness", Vol.32, Issue.4, pp.1778-1791,IEEE Trans. on Circuits and Systems for Video Technology, 2022.

[11] Jiahua Xu, Wei Zhou, Zhibo Chen*, “Blind Omnidirectional Image Quality Assessment with Viewport Oriented Graph Convolutional Networks”, Vol.31, Issue.5, pp.1724-1737, IEEE Trans. on Circuits and Systems for Video Technology, 2021. [Paper] [Project]

[12] Jun Shi, Jianfeng Xu, Kazuyuki Tasaka, Zhibo Chen* “SASL: Saliency-Adaptive Sparsity Learning for Neural Network Acceleration”, Vol.31, Issue.5, pp.2008-2019, IEEE Trans. on Circuits and Systems for Video Technology, 2021. [Paper] [Project]

[13] Jun Fu, Zhibo Chen*, Xiaoming Chen*, Weiping Li, “Sequential Reinforced 360-Degree Video Adaptive Streaming with Cross-user Attentive Network”, Vol.67, Issue.2, pp.383-394, IEEE Transactions on Broadcasting, June, 2021. [Paper]

[14] Ya Zhou, Zhibo Chen*, Weiping Li, “Hierarchical visual comfort assessment for stereoscopic image retargeting”, Early Access, Signal Pprocessing: Image Communication, 2021.

[15] Kun Yang, Dong Liu, Feng Wu, Zhibo Chen, Weiping Li, “Spatiotemporal Generative Adversarial Network-Based Dynamic Texture Synthesis for Surveillance Video Coding”, Early Access, IEEE Trans. on Circuits and Systems for Video Technology, 2021.

[16] Shengyang Zhao, Zhibo Chen*, “Various density light field image coding based on distortion minimization interpolation”, Vol.77, Journal of Visual Communication and Image Representation, 2021, [Paper]

[17] Simeng Sun, Tianyu He, Zhibo Chen*, “Semantic Structured Image Coding Framework for Multiple Intelligent Applications”, Vol.31, Issue.9, pp.3631-3642, IEEE Trans. on Circuits and Systems for Video Technology, 2021. [Paper]

[18] Jiahua Xu, Wei Zhou, Zhibo Chen*, Suiyi Ling, Patrick Le Callet, “Binocular Rivalry Oriented Predictive Auto-Encoding Network for Blind Stereoscopic Image Quality Measurement”, Vol.70, pp.1-13, IEEE Transactions on Instrumentation and Measurement, 2021. [Paper] [Project]

[19] Ya Zhou, Zhibo Chen*, Weiping Li, “Weakly Supervised Reinforced Multi-Operator Image Retargeting”, Vol.31, Issue.1, pp.126-139, IEEE Trans. on Circuits and Systems for Video Technology, Jan. 2021. [Paper] [Project]

[20] Zhibo Chen*, Jianxin Lin, Tiankuang Zhou, Feng Wu, “Sequential Gating Ensemble Network for Noise Robust Multiscale Face Restoration”, Vol.50, Issue.1, pp.451-461, IEEE Trans. on Cybernetics, 2021. [Paper]

 

2020

[1] Zhibo Chen*, Jun Shi, Weiping Li, “Learned Fast HEVC Intra Coding”, Vol.29, Issue.1, pp.5431-5446, IEEE Trans. on Image Processing, 2020. [Paper]

[2] Wei Zhou, Qiuping Jiang, Yuwang Wang, Zhibo Chen*, Weiping Li, “Blind quality assessment for image superresolution using deep two-stream convolutional networks”, Vol.529, pp.205-218, Information Sciences, 2020. [Paper]

[3] Xin Jin, Jianfeng Xu, Kazuyuki Tasaka, Zhibo Chen*, “Multi-Task Learning-based All-in-one Collaboration Framework for Degraded Image Super-Resolution”, Early Access, ACM Transactions on Multimedia Computing Communications and Applications, 2020.

