Title :
Generating realtime panorama using a generalized feature vector approach
Author :
Bhattacharya, J. ; Majumder, S. ; Sanyal, G.
Author_Institution :
Central Mech. Eng. Res. Inst., Durgapur, India
Abstract :
This paper proposes a technique to generate a panoramic view in realtime by combining images acquired at different light exposures and camera orientations. A new framework termed as Generalized Feature Vector (GFV) is used to detect and match features for image alignment and stitching. A scale space filtering operation is further applied over the composite image inorder to remove the seamline and intensity discrepancies produced due to the varying light exposures of the individual images. Experimental results with a set of images demonstrate the effectiveness of the approach in generating seamless stitched images without visual artifacts.
Keywords :
feature extraction; image enhancement; image matching; lighting; camera orientations; feature detection; feature matching; generalized feature vector approach; image alignment; image stitching; light exposures; realtime panorama generation; space filtering operation; feature matching; image alignment; image stitching; panorama; scale space filtering;
Conference_Titel :
Image Information Processing (ICIIP), 2011 International Conference on
Conference_Location :
Himachal Pradesh
Print_ISBN :
978-1-61284-859-4
DOI :
10.1109/ICIIP.2011.6108878