Fast neural network based image segmentation

被引：0
|
作者：
Skoneczny, S
Szostakowski, J
Iwanowski, M
Orlowski, A
机构：
来源：
STATISTICAL AND STOCHASTIC METHODS IN IMAGE PROCESSING II | 1997年 / 3167卷
关键词：
image processing; neural networks; segmentation;
D O I：
10.1117/12.279639
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Image segmentation is a process in which from all the picture important information is extracted enabling distinguishing between objects and background of the image. There are several methods of image segmentation depending on different kinds of specimens and usually on some a priori knowledge of the picture. Segmentation consists of clustering and classification. In this paper an improved version of neural network implementation of image segmentation methods is presented. Both clusterization and classification stages can be performed by neural network approach. Theoretical investigations and practical results are described.
引用
收藏
页码：164 / 171
页数：8
相关论文
共 50 条
  • [41] Fast fractal image compression based on neural network and variance
    Zhou, Yiming
    Zhang, Chao
    Zhang, Zengke
    Gaojishu Tongxin/Chinese High Technology Letters, 2007, 17 (05): : 448 - 452
  • [42] Superpixel Based Graph Convolutional Neural Network for SAR Image Segmentation
    Turkmenli, Ilter
    Aptoula, Erchan
    Kayabol, Koray
    IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING XXVII, 2021, 11862
  • [43] Image segmentation based on random neural network model and Gabor filters
    Lu, Rong
    Shen, Yi
    2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 6464 - 6467
  • [44] Image segmentation based on self-organizing dynamic neural network
    Shi, Chunqi
    Shi, Zhiping
    Liu, Xi
    Shi, Zhongzhi
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2009, 46 (01): : 23 - 30
  • [45] A CT image segmentation method based on wavelet and SOM neural network
    Zheng, Hong
    Huang, Tinglei
    Lin, Ke
    WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING, VOL 1 AND 2, 2006, : 325 - +
  • [46] Image segmentation of maize haploid seeds based on BP neural network
    Zhang J.
    Wu K.
    Song P.
    Li W.
    Chen S.
    Jiangsu Daxue Xuebao (Ziran Kexue Ban)/Journal of Jiangsu University (Natural Science Edition), 2011, 32 (06): : 621 - 625
  • [47] PottsNN: A Variational Neural Network Based on Potts Model for Image Segmentation
    Wang, Yeran
    Zhong, ZhengHong
    Zhao, Junli
    Gong, Shaoqing
    Pan, Zhenkuan
    Wei, Weibo
    PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2024, PT XI, 2025, 15041 : 142 - 156
  • [48] Image segmentation based on discrete krawtchouk moment and quantum neural network
    Liu, Zhen
    Shi, Jimning
    Bai, Zhongying
    ICIEA 2007: 2ND IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-4, PROCEEDINGS, 2007, : 476 - +
  • [49] Image semantic segmentation algorithm based on neural network and visual saliency
    Zhu, S. P.
    Liu, C.
    Hao, M. C.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 123 : 36 - 36
  • [50] Hyperspectral Image Classification Based on Hyperpixel Segmentation and Convolutional Neural Network
    Chen, Rujun
    Pu, Yunwei
    Wu, Fengzhen
    Liu, Yuceng
    Qi, Li
    LASER & OPTOELECTRONICS PROGRESS, 2023, 60 (16)
12345