Edge Detection in Wavelet Transform Domain

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초록

This paper describes an efficient and accurate method using two 2-Dimensional bandpass filtered signals for edge detection of images, which are obtained by decomposing an image into two high frequency subband images in wavelet domain. Simulation results show that the proposed method has high accuracy in detecting the edge areas of image as is compared to existing methods. It provides new insights in overcoming the scale sensitivity and noises in edge detection.

키워드

edge detectiondigital image processingband decompositionwavelet transformSOBEL
제목
Edge Detection in Wavelet Transform Domain
저자
Cho, WoonJeon, Joonhyeon
DOI
10.1109/FCV.2015.7103718
발행일
2015-05
유형
Proceedings Paper
저널명
2015 21ST KOREA-JAPAN JOINT WORKSHOP ON FRONTIERS OF COMPUTER VISION