DocumentCode
3196726
Title
Automatic image mosaic system using steerable Harris corner detector
Author
Mahesh ; Subramanyam, M.V.
Author_Institution
Dept. of ECE, MITS, Madanapalle, India
fYear
2012
fDate
14-15 Dec. 2012
Firstpage
87
Lastpage
91
Abstract
Image mosaic is to be combine several views of a scene in to single wide angle view. This paper proposes the image mosaic based on feature based approach. The steps in image mosaic include feature point detection, feature point descriptor extraction and feature point matching. A RANSAC algorithm is applied to eliminate number of mismatches and obtain transformation matrix between the images. The input image is transformed with the correct mapping model for image stitching and same is estimated. In this paper, feature points are detected using steerable Harris and compared with traditional Harris, SUSAN corner detectors.
Keywords
feature extraction; image matching; image segmentation; matrix algebra; object detection; RANSAC algorithm; SUSAN corner detectors; automatic image mosaic system; correct mapping model; feature point descriptor extraction; feature point detection; feature point matching; image stitching; single wide angle view; steerable Harris corner detector; transformation matrix; Image restoration; Harris; Image mosaic; RANSAC (Random Sampling Consensus); SUSAN; corners features; image stitching;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Vision and Image Processing (MVIP), 2012 International Conference on
Conference_Location
Taipei
Print_ISBN
978-1-4673-2319-2
Type
conf
DOI
10.1109/MVIP.2012.6428767
Filename
6428767
Link To Document