Comparison of the Edge Detection Methods According to Fake Edge and Area Calculation Performances

Authors : Murat Alparslan GÜNGÖR, Seyfi POLAT

Pages : 132-137

Doi:10.30939/ijastech..726332

View : 25 | Download : 11

Publication Date : 2020-09-30

Article Type : Research Paper

Abstract :Determining the borders of the objects in the images and detection of the edges is an important step for image processing applications. In this study, the areas of different objects were calculated using edge detection methods. The edges of real-time images taken from the camera were detected with traditionally used Sobel, Prewitt and Canny filters. In addition, these filters were applied to the images obtained using Basic Global Thresholding insert ignore into journalissuearticles values(BGT); pre-processing and Mean Thresholding insert ignore into journalissuearticles values(MT); pre-processing to detect the edges in the image. After eliminating the fake edges in the edge images, the areas of the obtained images were calculated. The methods used in this paper were compared according to the fake edge and the area calculation performances.
Keywords : Area calculation, Edge detection, Fake edge, Thresholding