Hyperspectral Image Compression Using Implicit Neural Representations

被引:0
|
作者
Rezasoltani, Shima [1 ]
Qureshi, Faisal Z. [1 ]
机构
[1] University of Ontario Institute of Technology, Faculty of Science, Oshawa,ON,L1H 0C5, Canada
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Digital image storage - Image coding - Image compression - Image representation - Multilayer neural networks - Pixels
引用
收藏
页码:248 / 255
相关论文
共 50 条
  • [1] Hyperspectral Image Compression Using Implicit Neural Representations
    Rezasoltani, Shima
    Qureshi, Faisal Z.
    [J]. 2023 20TH CONFERENCE ON ROBOTS AND VISION, CRV, 2023, : 248 - 255
  • [2] Hyperspectral Image Compression Using Sampling and Implicit Neural Representations
    Rezasoltani, Shima
    Qureshi, Faisal Z.
    [J]. arXiv, 2023,
  • [3] Implicit Neural Representations for Image Compression
    Strumpler, Yannick
    Postels, Janis
    Yang, Ren
    Van Gool, Luc
    Tombari, Federico
    [J]. COMPUTER VISION, ECCV 2022, PT XXVI, 2022, 13686 : 74 - 91
  • [4] Immersive Video Compression using Implicit Neural Representations
    Kwan, Ho Man
    Zhang, Fan
    Gower, Andrew
    Bull, David
    [J]. 2024 PICTURE CODING SYMPOSIUM, PCS 2024, 2024,
  • [5] Entropy-Constrained Implicit Neural Representations for Deep Image Compression
    Lee, Soonbin
    Jeong, Jong-Beom
    Ryu, Eun-Seok
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2023, 30 : 663 - 667
  • [6] Compression with Bayesian Implicit Neural Representations
    Guo, Zongyu
    Flamich, Gergely
    He, Jiajun
    Chen, Zhibo
    Hernandez-Lobato, Jose Miguel
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [7] SIGNAL COMPRESSION VIA NEURAL IMPLICIT REPRESENTATIONS
    Pistilli, Francesca
    Valsesia, Diego
    Fracastoro, Giulia
    Magli, Enrico
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 3733 - 3737
  • [8] Human-Machine Collaborative Image Compression Method Based on Implicit Neural Representations
    Li, Huanyang
    Zhang, Xinfeng
    [J]. IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2024, 14 (02) : 198 - 208
  • [9] Implicit Neural Representations for Deformable Image Registration
    Wolterink, Jelmer M.
    Zwienenberg, Jesse C.
    Brune, Christoph
    [J]. INTERNATIONAL CONFERENCE ON MEDICAL IMAGING WITH DEEP LEARNING, VOL 172, 2022, 172 : 1349 - 1359
  • [10] Lossless compression for hyperspectral image using deep recurrent neural networks
    Jiqiang Luo
    Jiaji Wu
    Shihui Zhao
    Lei Wang
    Tingfa Xu
    [J]. International Journal of Machine Learning and Cybernetics, 2019, 10 : 2619 - 2629