Preprints

  • Deep Decomposition and Bilinear Pooling Network for Blind Night-Time Image Quality Evaluation
    Qiuping Jiang, Jiawu Xu, Yudong Mao, Wei Zhou, Xiongkuo Min, Guangtao Zhai
    ArXiv preprint, 2205.05880

Publications

(*Co-first Author, #Corresponding Author)

2024

  • Blind Quality Assessment of 3D Dense Point Clouds with Structure Guided Resampling
    Wei Zhou, Qi Yang, Wu Chen, Qiuping Jiang, Guangtao Zhai, Weisi Lin
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2024 | paper

  • Adaptive Mixed-Scale Feature Fusion Network for Blind AI-Generated Image Quality Assessment
    Tianwei Zhou, Songbai Tan, Wei Zhou, Yu Luo, Yuan-Gen Wang, Guanghui Yue
    IEEE Transactions on Broadcasting (TBC), 2024 | paper

  • FVIFormer: Flow-Guided Global-Local Aggregation Transformer Network for Video Inpainting
    Weiqing Yan, Yiqiu Sun, Guanghui Yue, Wei Zhou, Hantao Liu
    IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2024 | paper

  • Bayesian Graph Convolutional Network for Traffic Prediction
    Jun Fu, Wei Zhou, Zhibo Chen
    Neurocomputing, 2024 | paper

  • Boundary Refinement Network for Colorectal Polyp Segmentation in Colonoscopy Images
    Guanghui Yue, Yuanyan Li, Wenchao Jiang, Wei Zhou, Tianwei Zhou
    IEEE Signal Processing Letters (SPL), 2024 | paper

  • Dehazed Image Quality Evaluation: From Partial Discrepancy to Blind Perception
    Wei Zhou, Ruizeng Zhang, Leida Li, Guanghui Yue, Jianwei Gong, Huiyan Chen, Hantao Liu
    IEEE Transactions on Intelligent Vehicles (TIV), 2024 | paper | code | [The first RR/NR metric for dehazed images, testing on synthetic, real-world, and automotive imagery data, and can be applied to image dehazing. It is the first IQA paper published in IEEE TIV.]

  • Subjective and Objective Quality Assessment of Multi-Attribute Retouched Face Images
    Guanghui Yue, Honglv Wu, Weiqing Yan, Tianwei Zhou, Hantao Liu, Wei Zhou
    IEEE Transactions on Broadcasting (TBC), 2024 | paper

  • Deep Bi-directional Attention Network for Image Super-Resolution Quality Assessment
    Yixiao Li, Xiaoyuan Yang#, Jun Fu, Guanghui Yue, Wei Zhou#
    IEEE International Conference on Multimedia and Expo (ICME), 2024 | paper

  • Perceptual Crack Detection for Rendered 3D Textured Meshes
    Armin Shafiee Sarvestani, Wei Zhou, Zhou Wang
    IEEE International Conference on Quality of Multimedia Experience (QoMEX), 2024 | paper

  • No-Reference Quality Assessment of Underwater Image Enhancement
    Xiao Yi, Qiuping Jiang, Wei Zhou
    Displays, 2024 | paper

2023

  • Reduced-Reference Quality Assessment of Point Clouds via Content-Oriented Saliency Projection
    Wei Zhou, Guanghui Yue, Ruizeng Zhang, Yipeng Qin, Hantao Liu
    IEEE Signal Processing Letters (SPL), 2023 | paper | RR-CAP code | [The first image-based RR metric for 3D point clouds]

  • Dual-Constraint Coarse-to-Fine Network for Camouflaged Object Detection
    Guanghui Yue, Houlu Xiao, Hai Xie, Tianwei Zhou, Wei Zhou, Weiqing Yan, Baoquan Zhao, Tianfu Wang, Qiuping Jiang
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023 | paper

  • Blind Omnidirectional Image Quality Assessment: Integrating Local Statistics and Global Semantics
    Wei Zhou, Zhou Wang
    IEEE International Conference on Image Processing (ICIP), 2023 | paper

  • Subjective Quality Assessment of Enhanced Retinal Images
    Guanghui Yue, Shaoping Zhang, Yuan Li, Xiaoyan Zhou, Tianwei Zhou, Wei Zhou
    IEEE International Conference on Image Processing (ICIP), 2023 (Oral Presentation) | paper

