Accession Number : ADA309518
Title : Hermite Deformable Contours.
Descriptive Note : Technical rept.,
Corporate Author : MARYLAND UNIV COLLEGE PARK COMPUTER VISION LAB
Personal Author(s) : Gavrila, D. M.
PDF Url : ADA309518
Report Date : FEB 1996
Pagination or Media Count : 18
Abstract : We propose a Hermite representation for deformable contour finding. This representation compares favorably in terms of versatility and controllability with other local contour representations that have been used previously for this purpose. The Hermite representation allows a compact representation of curved shapes without the smoothing out of corners. It is also well suited for both interactive and tracking applications. The Hermite representation is used to formulate the contour finding problem as an optimization problem using a maximum a posteriori energy criterion. Optimization is performed by dynamic programming. Our approach to contour tracking decouples the effects of transformation and deformation, using a template matching strategy to robustly account for the transformation effect. We demonstrate these ideas on a variety of images from different domains.
Descriptors : *IMAGE PROCESSING, ALGORITHMS, OPTIMIZATION, DATA MANAGEMENT, DEFORMATION, CURVATURE, POLYNOMIALS, INTERPOLATION, PATTERN RECOGNITION, COMPUTER VISION, CONTROL THEORY, DYNAMIC PROGRAMMING, IMAGE REGISTRATION, CONTOURS, CUBIC SPLINE TECHNIQUE.
Subject Categories : Cybernetics
Distribution Statement : APPROVED FOR PUBLIC RELEASE