DocumentCode :
2975003
Title :
Image parsing: An advanced approach for image identification
Author :
Mukherjee, Sayan ; Chatterjee, Avhishek ; Dhar, Madhu
Author_Institution :
Comput. Sci. & Technol., Bengal Eng. & Sci. Univ., Howrah, India
fYear :
2012
fDate :
21-22 Nov. 2012
Firstpage :
1
Lastpage :
6
Abstract :
This paper puts forward a method to extract information from input image and further analyse using that information. However it is relatively difficult to extract the information as the segmentation technique required, is variable between images; a limit of segmentation performance. The main objective of our paper is to propose an algorithm on how to extract that relative information out of given images efficiently and then finally use that information to identify the nature of the images. We thus propose a method of edge-based segmentation in which the image is first reconstructed, it is then converted to the L*a*b* colour space, then the Intensity transformation and the Sobel edge detection is performed and finally the information is extracted using the eight-component connected method. Using this extracted information basically the pixel content and then matching it with the information from our trained files in the database we now can identify the nature of the images.
Keywords :
content-based retrieval; edge detection; image matching; image reconstruction; image retrieval; image segmentation; CBIR; L*a*b* colour space; Sobel edge detection; content-based image retrieval; edge-based segmentation; eight-component connected method; image identification; image parsing; image reconstruction; information extraction; input image; intensity transformation; pixel content; pixel matching; segmentation technique; Data mining; Databases; Feature extraction; Humans; Image color analysis; Image edge detection; Image segmentation; Content-based image retrieval (CBIR); Image Reconstruction; Image Segmentation; Image cropping; Intensity transformation of images; L∗a∗b∗ colour space; Sobel edge detection; trained database files;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing and Communication Systems (NCCCS), 2012 National Conference on
Conference_Location :
Durgapur
Print_ISBN :
978-1-4673-1952-2
Type :
conf
DOI :
10.1109/NCCCS.2012.6413022
Filename :
6413022
Link To Document :
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