Search Results - "Liu, Deyang"

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    STA-TSN: Spatial-Temporal Attention Temporal Segment Network for action recognition in video by Yang, Guoan, Yang, Yong, Lu, Zhengzhi, Yang, Junjie, Liu, Deyang, Zhou, Chuanbo, Fan, Zien

    Published in PloS one (17-03-2022)
    “…Most deep learning-based action recognition models focus only on short-term motions, so the model often causes misjudgments of actions that are combined by…”
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    Journal Article
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    Geometry-aware view reconstruction network for light field image compression by Zhang, Youzhi, Wan, Lifei, Mao, Yifan, Huang, Xinpeng, Liu, Deyang

    Published in Scientific reports (23-12-2022)
    “…Light Field (LF) imaging empowers many attractive applications by simultaneously recording spatial and angular information of light rays. In order to meet the…”
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    Journal Article
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    Unraveling the immunogenetic landscape of autism spectrum disorder: a comprehensive bioinformatics approach by Ma, Jieying, Liu, Deyang, Zhao, Jianzhong, Fang, Xiaolu, Bu, Dengyin

    Published in Frontiers in immunology (24-04-2024)
    “…Autism spectrum disorder (ASD) is a disease characterized by social disorder. Recently, the population affected by ASD has gradually increased around the…”
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    Journal Article
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    Low-Carbon Economic Dispatch of Electricity-Heat-Gas Integrated Energy Systems Based on Deep Reinforcement Learning by Yuxian Zhang, Yi Han, Deyang Liu, Xiao Dong

    “…The optimal dispatch methods of integrated energy systems (IESs) currently struggle to address the uncertainties resulting from renewable energy generation and…”
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    Journal Article
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    Light Field Compression Using Global Multiplane Representation and Two-Step Prediction by Chen, Yilei, An, Ping, Huang, Xinpeng, Yang, Chao, Liu, Deyang, Wu, Qiang

    Published in IEEE signal processing letters (2020)
    “…Due to its spatio-angular structure, light field image allows for a wealth of post-processing techniques like digital refocusing and depth estimation. In order…”
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    Journal Article
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    Using proteomics and metabolomics to identify therapeutic targets for senescence mediated cancer: genetic complementarity method by Fang, Xiaolu, Liu, Deyang, Zhao, Jianzhong, Li, Xiaojia, He, Ting, Liu, Baishan

    Published in Frontiers in endocrinology (Lausanne) (08-09-2023)
    “…Background Senescence have emerged as potential factors of lung cancer risk based on findings from many studies. However, the underlying pathogenesis of lung…”
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    Journal Article
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    Intestinal metabolites and the risk of autistic spectrum disorder: A two-sample Mendelian randomization study by Liu, Deyang, Bu, Dengyin, Li, Hong, Wang, Qingsong, Ding, Xudong, Fang, Xiaolu

    Published in Frontiers in psychiatry (12-01-2023)
    “…Observational studies have reported a strong association between autistic spectrum disorder (ASD) and intestinal metabolites. However, it is unclear whether…”
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    Journal Article
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    Selective part‐based correlation filter tracking algorithm with reinforcement learning by Lu, Zhengzhi, Yang, Guoan, Liu, Deyang, Yang, Junjie, Yang, Yong, Zhou, Chuanbo

    Published in IET image processing (01-03-2022)
    “…In visual object tracking methods, improving both the run time and the accuracy in the face of complex situations has always been an important issue. Many…”
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    Journal Article
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    Scalable Omnidirectional Video Coding for Real-Time Virtual Reality Applications by Liu, Deyang, An, Ping, Ma, Ran, Zhan, Wenfa, Ai, Liefu

    Published in IEEE access (2018)
    “…Virtual reality (VR) can provide users an immersive and realistic visual experience, which leads to the widely use of VR in many fields. However, transmission…”
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    Journal Article
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    Scalable kernel-based minimum mean square error estimate for light-field image compression by You, Zhixiang, An, Ping, Liu, Deyang

    “…Light-field imaging can capture both spatial and angular information of a 3D scene and is considered as a prospective acquisition and display solution to…”
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    Journal Article
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    Coding of 3D holoscopic image by using spatial correlation of rendered view images by Deyang Liu, Ping An, Chao Yang, Ran Ma, Liquan Shen

    “…Holoscopic imaging is a prospective acquisition and display solution for providing natural and fatigue-free 3D visualization. However, large amount of data is…”
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    Conference Proceeding
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    Depth map coding based on virtual view quality by Yang, Chao, An, Ping, Liu, Deyang, Shen, Liquan

    “…Multi-view video plus depth (MVD) is a 3D video representation. In MVD, the depth map provides the scene distance information and is used to render the virtual…”
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    Conference Proceeding Journal Article
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    Spatial Attention-Guided Light Field Salient Object Detection Network with Implicit Neural Representation by Zheng, Xin, Li, Zhengqu, Liu, Deyang, Zhou, Xiaofei, Shan, Caifeng

    “…Recently, many Light Field Salient Object Detection (LF SOD) methods have been proposed. However, guaranteeing the integrality and recovering more…”
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    Journal Article
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    Multi-Stream Dense View Reconstruction Network for Light Field Image Compression by Liu, Deyang, Huang, Yan, Fang, Yuming, Zuo, Yifan, An, Ping

    Published in IEEE transactions on multimedia (2023)
    “…Recently, many view synthesis-based methods are proposed for high-efficiency light field (LF) image compression. However, most existing methods fail to recover…”
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    Journal Article
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    Low Bitrate Light Field Compression With Geometry and Content Consistency by Huang, Xinpeng, An, Ping, Chen, Yilei, Liu, Deyang, Shen, Liquan

    Published in IEEE transactions on multimedia (01-01-2022)
    “…Light field imaging can simultaneously record the position and direction information of light rays; thus, digital refocusing and full depth-of-field extension…”
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    Journal Article
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    Full Reference Light Field Image Quality Evaluation Based on Angular-Spatial Characteristic by Meng, Chunli, An, Ping, Huang, Xinpeng, Yang, Chao, Liu, Deyang

    Published in IEEE signal processing letters (2020)
    “…The quality evaluation is an indispensable link in light field (LF) image processing. Most of existing LF objective evaluation indexes do not make effective…”
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    Journal Article
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