Title :
A motion computation and interpretation framework for oceanographic satellite images
Author :
Cohen, Isaac ; Herlin, Isabelle
Author_Institution :
Inst. Nat. de Recherche en Inf. et Autom., Le Chesnay, France
Abstract :
We present a motion computation and interpretation framework for oceanographic satellite images. This framework is based on the use of a non quadratic regularization technique in optical flow computation which preserves flow discontinuities. We also show that using an appropriate tessellation of the image according to an estimate of the motion field can improve optical flow accuracy and yields more reliable flows. A new formulation for the approximation of an oriented flow field is described. This allows us to consider an arbitrary polynomial phase portrait model for characterizing flow salient features. This new framework is used for processing oceanographic image sequences and presents an alternative to the very complex physical modelling techniques for ocean surface circulation computation
Keywords :
image sequences; motion estimation; oceanographic techniques; arbitrary polynomial phase portrait model; flow discontinuities; motion computation; motion interpretation framework; nonquadratic regularization technique; ocean surface circulation computation; oceanographic satellite images; optical flow computation; tessellation; Image motion analysis; Image sequences; Motion estimation; Oceans; Optical computing; Physics computing; Polynomials; Satellites; Sea surface; Yield estimation;
Conference_Titel :
Computer Vision, 1995. Proceedings., International Symposium on
Conference_Location :
Coral Gables, FL
Print_ISBN :
0-8186-7190-4
DOI :
10.1109/ISCV.1995.476970