[4] Wei Zhou#, Likun Shi#, Zhibo Chen*, Jinglin Zhang, “Tensor Oriented No-Reference Light Field Image Quality Assessment”, Vol.29, Issue.1, pp.4070-4084, IEEE Trans. on Image Processing, 2020. [Paper] [Project]

[5] Xin Jin, Zhibo Chen*, Weiping Li, "AI-GAN: Asynchronous Interactive Generative Adversarial Network for Single Image Rain Removal", Pattern Recognition, vol.100, p.107143, 2020. [Paper] [Project]

[9] Qiuping Jiang, Wei Zhou, Xiongli Chai, Guanghui Yue, Feng Shao, Zhibo Chen*, “A Full-Reference Stereoscopic Image Quality Measurement via Hierarchical Deep Feature Degradation Fusion”, IEEE Transactions on Instrumentation & Measurement, 2020.

[6] Zhibo Chen*, Jiahua Xu, Chaoyi Lin and Wei Zhou, "Stereoscopic Omnidirectional Image Quality Assessment Based on Predictive Coding Theory", Vol.14, Issue.1, pp.103-117, IEEE Journal of Selected Topics in Signal Processing, 2020. [Paper] [Project]

[7] Zhen Chen, Zhibo Chen*, Jianxin Lin, Sen Liu, Weiping Li, "Deep Neural Network Acceleration Based on Low-Rank Approximated Channel Pruning", Vol.67, Issue.4, Page.1232-1244, IEEE Trans. on Circiut and System I: Regular Papers, 2020. [Paper]

[8] Zhibo Chen*, Tianyu He, Xin Jin, Feng Wu, “Learning for Video Compression”, Vol.30, Issue.2, pp.566-576, IEEE Trans. on Circuits and Systems for Video Technology, 2020. [Paper] [Project]

[9] Guoqiang Wei, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*, "View Invariant 3D Human Pose Estimation", Vol.30, Issue.12, pp.4601-4610, IEEE Trans. on Circuits and Systems for Video Technology, 2020. [Paper]

 

2019

[1] Likun Shi, Wei Zhou, Zhibo Chen*, Jinglin Zhang*, “No-Reference Light Field Image Quality Assessment Based on Spatial-Angular Measurement”, Early Access, IEEE Trans. on Circuits and Systems for Video Technology, 2019. [Paper] [Project]

[2] Zhizheng Zhang, Jiale Chen, Zhibo Chen*, Weiping Li, "Asynchronous Episodic Deep Deterministic Policy Gradient: Toward Continuous Control in Computationally Complex Environments", Vol.51, Issue.2, pp.2168-2267, IEEE Trans. on Cybernetics, Feb.2021 (Accepted in 2019). [Paper]

[3] Yongfei Zhang, Chao Zhang, Rui Fan, Siwei Ma, Zhibo Chen, C.-C. Jay Kuo, “Recent Advances on HEVC Inter-frame Coding: From Optimization to Implementation and Beyond”, Early Access, IEEE Trans. on Circuits and Systems for Video Technology, 2019. [Paper]

[5] Wei Zhou, Zhibo Chen*, Weiping Li, "Dual-Stream Interactive Networks for No-Reference Stereoscopic Image Quality Assessment", Vol.28, Issue 8, pp.3946-3958, IEEE Transactions on Image Processing, Aug. 2019. [Paper] [Project]

[6] Zhibo Chen*, Tianyu He, “Learning based Facial Image Compression with Semantic Fidelity Metric”, Vol.338, pp.16-25, Neurocomputing, Arpil, 2019. [Paper]

[7] Chen Z*, Ying C, Lin C, et al. “Multi-view Vehicle Type Recognition with Feedback-enhancement Multi-branch CNNs”. IEEE Transactions on Circuits and Systems for Video Technology, Vol.29, Issue:9, pp.2590-2599, 2019. [Paper] [Project]

 

2018

[1] X. Chen, Z. Chen*, Y. Li, T. He, J. Hou, S.Liu, Y. He. ImmerTai: Immersive Motion Learning in VR Environments[J]. Journal of Visual Communication and Image Representation, 2019, 58: 416-427. [Paper]

