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

页码：677 / 678

页数：2

共 50 条

[21] Image segmentation based on modified superpixel segmentation and spectral clustering
Yuan, Changan
Qin, Xiao
Qin, Zhengyou
Wang, Ruili
JOURNAL OF ENGINEERING-JOE, 2018, (16): : 1704 - 1711
[22] Color image segmentation using a cosine affinity based spectral clustering algorithm
Lu, Zhimao
Yang, Peng
Fan, Dongmei
Sui, Yi
Tian, Ye
ICIC Express Letters, Part B: Applications, 2014, 5 (03): : 607 - 612
[23] THRESHOLDING FOR IMAGE SEGMENTATION USING 2D-HISTOGRAM AND SPECTRAL CLUSTERING
Zou, Xiao-lin
2011 INTERNATIONAL CONFERENCE ON INSTRUMENTATION, MEASUREMENT, CIRCUITS AND SYSTEMS (ICIMCS 2011), VOL 2: FUTURE COMMUNICATION AND NETWORKING, 2011, : 141 - 144
[24] Color Image Segmentation Using Watershed and Nystrom Method based Spectral Clustering
Bai, Xiaodong
Cao, Zhiguo
Yu, Zhenghong
Zhu, Hu
MIPPR 2011: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS, 2011, 8003
[25] Unsupervised texture image segmentation using multilayer data condensation spectral clustering
Liu, Hanqiang
Jiao, Licheng
Zhao, Feng
JOURNAL OF ELECTRONIC IMAGING, 2010, 19 (03)
[26] Soft spectral clustering ensemble applied to image segmentation
Jianhua Jia
Bingxiang Liu
Licheng Jiao
Frontiers of Computer Science in China, 2011, 5 : 66 - 78
[27] Image segmentation based on multiscale fast spectral clustering
Chongyang Zhang
Guofeng Zhu
Bobo Lian
Minxin Chen
Hong Chen
Chenjian Wu
Multimedia Tools and Applications, 2021, 80 : 24969 - 24994
[28] A Fast Incremental Spectral Clustering Algorithm for Image Segmentation
Wang, Xiaochun
Chang, Chenyu
Wang, Xia Li
PROCEEDINGS 2017 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), 2017, : 402 - 407
[29] Parallel Sparse Spectral Clustering for SAR Image Segmentation
Gou, Shuiping
Zhuang, Xiong
Zhu, Huming
Yu, Tiantian
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2013, 6 (04) : 1949 - 1963
[30] Multiscale stochastic hierarchical image segmentation by spectral clustering
XiaoBin Li
Zheng Tian
Science in China Series F: Information Sciences, 2007, 50 : 198 - 211

← 1 2 3 4 5 →