Title :
Fast and correspondence-less camera motion estimation based on voting mechanism and morton codes
Author :
Soto, M. ; Maludrottu, S. ; Regazzoni, C.S.
Author_Institution :
Dept. of Biophys. & Electron. Eng., Univ. of Genoa, Genoa, Italy
Abstract :
This paper proposes a computationally efficient approach for estimating camera motion based on a voting mechanism that neither relies on explicit feature matching nor RANSAC. In the presented method, correspondences arise as a consequence of finding the camera movement in a voting space and not as a prerequisite. Experiments show promising results compared with (KLT+RANSAC) while taking less time in computation.
Keywords :
cameras; codes; feature extraction; image matching; motion estimation; Morton codes; RANSAC; camera motion estimation; camera movement; feature matching; voting mechanism; Cameras; Feature extraction; Motion estimation; Robustness; Silicon; Tracking; Transforms; Camera Motion Estimation; Hough Transform;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5652060