Assessing the impact of image quality on deep learning classification of infectious keratitis

被引:0
|
作者
Hanif, Adam Marcus [1 ]
Prajna, Venkatesh [2 ]
Lalitha, Prajna [2 ]
NaPier, Erin [3 ]
Parker, Maria [1 ]
Steinkamp, Peter [1 ]
Keenan, Jeremy [4 ]
Campbell, J. Peter [1 ]
Song, Xubo [5 ]
Redd, Travis [1 ]
机构
[1] Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR USA
[2] Aravind Eye Care Syst, Madurai, Tamil Nadu, India
[3] Univ Hawaii, John A Burns Sch Med, Honolulu, HI USA
[4] Univ Calif San Francisco, San Francisco, CA USA
[5] Oregon Hlth & Sci Univ, Portland, OR USA
基金
美国国家卫生研究院;
关键词
D O I
暂无
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
引用
收藏
页数:3
相关论文
共 50 条
  • [41] Semantic enhanced deep learning for image classification
    Li, Siguang
    Li, Maozhen
    Jiang, Changjun
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2018, 30 (23):
  • [42] Hyperspectral Image Classification With Deep Learning Models
    Yang, Xiaofei
    Ye, Yunming
    Li, Xutao
    Lau, Raymond Y. K.
    Zhang, Xiaofeng
    Huang, Xiaohui
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 56 (09): : 5408 - 5423
  • [43] Blur Image Classification based on Deep Learning
    Wang, Rui
    Li, Wei
    Qin, Runnan
    Wu, JinZhong
    2017 IEEE INTERNATIONAL CONFERENCE ON IMAGING SYSTEMS AND TECHNIQUES (IST), 2017, : 330 - 335
  • [44] Event Image Classification using Deep Learning
    Suganthi, S. Regina Lourdhu
    Hanumanthappa, M.
    Kavitha, S.
    IEEE INTERNATIONAL CONFERENCE ON SOFT-COMPUTING AND NETWORK SECURITY (ICSNS 2018), 2018, : 99 - 106
  • [45] AIMIC: Deep Learning for Microscopic Image Classification
    Liu, Rui
    Dai, Wei
    Wu, Tianyi
    Wang, Min
    Wan, Song
    Liu, Jun
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 226
  • [46] Fruit Image Classification Using Deep Learning
    Gill, Harmandeep Singh
    Khalaf, Osamah Ibrahim
    Alotaibi, Youseef
    Alghamdi, Saleh
    Alassery, Fawaz
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 71 (03): : 5135 - 5150
  • [47] Deep Learning for Hyperspectral Image Classification: An Overview
    Li, Shutao
    Song, Weiwei
    Fang, Leyuan
    Chen, Yushi
    Ghamisi, Pedram
    Benediktsson, Jon Atli
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 57 (09): : 6690 - 6709
  • [48] Deep Learning Ensemble for Hyperspectral Image Classification
    Chen, Yushi
    Wang, Ying
    Gu, Yanfeng
    He, Xin
    Ghamisi, Pedram
    Jia, Xiuping
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 12 (06) : 1882 - 1897
  • [49] Deep Learning Image Classification for Pneumonia Detection
    Boyadzhiev, Teodor
    Tsvetanov, Simeon
    Dimitrova, Stela
    2022 29TH INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP), 2022,
  • [50] Image Classification with Caffe Deep Learning Framework
    Cengil, Emine
    Cinar, Ahmet
    Ozbay, Erdal
    2017 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2017, : 440 - 444