2022

  • LIQA: Lifelong Blind Image Quality Assessment
    Jianzhao Liu*, Wei Zhou*, Xin Li, Jiahua Xu, Zhibo Chen
    IEEE Transactions on Multimedia (TMM), 2022 | paper | [The first lifelong learning-based work in IQA field] | (ESI Highly Cited Paper)

  • A Brief Survey on Adaptive Video Streaming Quality Assessment
    Wei Zhou, Xiongkuo Min, Hong Li, Qiuping Jiang
    Journal of Visual Communication and Image Representation (JVCI), 2022 | paper

  • No-Reference Quality Assessment for 360-degree Images by Analysis of Multifrequency Information and Local-global Naturalness
    Wei Zhou, Jiahua Xu, Qiuping Jiang, Zhibo Chen
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022 | paper | MFILGN code | [The first natural scene statistics algorithm for VR quality assessment]

  • Quality Assessment of Multi-Exposure Image Fusion by Synthesizing Local and Global Intermediate References
    Jiawu Xu*, Wei Zhou*, Hong Li, Fucui Li, Qiuping Jiang
    Displays, 2022 | paper

  • GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment
    Simeng Sun, Tao Yu, Jiahua Xu, Wei Zhou, Zhibo Chen
    IEEE Transactions on Multimedia (TMM), 2022 | paper | GraphIQA code | (ESI Highly Cited Paper)

  • A Bayesian Deep Image Prior Downscaling Approach for High-resolution Soil Moisture Estimation
    Yuan Fang, Linlin Xu, Yuhao Chen, Wei Zhou, Alexander Wong, David A. Clausi
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2022 | paper

  • Quality Assessment of Image Super-Resolution: Balancing Deterministic and Statistical Fidelity
    Wei Zhou, Zhou Wang
    The 30th ACM International Conference on Multimedia (ACM-MM), 2022 | paper | [The first work looks at the reconstructed quality of image super-resolution in a 2D fidelity space]

  • Adaptive Hypergraph Convolutional Network for No-Reference 360-degree Image Quality Assessment
    Jun Fu, Chen Hou, Wei Zhou#, Jiahua Xu, Zhibo Chen#
    The 30th ACM International Conference on Multimedia (ACM-MM), 2022 | paper | [The first hypergraph-based VR quality evaluation framework]

  • RTN: Reinforced Transformer Network for Coronary CT Angiography Vessel-level Image Quality Assessment
    Yiting Lu, Jun Fu, Xin Li, Wei Zhou, Sen Liu, Xinxin Zhang, Wei Wu, Chongfu Jia, Ying Liu, Zhibo Chen
    The 25th International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), 2022 | paper | [The first reinforced transformer network for automatic quality evaluation of medical images]

2021

  • Blind Omnidirectional Image Quality Assessment with Viewport Oriented Graph Convolutional Networks
    Jiahua Xu*, Wei Zhou*, Zhibo Chen
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021 | paper | VGCN code | [The first framework that based on graph networks for predicting the perceptual quality of VR images, Recognized as Popular Documents]

  • Binocular Rivalry Oriented Predictive Auto-Encoding Network for Blind Stereoscopic Image Quality Measurement
    Jiahua Xu*, Wei Zhou*, Zhibo Chen, Suiyi Ling, Patrick Le Callet
    IEEE Transactions on Instrumentation & Measurement (TIM), 2021 | paper | PAD-Net code

  • Mechanism and Application of Capacitive-Coupled Memristive Behavior Based on a Biomaterial Developed Memristive Device
    Shuangsuo Mao, Xuejiao Zhang, Guangdong Zhou, Yuanzheng Chen, Chuan Ke, Wei Zhou, Bai Sun, Yong Zhao
    ACS Applied Electronic Materials, 2021 | paper

  • Image Super-Resolution Quality Assessment: Structural Fidelity Versus Statistical Naturalness
    Wei Zhou, Zhou Wang, Zhibo Chen
    IEEE International Conference on Quality of Multimedia Experience (QoMEX), 2021 (Oral Presentation) | paper | SFSN code | (Invited Paper)

