Title :
Using margin information to detect regions of interest in images
Author :
Hsieh, Shang-Lin ; Hsiao, Yu-Jen ; Huang, Yi-Rung
Author_Institution :
Dept. of Comput. Sci. & Eng., Tatung Univ., Taipei, Taiwan
Abstract :
This paper presents a region of interest (ROI) detection scheme utilizing the color information of image margins. The presented scheme applies the flood-fill technique to remove the background of the input image with the help of the color information of the image margin, and then discovers the ROI that contains the subject matter. The experimental results show that the presented scheme can effectively find the ROI in images. It can deal with images with low DOF as well as high DOF. Moreover, it can detect the subject matter with colors close to the background colors.
Keywords :
image colour analysis; DOF; ROI detection scheme; color information; flood-fill technique; image background; image margins; margin information; region of interest detection; Arrays; Boats; Feature extraction; Image color analysis; Image segmentation; Quantization; Watermarking; ROI; flood-fill; image margin; region of interest;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4577-0652-3
DOI :
10.1109/ICSMC.2011.6084193