Measuring the quality evaluation for image segmentation

被引:0
|
作者
Pinheiro, RJG [1 ]
Facon, J [1 ]
机构
[1] PUCPR, BR-80215901 Curitiba, Parana, Brazil
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a measure of quality for evaluating the performance of region-based segmentation methods. Degradation mechanisms are used to compare segmentation evaluation methods onto deteriorated ground-truth segmentation images. Experiments showed the significance of using degradation mechanisms to compare segmentation evaluation methods. Encouraging results were obtained for a selection of degradation effects.
引用
收藏
页码:120 / 127
页数:8
相关论文
共 50 条
  • [1] EVALUATION METHODS OF IMAGE SEGMENTATION QUALITY
    Berezsky, O. M.
    Pitsun, O. Y.
    RADIO ELECTRONICS COMPUTER SCIENCE CONTROL, 2018, (01) : 119 - 128
  • [2] The Objective Evaluation of Image Object Segmentation Quality
    Shi, Ran
    Ngan, King Ngi
    Li, Songnan
    ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, ACIVS 2013, 2013, 8192 : 470 - 479
  • [3] Quality measurement of image segmentation evaluation methods
    Srubar, Stepan
    8TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS 2012), 2012, : 254 - 258
  • [4] Quality Evaluation of Image Segmentation in Mobile Augmented Reality
    Swamy, Shneka Muthu Kumara
    Han, Qi
    MOBILE AND UBIQUITOUS SYSTEMS: COMPUTING, NETWORKING AND SERVICES, MOBIQUITOUS 2023, PT II, 2024, 594 : 415 - 427
  • [5] PERCEPTUAL POOLING STRATEGIES FOR IMAGE SEGMENTATION QUALITY EVALUATION
    Peng, B.
    Simfukwe, M.
    Yang, Y.
    Li, T.
    UNCERTAINTY MODELLING IN KNOWLEDGE ENGINEERING AND DECISION MAKING, 2016, 10 : 918 - 923
  • [6] OBJECTIVE IMAGE QUALITY MEASURES AND THEIR APPLICATIONS IN SEGMENTATION EVALUATION
    Zhang Yujin (Department pf Electronic Engineering
    JournalofElectronics(China), 1997, (02) : 97 - 103
  • [7] Cheese quality evaluation by image segmentation (Image segmentation algorithm for broken surface evaluation of Bulgarian white cheese in brine)
    Danev, Angel
    Bosakova-Ardenska, Atanaska
    Boyanova, Petya
    Panayotov, Peter
    Kostadinova-Georgieva, Lena
    COMPUTER SYSTEMS AND TECHNOLOGIES, 2019, : 161 - 168
  • [8] Image Quality and Segmentation
    Pednekar, Gargi, V
    Udupa, Jayaram K.
    McLaughlin, David J.
    Wu, Xingyu
    Tong, Yubing
    Simone, Charles B., II
    Camaratta, Joseph
    Torigian, Drew A.
    MEDICAL IMAGING 2018: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, 2018, 10576
  • [9] Image quality evaluation model based on local features and segmentation
    Horita, Yuukou
    Sato, Masaharu
    Kawayoke, Yoshikazu
    Sazzad, Z. M. Farvez
    Shibata, Keiji
    2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 405 - +
  • [10] Evaluation of Image Segmentation Quality by Adaptive Ground Truth Composition
    Peng, Bo
    Zhang, Lei
    COMPUTER VISION - ECCV 2012, PT III, 2012, 7574 : 287 - 300