  • Deep Multi-Scale Features Learning for Distorted Image Quality Assessment
    Wei Zhou, Zhibo Chen
    IEEE International Symposium on Circuits and Systems (ISCAS), 2021 (Oral Presentation) | paper

  • Perceptual Quality Assessment of Internet Videos
    Jiahua Xu, Jing Li, Xingguang Zhou, Wei Zhou, Baichao Wang, Zhibo Chen
    The 29th ACM International Conference on Multimedia (ACM-MM), 2021 (Oral Presentation) | paper | [The first internet video quality database contains UGC, PGC, OGC videos]

  • Multi-Metric Fusion Network for Image Quality Assessment
    Yanding Peng, Jiahua Xu, Ziyuan Luo, Wei Zhou, Zhibo Chen
    The 34th IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021 | paper | (Winner Award in CVPR CLIC Perceptual Metric Track)

  • Perceptual Evaluation of Pre-processing for Video Transcoding
    Shiyu Huang, Ziyuan Luo, Jiahua Xu, Wei Zhou, Zhibo Chen
    IEEE International Conference on Visual Communications and Image Processing (VCIP), 2021 | paper

2020

  • Tensor Oriented No-Reference Light Field Image Quality Assessment
    Wei Zhou, Likun Shi, Zhibo Chen, Jinglin Zhang
    IEEE Transactions on Image Processing (TIP), 2020 | paper | Tensor-NLFQ code | [The first work explores tensor theory for evaluating light field image quality, Recognized as Popular Documents]

  • Blind Quality Assessment for Image Superresolution Using Deep Two-Stream Convolutional Networks
    Wei Zhou, Qiuping Jiang, Yuwang Wang, Zhibo Chen, Weiping Li
    Information Sciences (INS), 2020 | paper | DeepSRQ code

  • A Full-Reference Stereoscopic Image Quality Measurement via Hierarchical Deep Feature Degradation Fusion
    Qiuping Jiang*, Wei Zhou*, Xiongli Chai, Guanghui Yue, Feng Shao, Zhibo Chen
    IEEE Transactions on Instrumentation & Measurement (TIM), 2020 | paper

  • Re-visiting Discriminator for Blind Free-Viewpoint Image Quality Assessment
    Suiyi Ling, Jing Li, Zhaohui Che, Wei Zhou, Junle Wang, Patrick Le Callet
    IEEE Transactions on Multimedia (TMM), 2020 | paper

  • Stereoscopic Omnidirectional Image Quality Assessment Based on Predictive Coding Theory
    Zhibo Chen, Jiahua Xu, Chaoyi Lin, Wei Zhou
    IEEE Journal of Selected Topics in Signal Processing (JSTSP), 2020 | paper

  • Deep Local and Global Spatiotemporal Feature Aggregation for Blind Video Quality Assessment
    Wei Zhou, Zhibo Chen
    IEEE International Conference on Visual Communications and Image Processing (VCIP), 2020 | paper

  • LIRA: Lifelong Image Restoration from Unknown Blended Distortions
    Jianzhao Liu, Jianxin Lin, Xin Li, Wei Zhou, Sen Liu, Zhibo Chen
    The 16th European Conference on Computer Vision (ECCV), 2020 | paper

  • Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration
    Xin Li, Xin Jin, Jianxin Lin, Sen Liu, Yaojun Wu, Tao Yu, Wei Zhou, Zhibo Chen
    The 16th European Conference on Computer Vision (ECCV), 2020 | paper

2019

  • Dual-Stream Interactive Networks for No-Reference Stereoscopic Image Quality Assessment
    Wei Zhou, Zhibo Chen, Weiping Li
    IEEE Transactions on Image Processing (TIP), 2019 | paper | StereoQA-Net code | [The first deep learning-based 3D quality prediction work considers the hierarchical dual-stream interactive nature of the human visual system]

  • No-Reference Light Field Image Quality Assessment Based on Spatial-Angular Measurement
    Likun Shi*, Wei Zhou*, Zhibo Chen, Jinglin Zhang
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019 | paper | NR-LFQA code

  • No-Reference Light Field Image Quality Assessment Based on Micro-Lens Image
    Ziyuan Luo*, Wei Zhou*, Likun Shi, Zhibo Chen
    The 34th Picture Coding Symposium (PCS), 2019 | paper

