Fuzzy Edge and Corner Detector for Color Images

被引：4

作者：

Madasu, Hanmandlu ^{[1
]}

Verma, O. P. ^{[2
]}

Gangwar, Pankaj ^{[2
]}

Vasikarla, Shantaram ^{[3
]}

机构：

[1] Indian Inst Technol Delhi, Dept Elect Engn, New Delhi 110016, India

[2] Univ Delhi, Delhi Coll Engn, Dept Informat Technol, Delhi 110042, India

[3] Amer InterContinental Univ, Los Angeles, CA 90006 USA

来源：

PROCEEDINGS OF THE 2009 SIXTH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: NEW GENERATIONS, VOLS 1-3 | 2009年

关键词：

USAN; Edge and corner detection; fuzzifier; membership function; adaptive thresholding;

D O I：

10.1109/ITNG.2009.296

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Localization of edges and corner points by fuzzy detectors in images is the main concern of this paper. This paper presents an approach to edge and corner detection based on fuzzy logic. In this approach SUSAN mask is employed to compute USAN area. The histogram of USAN area permits us construct type 1 and type 2 fuzzy membership functions by fuzzifying USAN area computed about every pixel in an image. The edge map of the image is obtained using adaptive thresholding. An attempt is made to extend the proposed approach to the detection of colour edges. Experiments show that this approach is less sensitive to noise without causing edge displacement.

引用

页码：1301 / +

页数：2

共 50 条

[41] Edge detection method based on Interval Type-2 Fuzzy Systems for color images
Gonzalez, C. I.
Castro, J. R.
Mendoza, O.
Rodriguez-Diaz, A.
Melin, P.
Castillo, O.
2015 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY DIGIPEN NAFIPS 2015, 2015,
[42] Reduced complexity Eye Detector for colour images using Harris Corners, Color heuristics and Edge maps
Chen, Lihui
Grecos, Christos
Yang, M. Y.
PRIME 2006: 2ND CONFERENCE ON PH.D. RESEARCH IN MICROELECTRONIC AND ELECTRONICS, PROCEEDINGS, 2006, : 245 - +
[43] Caption region detection in video images by improved corner detector
Liu, Xin
Dai, Jin
Jia, Yuanyuan
Liu, Rubin
International Journal of Signal Processing, Image Processing and Pattern Recognition, 2014, 7 (04) : 409 - 420
[44] Fuzzy segmentation of color images and indexing of fuzzy regions
Philipp-Foliguet, S
Vieira, MB
Sanfourche, M
CGIV'2002: FIRST EUROPEAN CONFERENCE ON COLOUR IN GRAPHICS, IMAGING, AND VISION, CONFERENCE PROCEEDINGS, 2002, : 507 - 512
[45] Fuzzy edge detector using entropy optimization
Hanmandlu, M
See, J
Vasikarla, S
ITCC 2004: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: CODING AND COMPUTING, VOL 1, PROCEEDINGS, 2004, : 665 - 670
[46] Adaptive fuzzy edge detector for image enhancement
Lee, CS
Kuo, YH
1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2, 1998, : 1542 - 1547
[47] Fuzzy edge detection for omnidirectional images
Jacquey, Florence
Comby, Frederic
Strauss, Olivier
FUZZY SETS AND SYSTEMS, 2008, 159 (15) : 1991 - 2010
[48] Fuzzy bilateral filtering for color images
Morillas, Samuel
Gregori, Valentin
Sapena, Almanzor
IMAGE ANALYSIS AND RECOGNITION, PT 1, 2006, 4141 : 138 - 145
[49] A Directional Detector for Edge Based on Difference Images
Hu, S. X.
Wang, Z. S.
Liao, Z. W.
2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6, 2008, : 835 - +
[50] CFAR edge detector for polarimetric SAR images
Schou, J
Skriver, H
Nielsen, AA
Conradsen, K
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2003, 41 (01): : 20 - 32

← 1 2 3 4 5 →