EDPF: A REAL-TIME PARAMETER-FREE EDGE SEGMENT DETECTOR WITH A FALSE DETECTION CONTROL

被引：61

作者：

Akinlar, Cuneyt ^{[1
]}

Topal, Cihan ^{[1
]}

机构：

[1] Anadolu Univ, Dept Comp Engn, Eskisehir, Turkey

来源：

INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE | 2012年 / 26卷 / 01期

关键词：

Parameter-free edge detection; edge/edge segment detection; boundary/contour detection; edge segment validation; Helmholtz principle; real-time imaging; IMAGE REGISTRATION; CONTOUR; PERFORMANCE;

D O I：

10.1142/S0218001412550026

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We propose a real-time, parameter-free edge/edge segment detection algorithm based on our novel edge/edge segment detector, the edge drawing (ED) algorithm; hence the name edge drawing parameter free (EDPF). EDPF works by running ED with ED's parameters set at their extremes. This produces all edge segments in a given image with numerous false detections. The detected edge segments are then validated by an "a contrario" validation step due to the Helmholtz principle, which eliminates invalid detections leaving only "meaningful" edge segments.

引用

页数：22

共 55 条

[1]

Akinlar C, 2011, IEEE IMAGE PROC

[2]

[Anonymous], 1970, PICTURE PROCESSING P

[3] Contour Detection and Hierarchical Image Segmentation [J].