Title :
Segmentation of temporal effects on phasimetric SAR images
Author :
Huot, Etienne ; Herlin, Isabelle ; Bereziat, Dominique
Author_Institution :
Inst. Nat. de Recherche en Inf. et Autom., Le Chesnay, France
Abstract :
Presents a segmentation method to detect effects due to high temporal evolution of the interferometric phase. The segmentation of these phasimetric artefacts is performed, taking into consideration both phase image and interferometric correlation. The process is based on a statistical model, robust in a noisy environment. It is expressed in a Markovian random field framework. This work is particularly original in respect to its application domain. The major novelty of the approach resides on the use of two pieces of information in order to correspond exactly to the effects definition. It is used to segment phasimetric effects, appearing on some kind of ground occupation, due to rainy events
Keywords :
Markov processes; image segmentation; radiowave interferometry; remote sensing by radar; synthetic aperture radar; Markovian random field; ground occupation; interferometric phase; noisy environment; phasimetric SAR images; rainy events; statistical model; temporal effects; Active contours; Active noise reduction; Art; Coherence; Electrical capacitance tomography; Image segmentation; Integrated circuit noise; Interferometry; Noise level; Working environment noise;
Conference_Titel :
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
0-8186-8512-3
DOI :
10.1109/ICPR.1998.711962