Image Thresholding Based on Index of Fuzziness and Fuzzy Similarity Measure

被引：0

作者：

Pratamasunu, Gulpi Qorik Oktagalu ^{[1
]}

Arifin, Agus Zainal ^{[2
]}

Yuniarti, Anny ^{[2
]}

Navastara, Dini Adni ^{[2
]}

Wijaya, Arya Yudhi ^{[2
]}

Khotimah, Wijayanti Nurul ^{[2
]}

Hu, Zhencheng ^{[3
]}

Asano, Akira ^{[4
]}

机构：

[1] Sekolah Tinggi Teknol Nurul Jadid, Dept Informat, Probolinggo, Indonesia

[2] Inst Teknol Sepuluh Nopember, Fac Informat Technol, Dept Informat, Surabaya, Indonesia

[3] Kumamoto Univ, Grad Sch Sci & Technol, Kumamoto 860, Japan

[4] Kansai Univ, Dept Informat, Fac Informat, Suita, Osaka, Japan

来源：

2015 IEEE 8TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND APPLICATIONS (IWCIA) PROCEEDINGS | 2015年

关键词：

image thresholding; index of fuzziness; fuzzy similarity measure; SEGMENTATION; SETS;

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 an automatic image thresholding method based on an index of fuzziness and a fuzzy similarity measure. This work aims at overcoming the limitation of the existing method which is semi-supervised. Using an index of fuzziness, two initial regions of gray levels located at the boundaries of the histogram are defined based on the fuzzy region. Then the threshold point is found by using a fuzzy similarity measure. No prior knowledge of the image is required. Experiments on practical images illustrate the effectiveness of the proposed method.

引用

页码：161 / 166

页数：6

共 50 条

[1] Human perception based image retrieval using Emergence Index and Fuzzy Similarity Measure
Deb, Sagarmay
Kulkarni, Siddhivinayak
[J]. PROCEEDINGS OF THE 2007 INTERNATIONAL CONFERENCE ON INTELLIGENT SENSORS, SENSOR NETWORKS AND INFORMATION PROCESSING, 2007, : 359 - +
[2] Image Thresholding by Maximizing the Similarity Degree Based on Intuitionistic Fuzzy Sets
Lan, Rong
Fan, Jiu-Lun
Liu, Ying
Zhao, Feng
[J]. QUANTITATIVE LOGIC AND SOFT COMPUTING 2016, 2017, 510 : 631 - 640
[3] IMAGE THRESHOLDING BY MINIMIZING THE MEASURES OF FUZZINESS
HUANG, LK
WANG, MJJ
[J]. PATTERN RECOGNITION, 1995, 28 (01) : 41 - 51
[4] FUZZY DIVERGENCE, PROBABILITY MEASURE OF FUZZY EVENTS AND IMAGE THRESHOLDING
BHANDARI, D
PAL, NR
MAJUMDER, DD
[J]. PATTERN RECOGNITION LETTERS, 1992, 13 (12) : 857 - 867
[5] Image thresholding using measures of fuzziness
Yumusak, N
Temurtas, F
Cerezci, O
Pazar, S
[J]. IECON '98 - PROCEEDINGS OF THE 24TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4, 1998, : 1300 - 1305
[6] A color image segmentation approach based on fuzzy similarity measure
Chien, BC
Cheng, MC
[J]. PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, : 449 - 454
[7] Ranking Fuzzy Numbers by Similarity Measure Index
Hajjari, Tayebeh
[J]. 4TH INTERNATIONAL CONFERENCE ON ALGORITHMS, COMPUTING AND SYSTEMS, ICACS 2020, 2020, : 12 - 16
[8] New cluster validity index for fuzzy clustering based on similarity measure
Hossein, Mohammad
Zarandi, Fazel
Neshat, Elahe
Tuerksen, I. Burhan
[J]. ROUGH SETS, FUZZY SETS, DATA MINING AND GRANULAR COMPUTING, PROCEEDINGS, 2007, 4482 : 127 - +
[9] Image Quality Assessment Based on Fuzzy Similarity Measure and Wavelet Transform
Li, Junfeng
Dai, Wenzhan
Wang, Huijiao
[J]. ADVANCED MATERIALS SCIENCE AND TECHNOLOGY, PTS 1-2, 2011, 181-182 : 31 - 36
[10] The Fuzziness Measure in Fuzzy Rough Sets
Lv, Yue-jin
Zhang, Hong-yun
Chen, Zhi-cheng
[J]. FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 1, PROCEEDINGS, 2008, : 453 - +

← 1 2 3 4 5 →