Texture Features for Browsing and Retrieval of Image Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
On computing global similarity in images
WACV '98 Proceedings of the 4th IEEE Workshop on Applications of Computer Vision (WACV'98)
Retrieving Images by Appearance
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
IEEE Transactions on Image Processing
Challenges of Image and Video Retrieval
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
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This paper investigates the use of Gabor features in matching 2- and 3-D objects in photographic images, using a database of images of funeral monuments from English churches. The technique, which can be applied to large databases, allows an arbitrary patch of a reference image to be matched to patches of each database image at a range of scales and positions. We investigate the use of nonlinear preprocessing to reduce the influence of lighting and surface reflectance on the match results.