Generative Adversarial Networks based Skin Lesion Segmentation

被引:0
|
作者
Innani, Shubham [1 ]
Dutande, Prasad [1 ]
Baid, Ujjwal [1 ,2 ]
Pokuri, Venu [3 ]
Bakas, Spyridon [2 ]
Talbar, Sanjay [1 ]
Baheti, Bhakti [1 ,2 ]
Guntuku, Sharath Chandra [3 ]
机构
[1] Center of Excellence in Signal and Image Processing, Shri Guru Gobind Singhji Institute of Engineering and Technology, Maharashtra, Nanded, India
[2] Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, United States
[3] Department of Computer and Information Science, University of Pennsylvania, Philadelphia, United States
来源
arXiv | 2023年
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Generative adversarial networks
引用
收藏
相关论文
共 50 条
  • [21] Lung image segmentation by generative adversarial networks
    Cai, Jiaxin
    Zhu, Hongfeng
    2019 INTERNATIONAL CONFERENCE ON IMAGE AND VIDEO PROCESSING, AND ARTIFICIAL INTELLIGENCE, 2019, 11321
  • [22] Automatic Early Smoke Segmentation based on Conditional Generative Adversarial Networks
    Jia, Yang
    Du, Hanrong
    Wang, Haijuan
    Yu, Runyang
    Fan, Lianghui
    Xu, Gao
    Zhang, Qixing
    OPTIK, 2019, 193
  • [23] GENERATIVE ADVERSARIAL NETWORKS TO SEGMENT SKIN LESIONS
    Izadi, Saeed
    Mirikharaji, Zahra
    Kawahara, Jeremy
    Hamarneh, Ghassan
    2018 IEEE 15TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2018), 2018, : 881 - 884
  • [24] Segmentation of skin lesion using superpixel guided generative adversarial network with dual-stream patch-based discriminators
    Zhang, Jiahao
    Che, Miao
    Wu, Zongfei
    Liu, Yifei
    Liu, Xueyu
    Zhang, Hao
    Wu, Yongfei
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 94
  • [25] Generative Adversarial Networks for Road Crack Image Segmentation
    Gao, Ziping
    Peng, Bo
    Li, Tianrui
    Gou, Cong
    2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,
  • [26] Generative adversarial networks in medical image segmentation: A review
    Xun, Siyi
    Li, Dengwang
    Zhu, Hui
    Chen, Min
    Wang, Jianbo
    Li, Jie
    Chen, Meirong
    Wu, Bing
    Zhang, Hua
    Chai, Xiangfei
    Jiang, Zekun
    Zhang, Yan
    Huang, Pu
    COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 140
  • [27] Lung image segmentation via generative adversarial networks
    Cai, Jiaxin
    Zhu, Hongfeng
    Liu, Siyu
    Qi, Yang
    Chen, Rongshang
    FRONTIERS IN PHYSIOLOGY, 2024, 15
  • [28] Multimodal CT Image Synthesis Using Unsupervised Deep Generative Adversarial Networks for Stroke Lesion Segmentation
    Wang, Suzhe
    Zhang, Xueying
    Hui, Haisheng
    Li, Fenglian
    Wu, Zelin
    ELECTRONICS, 2022, 11 (16)
  • [29] CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement
    Tang, Youbao
    Cai, Jinzheng
    Lu, Le
    Harrison, Adam P.
    Yan, Ke
    Xiao, Jing
    Yang, Lin
    Summers, Ronald M.
    MACHINE LEARNING IN MEDICAL IMAGING: 9TH INTERNATIONAL WORKSHOP, MLMI 2018, 2018, 11046 : 46 - 54
  • [30] Attention-Based DenseUnet Network With Adversarial Training for Skin Lesion Segmentation
    Wei, Zenghui
    Song, Hong
    Chen, Lei
    Li, Qiang
    Han, Guanghui
    IEEE ACCESS, 2019, 7 : 136616 - 136629