Title :
Motion estimation in real deformation processes based on block-matching techniques
Author :
Rodriguez, Alvaro ; Fernandez-Lozano, Carlos ; Seoane, Jose-Antonio ; Rabuñal, Juan R. ; Dorado, Julian
Author_Institution :
Inf. & Commun. Technol., Univ. of A Coruna, A Coruña, Spain
Abstract :
Non rigid motion estimation is one of the main issues in several fields, ranging from medical image analysis to civil engineering. From the point of view of image processing the challenge consists in processing the images from a video camera and in extracting the displacement field of the scene. In this paper, a new iterative Block-Matching technique is proposed to measure displacements in elastic deformable surfaces. This technique is based on successive interpolation and smoothing phases to calculate the dense displacement field of a body. The proposed technique was experimentally validated by studying the Yosemite sequence and it was tested in different real scenarios.
Keywords :
image matching; image sensors; iterative methods; motion estimation; video signal processing; Yosemite sequence; block matching techniques; civil engineering; elastic deformable surfaces; image processing; iterative block matching technique; medical image analysis; motion estimation; real deformation processes; video camera; Biomedical optical imaging; Computer vision; Image motion analysis; Interpolation; Optical imaging; Proteins; Vectors; Block-Matching; Computer Vision; Deformation; Optical Flow;
Conference_Titel :
Signal Processing and Information Technology (ISSPIT), 2011 IEEE International Symposium on
Conference_Location :
Bilbao
Print_ISBN :
978-1-4673-0752-9
Electronic_ISBN :
978-1-4673-0751-2
DOI :
10.1109/ISSPIT.2011.6151584