Image segmentation using spectral clustering

被引：0
|
作者：
Wang, CJ [1 ]
Li, WJ [1 ]
Ding, L [1 ]
Tian, J [1 ]
Chen, SF [1 ]
机构：
[1] Nanjing Univ, Natl Key Lab Novel Software Technol, Nanjing 210093, Peoples R China
来源：
ICTAI 2005: 17TH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, PROCEEDINGS | 2005年
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 focuses on how to automatically determining the suitable clustering number in image segmentation and designs an algorithm of CANA using spectral clustering. Experiment results indicate that ACNA can provide superior performance. An application sample in image punching is introduced
引用
收藏
页码：677 / 678
页数：2
相关论文
共 50 条
  • [1] Texture Image Segmentation Using Spectral Clustering
    Du, Hui
    Wang, Yuping
    Dong, Xiaopan
    Cheung, Yiu-ming
    HCI INTERNATIONAL 2015 - POSTERS' EXTENDED ABSTRACTS, PT I, 2015, 528 : 670 - 676
  • [2] Ultrasound image segmentation using spectral clustering
    Archip, N
    Rohling, R
    Cooperberg, P
    Tahmasebpour, H
    ULTRASOUND IN MEDICINE AND BIOLOGY, 2005, 31 (11): : 1485 - 1497
  • [3] CONSTRAINED SPECTRAL CLUSTERING FOR IMAGE SEGMENTATION
    Sourati, Jamshid
    Brooks, Dana H.
    Dy, Jennifer G.
    Erdogmus, Deniz
    2012 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP), 2012,
  • [4] Spectral Clustering Ensemble for Image Segmentation
    Ma, Xiuli
    Wan, Wanggen
    Jiao, Licheng
    WORLD SUMMIT ON GENETIC AND EVOLUTIONARY COMPUTATION (GEC 09), 2009, : 415 - 420
  • [5] SAR image segmentation using MSER and improved spectral clustering
    Yang Gui
    Xiaohu Zhang
    Yang Shang
    EURASIP Journal on Advances in Signal Processing, 2012
  • [6] Texture Image Segmentation Using Affinity Propagation and Spectral Clustering
    Du, Hui
    Wang, Yuping
    Dong, Xiaopan
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2015, 29 (05)
  • [7] Image segmentation using spectral clustering of Gaussian mixture models
    Zeng, Shan
    Huang, Rui
    Kang, Zhen
    Sang, Nong
    NEUROCOMPUTING, 2014, 144 : 346 - 356
  • [8] SAR image segmentation using MSER and improved spectral clustering
    Gui, Yang
    Zhang, Xiaohu
    Shang, Yang
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2012,
  • [9] Hyper-Spectral Image Segmentation Using Spectral Clustering With Covariance Descriptors
    Kursun, Olcay
    Karabiber, Fethullah
    Koc, Cemalettin
    Bal, Abdullah
    IMAGE PROCESSING: ALGORITHMS AND SYSTEMS VII, 2009, 7245
  • [10] Image segmentation using modified SLIC and Nystrom based spectral clustering
    Bai, X. D.
    Cao, Z. G.
    Wang, Y.
    Ye, M. N.
    Zhu, L.
    OPTIK, 2014, 125 (16): : 4302 - 4307
12345