Jaccard Index in Ensemble Image Segmentation: An Approach

被引:0
|
作者
Ogwok, Daniel [1 ]
Ehlers, Elizabeth Marie [1 ]
机构
[1] Academy of Computer Science and Software Engineering, University of Johannesburg, South Africa
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
Connected component labeling - Convolutional neural network - Image segmentation ensemble. - Images segmentations - Jaccard index - Minimums panning tree - Region-based - Region-based convolutional neural network - Segmentation ensembles
引用
收藏
页码:9 / 14
相关论文
共 50 条
  • [1] Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory and Practice
    Bertels, Jeroen
    Eelbode, Tom
    Berman, Maxim
    Vandermeulen, Dirk
    Maes, Frederik
    Bisschops, Raf
    Blaschko, Matthew B.
    MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2019, PT II, 2019, 11765 : 92 - 100
  • [2] JACCARD INDEX COMPENSATION FOR OBJECT SEGMENTATION EVALUATION
    Shi, Ran
    Ngan, King Ngi
    Li, Songnan
    2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2014, : 4457 - 4461
  • [3] Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index
    Eelbode, Tom
    Bertels, Jeroen
    Berman, Maxim
    Vandermeulen, Dirk
    Maes, Frederik
    Bisschops, Raf
    Blaschko, Matthew B.
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2020, 39 (11) : 3679 - 3690
  • [4] A new ensemble approach for hyper-spectral image segmentation
    Le Thi Cam Binh
    Pham Van Nha
    Ngo Thanh Long
    Pham The Long
    PROCEEDINGS OF 2018 5TH NAFOSTED CONFERENCE ON INFORMATION AND COMPUTER SCIENCE (NICS 2018), 2018, : 288 - 293
  • [5] Spectral Clustering Ensemble for Image Segmentation
    Ma, Xiuli
    Wan, Wanggen
    Jiao, Licheng
    WORLD SUMMIT ON GENETIC AND EVOLUTIONARY COMPUTATION (GEC 09), 2009, : 415 - 420
  • [6] Image segmentation based on cluster ensemble
    Yu, Zhiwen
    Zhang, Shaohong
    Wong, Hau-San
    Zhang, Jiqi
    ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 3, PROCEEDINGS, 2007, 4493 : 894 - +
  • [7] Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach
    Li, Wenye
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 28 (NIPS 2015), 2015, 28
  • [8] Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels
    Wang, Zifu
    Ning, Xuefei
    Blaschko, Matthew B.
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [9] On Power Jaccard Losses for Semantic Segmentation
    Duque-Arias, David
    Velasco-Forero, Santiago
    Deschaud, Jean-Emmanuel
    Goulette, Francois
    Serna, Andres
    Decenciere, Etienne
    Marcotegui, Beatriz
    VISAPP: PROCEEDINGS OF THE 16TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL. 5: VISAPP, 2021, : 561 - 568
  • [10] Further generalizations of the Jaccard index
    São Carlos Institute of Physics - DFCM/USP, Brazil
    arXiv,