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Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning
Inspired by the facts that retinal cells actually segregate the visual s...
12/01/2020 ∙ by Ming Lu, et al. ∙
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Multiscale Point Cloud Geometry Compression
Recent years have witnessed the growth of point cloud based applications...
11/07/2020 ∙ by Jianqiang Wang, et al. ∙
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Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model
Over the past two decades, traditional block-based video coding has made...
07/09/2020 ∙ by Haojie Liu, et al. ∙
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Inferring Point Cloud Quality via Graph Similarity
We propose the GraphSIM – an objective metric to accurately predict the ...
05/31/2020 ∙ by Qi Yang, et al. ∙
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Object-Based Image Coding: A Learning-Driven Revisit
The Object-Based Image Coding (OBIC) that was extensively studied about ...
03/18/2020 ∙ by Qi Xia, et al. ∙
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Learning End-to-End Lossy Image Compression: A Benchmark
Image compression is one of the most fundamental techniques and commonly...
02/10/2020 ∙ by Yueyu Hu, et al. ∙
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Learned Video Compression via Joint Spatial-Temporal Correlation Exploration
Traditional video compression technologies have been developed over deca...
12/13/2019 ∙ by Haojie Liu, et al. ∙
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A Dual Camera System for High Spatiotemporal Resolution Video Acquisition
This paper presents a dual camera system for high spatiotemporal resolut...
09/28/2019 ∙ by Ming Cheng, et al. ∙
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Learned Point Cloud Geometry Compression
This paper presents a novel end-to-end Learned Point Cloud Geometry Comp...
09/26/2019 ∙ by Jianqiang Wang, et al. ∙
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Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Applications
Networked video applications, e.g., video conferencing, often suffer fro...
05/03/2019 ∙ by Ming Lu, et al. ∙
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Non-local Attention Optimized Deep Image Compression
This paper proposes a novel Non-Local Attention Optimized Deep Image Com...
04/22/2019 ∙ by Haojie Liu, et al. ∙
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Extreme Image Compression via Multiscale Autoencoders With Generative Adversarial Optimization
We propose a MultiScale AutoEncoder(MSAE) based extreme image compressio...
04/08/2019 ∙ by Chao Huang, et al. ∙
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Deep Image Compression via End-to-End Learning
We present a lossy image compression method based on deep convolutional ...
06/05/2018 ∙ by Haojie Liu, et al. ∙
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Perceptual Quality Assessment of Immersive Images Considering Peripheral Vision Impact
Conventional images/videos are often rendered within the central vision ...
02/25/2018 ∙ by Peiyao Guo, et al. ∙
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Viewport Adaptation-Based Immersive Video Streaming: Perceptual Modeling and Applications
Immersive video offers the freedom to navigate inside virtualized enviro...
02/16/2018 ∙ by Shaowei Xie, et al. ∙
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