A new colour image energy for active contours in natural scenes

被引：13

作者：

Ngoi, KP ^{[1
]}

Jia, JC ^{[1
]}

机构：

[1] NANYANG TECHNOL UNIV, SCH ELECT & ELECT ENGN, SINGAPORE 2263, SINGAPORE

来源：

PATTERN RECOGNITION LETTERS | 1996年 / 17卷 / 12期

关键词：

colour image energy; colour segmentation; contour extraction; active contours;

D O I：

10.1016/0167-8655(96)00076-1

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A new colour image energy for active contours is proposed to segment objects of unknown topologies automatically in the natural scene. An important contribution is the formulation of an analytical expression for thresholding that enables our active contour to handle the effects of uneven illumination and image blur in complex natural scenes.

引用

页码：1271 / 1277

页数：7

共 20 条

[1]

Amini A. A., 1988, Second International Conference on Computer Vision (IEEE Cat. No.88CH2664-1), P95, DOI 10.1109/CCV.1988.589976

[2]

[Anonymous], KNOWLEDGE BASED INTE

[3] ACTIVE CONTOURS APPROACH TO OBJECT TRACKING IN IMAGE SEQUENCES WITH COMPLEX BACKGROUND [J].

DELANGES, P ;

BENOIS, J ;

BARBA, D .

PATTERN RECOGNITION LETTERS, 1995, 16 (02) :171-178

[4] CONTOUR EXTRACTION OF MOVING-OBJECTS IN COMPLEX OUTDOOR SCENES [J].

DUBUISSON, MP ;

JAIN, AK .

INTERNATIONAL JOURNAL OF COMPUTER VISION, 1995, 14 (01) :83-105

[5]

DUDA R, 1993, PATTERN CLASSIFICATI

[6]

Kass M, 1987, 1ST P INT C COMP VIS, P259

[7] ESTIMATION OF EDGE PARAMETERS AND IMAGE BLUR USING POLYNOMIAL-TRANSFORMS [J].

KAYARGADDE, V ;

MARTENS, JB .

CVGIP-GRAPHICAL MODELS AND IMAGE PROCESSING, 1994, 56 (06) :442-461

[8]

LAI LF, 1994, INT C COMP VIS PATT, P601

[9]

LAND EH, 1959, P NAT ACAD SCI WASHI

[10] THE HERMITE TRANSFORM-THEORY [J].

MARTENS, JB .

IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1990, 38 (09) :1595-1606

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