Title :
Label pressed protuberant characters segmentation based on surface curvature
Author :
Chen Wei ; Lu Changhou ; Qiu Huadong
Author_Institution :
Dept. of Mech. Eng., Shandong Univ., Jinan, China
Abstract :
According to label image characteristic, the pressed protuberant characters segmentation method is proposed based on shape index. The pressed protuberant characters and the print character image is withdraws with the morphology processing. obtains the surface gradient is gathered through the shape from shading method, then obtains the shape index operator, and realizes the classification by this as the feature vector through the support vector machines method. Compares with the classics image segmentation algorithm, this algorithm has the very big serviceability when grayscale image distribute is non-uniform.
Keywords :
computational geometry; image classification; image colour analysis; image segmentation; support vector machines; grayscale image; label image characteristic; label pressed protuberant characters segmentation; morphology processing; print character image; shading method; shape index operator; support vector machines; surface curvature; surface gradient; Classification algorithms; Electronic mail; Image segmentation; Indexes; Shape; Support vector machines; Surface morphology; Characters Segmentation; Pressed Protuberant Characters; Shape From Shading; Shape Index; Support Vector Machines;
Conference_Titel :
Control Conference (CCC), 2011 30th Chinese
Conference_Location :
Yantai
Print_ISBN :
978-1-4577-0677-6
Electronic_ISBN :
1934-1768