An Untrained Neural Network Prior for Light Field Compression

Author:

Jiang Xiaoran1ORCID,Shi Jinglei1ORCID,Guillemot Christine1ORCID

Affiliation:

1. Inria Centre de Recherche Rennes—Bretagne Atlantique, Rennes, France

Funder

European Union (EU) H2020 Research and Innovation Programme [European Research Council (ERC) Advanced Grant Computational Light Field Imaging (CLIM)]

French Agence Nationale de la Recherche (ANR) Research Agency in the Context of the Artificial Intelligence Project DeepCIM

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Graphics and Computer-Aided Design,Software

Reference75 articles.

1. Context-adaptive entropy model for end-to-end optimized image compression;lee;Proc Int Conf Learn Represent (ICLR),2019

2. Training with quantization noise for extreme model compression;fan;Proc Int Conf Learn Represent (ICLR),2021

3. Deep compression: Compressing deep neural networks with pruning, trained quantization and Huffman coding;han;arXiv 1510 00149 [cs],2015

4. Full Resolution Image Compression with Recurrent Neural Networks

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Efficient random-access GPU video decoding for light-field rendering;Journal of Visual Communication and Image Representation;2024-06

2. Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression;IEEE Transactions on Image Processing;2024

3. MFI-Net: Multi-feature Fusion Identification Networks for Artificial Intelligence Manipulation;IEEE Transactions on Circuits and Systems for Video Technology;2023

4. Space-Time Super-Resolution for Light Field Videos;IEEE Transactions on Image Processing;2023

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3