Title :
Robust estimation of slow changes in natural outdoor scenes through a geometric matching approach
Author :
Baronti, S. ; Casini, A. ; Lotti, F.
Author_Institution :
Ist. di Ricerca sulle Onde Elettromagnetiche, CNR, Firenze, Italy
Abstract :
This paper proposes a method for analysing natural outdoor scenes to find out changes due to slow landslide movements. The analysis is carried out by examining sequences of images and by matching the contours detected in each image, with a set of contours assumed as the model. Once matching is achieved, motion parameters are computed. If a movement is recognized, displacements are estimated in the image plane. The procedure applied to some test sequences has proved itself to be robust with respect to noise and spurious changes due to variable environmental conditions
Keywords :
edge detection; feature extraction; geophysical signal processing; image matching; image sequences; noise; parameter estimation; displacements estimation; feature based matching; geometric matching approach; image contours; image plane; image sequences; motion parameters; natural outdoor scenes; noise; robust estimation; slow changes; slow landslide movements; spurious changes; test sequences; variable environmental conditions; Event detection; Geology; Image analysis; Image recognition; Image segmentation; Inspection; Layout; Noise robustness; Terrain factors; Testing;
Conference_Titel :
Digital Signal Processing Proceedings, 1997. DSP 97., 1997 13th International Conference on
Conference_Location :
Santorini
Print_ISBN :
0-7803-4137-6
DOI :
10.1109/ICDSP.1997.628561