Feature-Weighted Mountain Method with Its Application to Color Image Segmentation

被引：0

作者：

Hung, Wen-Liang ^{[2
]}

Yang, Miin-Shen ^{[1
,3
]}

Yu, Jian ^{[4
]}

Hwang, Chao-Ming ^{[5
]}

机构：

[1] Chung Yuan Christian Univ, Dept Appl Math, Chungli 32023, Taiwan

[2] Natl Hsinchu Univ Educ, Grad Inst Comp Sci, Hsinchu, Taiwan

[3] Chung Yuan Christian Univ, Dept Appl Math, Chungli 32023, Taiwan

[4] Beijing Jiaotong Univ, Dept Comp Sci, Beijing, Peoples R China

[5] Chinese Culture Univ Yangminshan, Dept Appl Math, Taipei, Taiwan

来源：

ROUGH SET AND KNOWLEDGE TECHNOLOGY (RSKT) | 2010年 / 6401卷

关键词：

Mountain method; Feature weight; Color image segmentation;

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：

In this paper, we propose a feature-weighted mountain clustering method. The proposed method can work well when there are noisy feature variables and could be useful for obtaining initially estimated cluster centers for other clustering algorithms. Results from color image segmentation illustrate the proposed method actually produces better segmentation than previous methods.

引用

页码：537 / 544

页数：8

共 50 条

[41] Semantic Mapping of Color Feature and Its Application in Content Based Image Retrieval
Zhong, You-ping
Peng, Biao
Li, Jun
Zhang, Chong-yang
[J]. INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4, 2013, 263-266 : 2488 - +
[42] A Composite Illumination Invariant Color Feature and Its Application to Partial Image Matching
Kobayashi, Masaki
Kameyama, Keisuke
[J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2012, E95D (10): : 2522 - 2532
[43] Application of color image segmentation to estrus detection
del Fresno, M
Macchi, A
Marti, Z
Dick, A
Clausse, A
[J]. JOURNAL OF VISUALIZATION, 2006, 9 (02) : 171 - 178
[44] Application of color image segmentation to estrusc detection
M. del Fresno
A. Macchi
Z. Marti
A. Dick
A. Clausse
[J]. Journal of Visualization, 2006, 9 : 171 - 178
[45] A Method of Apple Image Segmentation Based on Color-Texture Fusion Feature and Machine Learning
Zhang, Chunlong
Zou, Kunlin
Pan, Yue
[J]. AGRONOMY-BASEL, 2020, 10 (07):
[46] FAST COLOR IMAGE SEGMENTATION BASED ON LEVELLINGS IN FEATURE SPACE
Geraud, Thierry
Palma, Giovanni
Van Vliet, Niels
[J]. COMPUTER VISION AND GRAPHICS (ICCVG 2004), 2006, 32 : 800 - 807
[47] Texture Region Merging with Histogram Feature for Color Image Segmentation
Sima, Haifeng
Guo, Ping
[J]. 2013 9TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2013, : 224 - 228
[48] Color Image Segmentation Based on Watershed Transform and Feature Clustering
Tian, Xiaohua
Yu, Wangsheng
[J]. PROCEEDINGS OF 2016 IEEE ADVANCED INFORMATION MANAGEMENT, COMMUNICATES, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IMCEC 2016), 2016, : 1830 - 1833
[49] A stochastic gravitational approach to feature based color image segmentation
Rashedi, Esmat
Nezamabadi-pour, Hossein
[J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2013, 26 (04) : 1322 - 1332
[50] Application of feature-weighted Support Vector regression using grey correlation degree to stock price forecasting
Liu, James N. K.
Hu, Yanxing
[J]. NEURAL COMPUTING & APPLICATIONS, 2013, 22 : S143 - S152

← 1 2 3 4 5 →