Title :
B-spline contour representation and symmetry detection
Author :
Saint-Marc, Philippe ; Rom, Hillel ; Medioni, Gérard
Author_Institution :
Signal & Image Process. Lab., Matra-MS2I, St.-Quentin en Yvelynes, France
fDate :
11/1/1993 12:00:00 AM
Abstract :
The detection of edges is only one of many steps in the understanding of images. Further processing necessarily involves grouping operations between contours. We present a representation of edge contours by approximating B-splines and show that such a representation facilitates the extraction of symmetries between contours. Our representation is rich, compact, stable, and does not critically depend on feature extraction. We turn our attention to the detection of three types of symmetries: skew symmetries and parallel symmetries, which have proven to be of great importance in inferring shape from contour, and smooth local symmetries, which have been used for planar shape description. We show that our representation facilitates the computation of these symmetries
Keywords :
image recognition; splines (mathematics); B-spline contour representation; edge contours; edge detection; parallel symmetries; planar shape description; shape from contour; skew symmetries; smooth local symmetries; symmetry detection; Biomedical signal processing; Digital images; Frequency; Gabor filters; Image analysis; Image segmentation; Image texture analysis; Signal resolution; Spline; Surface texture;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on