[2] Henry W. F. Yeung, Junhui Hou*, Xiaoming Chen*, Jie Chen, Zhibo Chen*, and Yuk Ying Chung, “Light Field Spatial Super-Resolution Using Efficient Deep Alternating Spatial-Angular Convolution”, 28(5), (2019): IEEE Transactions on Image Processing, 2319-2330. [Paper]

[3] Shilin Wu, Xiaoming Chen, Jun Fu, Zhibo Chen*, “Efficient VR Video Representation and Quality Assessment”, Journal of Visual Communication and Image Representation, 57, pp.107-117, Nov. 2018. [Paper]

[4] Zhicheng Lu, Henry W. F. Yeung, Qiang Qu, Yuk Ying Chung, Xiaoming Chen*, Zhibo Chen*, “Improved Image Classification with 4D Light-Field and Interleaved Convolutional Neural Network”, Multimedia Tools and Applications, pp.1-17, 2018. [Paper]

[5] Zhibo Chen*, Wei Zhou, and Weiping Li. "Blind stereoscopic video quality assessment: From depth perception to overall experience." IEEE Transactions on Image Processing 27(2), (2018): 721-734. [Paper] [Project]

 

2017

[1] Chen Z*, Lin J, Liao N, et al. “Full Reference Quality Assessment for Image Retargeting Based on Natural Scene Statistics Modeling and Bi-Directional Saliency Similarity”. IEEE Transactions on Image Processing, 2017, 26(11): 5138-5148. [Paper]

 

2016

[1] Chen Z*, Liao N, Gu X, et al. “Hybrid Distortion Ranking Tuned Bitstream-Layer Video Quality Assessment”. IEEE Transactions on Circuits and Systems for Video Technology, 2016, 26(6): 1029-1043. [Paper]

 

before 2016

[1] Jiang, W., Cui, H., Zhang, F., Rong, Y., & Chen, Z. “Oriented total variation l1/2 regularization”. Journal of Visual Communication and Image Representation, Vol.29, pp.125-137, 2015. [Paper]

[2] Wu, J.; Lin, W.; Shi, G.; Zhang, Y.; Dong, W.; Chen, Z., "Visual Orientation Selectivity based Structure Description," Image Processing, IEEE Transactions on , vol.24, no.11, pp.4602-4613, 2015. [Paper]

[3] F. Zhang, W. Lin, Z. Chen and K.N. Ngan, “Additive Log-logistic Model for Video Quality Assessment,” IEEE Transactions on Image Processing, U.S.A., vol. 22, no. 4, pp. 1536-1547, April 2013. [Paper]

[4] Ning Liao, Zhibo Chen, “A Packet-Layer Video Quality Assessment Model Based on Spatiotemporal Complexity Estimation”, EURASIP Journal on Image and Video Processing, 2011. [Paper]

[5] Xiaodong Gu, Guoping Qiu, Feng Xu, Debing Liu, Zhibo Chen, “Region of Interest Weighted Pooling Strategy for Video Quality Metric”, special issue on Media QoE, the Telecommunications Systems Journal, 2009. [Paper]

[6] Quqing Chen, Zhibo Chen, Xiaodong Gu, Charles Wang, “Attention based Adaptive Intra Refresh for Error Prone Video Transmission”, IEEE communication magazine, Jan/2007. [Paper]

[7] Zhibo Chen, Jianfeng Xu, Yun He, Junli Zheng, "Fast integer-pel and fractional-pel motion estimation for H.264/AVC", Journal of Visual Communication and Image Representation, Special issue on emerging H.264/AVC video coding standard, Vol. 17, No. 2, pp. 264-290, April 2006. [Paper]

[8] Jacco R. Taal, Zhibo Chen, Inald Lagentek, Yun He, "Error Resilient Video Compression Using Behavior Models", EURASIP Journal on Applied Signal Processing, 2004. [Paper]