LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization

被引：0
|
作者：
Martinez, Emmanuel [1 ]
Jacome, Roman [1 ]
Hernandez-Rojas, Alejandra [1 ]
Arguello, Henry [1 ]
机构：
[1] Universidad Industrial de Santander, Colombia
来源：
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops | 2023年 / 2023-June卷
关键词：
Engineering Village;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Auto encoders - Computational task - Data augmentation - Image generations - Learning methods - Low dimensional - Low-dimensional representation - Regularisation - Spectral images - State of the art
引用
收藏
页码：265 / 275
相关论文
共 50 条
  • [1] LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization
    Martinez, Emmanuel
    Jacome, Roman
    Hernandez-Rojas, Alejandra
    Arguello, Henry
    [J]. 2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW, 2023, : 265 - 275
  • [2] Generative Adversarial Network Performance in Low-Dimensional Settings
    Jimenez, Felix
    Koepke, Amanda
    Gregg, Mary
    Frey, Michael
    [J]. JOURNAL OF RESEARCH OF THE NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY, 2021, 126
  • [3] A Low Spectral Bias Generative Adversarial Model for Image Generation
    Xu, Lei
    Liu, Zhentao
    Liu, Peng
    Cai, Liyan
    [J]. DATA SCIENCE (ICPCSEE 2022), PT I, 2022, 1628 : 354 - 362
  • [4] fire-GAN: Flame Image Generation Algorithm Based on Generative Adversarial Network
    Qin Kui
    Hou Xinguo
    Zhou Feng
    Yan Zhengjun
    Bu Leping
    [J]. LASER & OPTOELECTRONICS PROGRESS, 2023, 60 (12)
  • [5] CDL-GAN: Contrastive Distance Learning Generative Adversarial Network for Image Generation
    Zhou, Yingbo
    Zhao, Pengcheng
    Tong, Weiqin
    Zhu, Yongxin
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (04): : 1 - 15
  • [6] Pun-GAN: Generative Adversarial Network for Pun Generation
    Luo, Fuli
    Li, Shunyao
    Yang, Pengcheng
    Li, Lei
    Chang, Baobao
    Sui, Zhifang
    Sun, Xu
    [J]. 2019 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING AND THE 9TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (EMNLP-IJCNLP 2019): PROCEEDINGS OF THE CONFERENCE, 2019, : 3388 - 3393
  • [7] Multistage Evolutionary Generative Adversarial Network for Image Generation
    Zhang, Xiu
    Sun, Baiwei
    Zhang, Xin
    [J]. IEEE Transactions on Consumer Electronics, 2024, 70 (03) : 5483 - 5492
  • [8] EL-GAN: Edge-Enhanced Generative Adversarial Network for Layout-to-Image Generation
    Gao, Lin
    Wu, Lei
    Meng, Xiangxu
    [J]. COMPUTER GRAPHICS FORUM, 2022, 41 (07) : 407 - 418
  • [9] Swin-GAN: generative adversarial network based on shifted windows transformer architecture for image generation
    Wang, Shibin
    Gao, Zidiao
    Liu, Dong
    [J]. VISUAL COMPUTER, 2023, 39 (12): : 6085 - 6095
  • [10] FISS GAN: A Generative Adversarial Network for Foggy Image Semantic Segmentation
    Liu, Kunhua
    Ye, Zihao
    Guo, Hongyan
    Cao, Dongpu
    Chen, Long
    Wang, Fei-Yue
    [J]. IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 8 (08) : 1428 - 1439
12345