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
  • [31] ISLE: A Framework for Image Level Semantic Segmentation Ensemble
    Ostrowski, Erik
    Shafique, Muhammad
    ADVANCES IN VISUAL COMPUTING, ISVC 2023, PT II, 2023, 14362 : 41 - 52
  • [32] A New Ensemble Clustering Method for PolSAR Image Segmentation
    Akbarizadeh, Gholamreza
    Rahmani, Masoumeh
    2015 7TH CONFERENCE ON INFORMATION AND KNOWLEDGE TECHNOLOGY (IKT), 2015,
  • [33] Accelerating the Optimization of a Segmentation Ensemble using Image Pyramids
    Toth, Janos
    Kapusi, Tibor Peter
    Harangi, Balazs
    Toman, Henrietta
    Hajdu, Andras
    PROCEEDINGS OF THE 2019 11TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS (ISPA 2019), 2019, : 43 - 48
  • [34] A Randomized Ensemble Approach to Industrial CT Segmentation
    Kim, Hyojin
    Thiagarajan, Jayaraman J.
    Bremer, Peer-Timo
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2015, : 1707 - 1715
  • [35] An Ensemble Approach for Segmentation of Neonatal HIE Lesions
    Koirala, Chiranjeewee Prasad
    Mohapatra, Sovesh
    Schlaug, Gottfried
    AI FOR BRAIN LESION DETECTION AND TRAUMA VIDEO ACTION RECOGNITION, BONBID-HIE 2023, TTC 2023, 2025, 14567 : 23 - 27
  • [36] An Ensemble Approach to Automatic Brain Tumor Segmentation
    Shi, Yaying
    Micklisch, Christian
    Mushtaq, Erum
    Avestimehr, Salman
    Yan, Yonghong
    Zhang, Xiaodong
    BRAINLESION: GLIOMA, MULTIPLE SCLEROSIS, STROKE AND TRAUMATIC BRAIN INJURIES, BRAINLES 2021, PT II, 2022, 12963 : 138 - 148
  • [37] Jaccard Median for Ego-network Segmentation
    Zhong, Haodi
    Loukides, Grigorios
    Conte, Alessio
    Pissis, Solon P.
    2022 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2022, : 1353 - 1358
  • [38] Average Jaccard index of random graphs
    Feng, Qunqiang
    Guo, Shuai
    Hu, Zhishui
    JOURNAL OF APPLIED PROBABILITY, 2024, 61 (04) : 1139 - 1152
  • [39] A novel approach for image segmentation
    Costantini, M
    Zavagli, M
    Milillo, G
    IGARSS 2002: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM AND 24TH CANADIAN SYMPOSIUM ON REMOTE SENSING, VOLS I-VI, PROCEEDINGS: REMOTE SENSING: INTEGRATING OUR VIEW OF THE PLANET, 2002, : 1603 - 1605
  • [40] A variational approach on image segmentation
    Tian, Y
    Xu, HB
    Liu, J
    IMAGE EXTRACTION, SEGMENTATION, AND RECOGNITION, 2001, 4550 : 109 - 114