  • Quality Assessment of Stereoscopic 360-degree Images from Multi-viewports
    Jiahua Xu, Ziyuan Luo, Wei Zhou, Wenyuan Zhang, Zhibo Chen
    The 34th Picture Coding Symposium (PCS), 2019 | paper

  • Infrared Pedestrian Detection with Converted Temperature Map
    Yifan Zhao, Jingchun Cheng, Wei Zhou, Chunxi Zhang, Xiong Pan
    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2019 (Oral Presentation) | paper

  • Unsupervised Single Image Deraining with Self-supervised Constraints
    Xin Jin, Zhibo Chen, Jianxin Lin, Zhikai Chen, Wei Zhou
    IEEE International Conference on Image Processing (ICIP), 2019 | paper

  • How Do You Perceive Differently from an AI - A Database for Semantic Distortion Measurement
    Shuxin Zhao, Jiahua Xu, Yongquan Hu, Wei Zhou, Sen Liu, Zhibo Chen
    IEEE International Symposium on Circuits and Systems (ISCAS), 2019 (Oral Presentation) | paper | Dataset (upon request)

  • AI-GAN: Signal De-interference via Asynchronous Interactive Generative Adversarial Network
    Xin Jin, Zhibo Chen, Jianxin Lin, Wei Zhou, Jiale Chen, Chaowei Shan
    IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 2019 (Oral Presentation) | paper

Before 2019

  • Blind Stereoscopic Video Quality Assessment: From Depth Perception to Overall Experience
    Zhibo Chen (advisor), Wei Zhou, Weiping Li
    IEEE Transactions on Image Processing (TIP), 2018 | paper | BSVQE code | [The first attempt combines depth perception and overall experience in 3D vision, Recognized as Popular Documents]

  • Stereoscopic Video Quality Prediction Based on End-to-End Dual Stream Deep Neural Networks
    Wei Zhou, Zhibo Chen, Weiping Li
    The 19th Pacific-Rim Conference on Multimedia (PCM), 2018 | paper | EDN code

  • 3D-HEVC Visual Quality Assessment: Database and Bitstream Model
    Wei Zhou, Ning Liao, Zhibo Chen, Weiping Li
    IEEE International Conference on Quality of Multimedia Experience (QoMEX), 2016 | paper | project page | [The first 3D-HEVC subjective database considers multiple quality dimensions]

  • Visual Comfort Assessment for Stereoscopic Image Retargeting
    Ya Zhou, Wei Zhou, Ping An, Zhibo Chen
    IEEE International Symposium on Circuits and Systems (ISCAS), 2018 (Oral Presentation) | paper | Dataset (upon request)

  • SDM: Semantic Distortion Measurement for Video Encryption
    Yongquan Hu, Wei Zhou, Shuxin Zhao, Zhibo Chen, Weiping Li
    The 13th IEEE Conference on Automatic Face and Gesture Recognition (FG), 2018 (Oral Presentation) | paper

  • Augmented Coarse-to-fine Video Frame Synthesis with Semantic Loss
    Xin Jin, Zhibo Chen, Sen Liu, Wei Zhou
    Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2018 | paper

  • A Decomposed Generative Adversarial Network for Image Rain Removal
    Xin Jin, Zhibo Chen, Jianxin Lin, Jiale Chen, Wei Zhou, Chaowei Shan
    The 29th British Machine Vision Conference (BMVC), 2018 | paper

  • Perceptual Evaluation of Light Field Image
    Likun Shi, Shengyang Zhao, Wei Zhou, Zhibo Chen
    IEEE International Conference on Image Processing (ICIP), 2018 (Oral Presentation) | paper | Dataset (upon request)

  • None Ghosting Artifacts Stitching Based on Depth Map for Light Field Image
    Wenyuan Zhang, Shengyang Zhao, Wei Zhou, Zhibo Chen
    The 19th Pacific-Rim Conference on Multimedia (PCM), 2018 (Oral Presentation) | paper

  • Subjective Quality Assessment of Stereoscopic Omnidirectional Image
    Jiahua Xu, Chaoyi Lin, Wei Zhou, Zhibo Chen
    The 19th Pacific-Rim Conference on Multimedia (PCM), 2018 (Oral Presentation) | paper | Dataset (upon request)