Title :
Object recognition methods based on transformation covariant features
Author :
Matas, Jiri ; Obdrzalek, Stepan
Author_Institution :
Center for Machine Perception, Czech Tech. Univ., Prague, Czech Republic
Abstract :
Methods based on distinguished regions (transformation covariant detectable patches) have achieved considerable success in a range of object recognition, retrieval and matching problems, in still images and videos. We review the state-of-the-art, describe relationship to other recognition methods, analyse their strengths and weaknesses, and present examples of successful applications.
Keywords :
covariance analysis; feature extraction; image matching; image retrieval; object recognition; object matching problem; object recognition method; object retrieval; still image; still video; transformation covariant features; Abstracts; Adaptation models; Complexity theory; Detectors; Geometry; Object recognition; Robustness;
Conference_Titel :
Signal Processing Conference, 2004 12th European
Conference_Location :
Vienna
Print_ISBN :
978-320-0001-65-7
