Search Results - "Liu, Deyang"
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STA-TSN: Spatial-Temporal Attention Temporal Segment Network for action recognition in video
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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Geometry-aware view reconstruction network for light field image compression
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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Unraveling the immunogenetic landscape of autism spectrum disorder: a comprehensive bioinformatics approach
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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Low-Carbon Economic Dispatch of Electricity-Heat-Gas Integrated Energy Systems Based on Deep Reinforcement Learning
Published in Journal of modern power systems and clean energy (01-11-2023)“…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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Light Field Compression Using Global Multiplane Representation and Two-Step Prediction
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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Using proteomics and metabolomics to identify therapeutic targets for senescence mediated cancer: genetic complementarity method
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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Intestinal metabolites and the risk of autistic spectrum disorder: A two-sample Mendelian randomization study
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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Selective part‐based correlation filter tracking algorithm with reinforcement learning
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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Scalable Omnidirectional Video Coding for Real-Time Virtual Reality Applications
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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Scalable kernel-based minimum mean square error estimate for light-field image compression
Published in EURASIP journal on image and video processing (02-07-2018)“…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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Coding of 3D holoscopic image by using spatial correlation of rendered view images
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-03-2017)“…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
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-03-2016)“…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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Spatial Attention-Guided Light Field Salient Object Detection Network with Implicit Neural Representation
Published in IEEE transactions on circuits and systems for video technology (01-08-2024)“…Recently, many Light Field Salient Object Detection (LF SOD) methods have been proposed. However, guaranteeing the integrality and recovering more…”
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Multi-Stream Dense View Reconstruction Network for Light Field Image Compression
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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Low Bitrate Light Field Compression With Geometry and Content Consistency
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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Full Reference Light Field Image Quality Evaluation Based on Angular-Spatial Characteristic
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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Causal relationship between diet and intervertebral disc degeneration: A Mendelian randomization analysis
Published in Asian journal of surgery (08-11-2024)Get full text
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Augmented reality-based language and math learning applications for preschool children education
Published in Universal access in the information society (06-03-2024)Get full text
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The causal relationship between inflammatory proteins and intracranial aneurysms: A two-sample bidirectional Mendelian randomization study
Published in Asian journal of surgery (28-08-2024)Get full text
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