Title :
A novel method based on lines clustering for extracting multi-ROI in images with simple background
Author :
He Jun ; Sun Bo ; Yu Lejun
Author_Institution :
Coll. of Inf. Sci. & Technol., Beijing Normal Univ., Beijing, China
Abstract :
Since application of target recognition is mostly used in multi-object images, extracting interested objects efficiently is much necessary. Taking account of non-curve but regular-shaped objects on simple background, the authors have proposed a novel method based on lines clustering for extracting multi-ROI. Steps of the method have been demonstrated in the article. Experimental data have also given and proved the method effective and practical.
Keywords :
feature extraction; image segmentation; object detection; pattern clustering; shape recognition; line clustering; multiROI extraction; multiobject images; simple background; target recognition; Data mining; Educational institutions; Feature extraction; Filtering; Image edge detection; Image segmentation; Information science; Sobel operator; clustering lines; line extraction; line filter; line refinement; multi-ROI extraction; simple background;
Conference_Titel :
Computer Science & Education (ICCSE), 2011 6th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-9717-1
DOI :
10.1109/ICCSE.2011.6028674