TY - GEN
T1 - Feature matching using accumulation spaces
AU - Martínez Nuño, Jesús A.
AU - Azuela, Juan Humberto Sossa
N1 - Publisher Copyright:
© Springer-Verlag Berlin Heidelberg 2002.
PY - 2002
Y1 - 2002
N2 - A new way to solve the matching problem between model and image features is described in this paper. Matches between features accumulate in a region of an abstract space; a space similar to the Hough space. In such a space, found clusters determine possible 2D rotations and scale changes of the object in the image. Finally the relative position between model and image features is verified in each cluster. The use of a space of accumulation drastically reduces the complexity of matching. The proposed approach has been tested with several images with very promising results.
AB - A new way to solve the matching problem between model and image features is described in this paper. Matches between features accumulate in a region of an abstract space; a space similar to the Hough space. In such a space, found clusters determine possible 2D rotations and scale changes of the object in the image. Finally the relative position between model and image features is verified in each cluster. The use of a space of accumulation drastically reduces the complexity of matching. The proposed approach has been tested with several images with very promising results.
UR - http://www.scopus.com/inward/record.url?scp=84942937042&partnerID=8YFLogxK
U2 - 10.1007/3-540-46016-0_7
DO - 10.1007/3-540-46016-0_7
M3 - Contribución a la conferencia
SN - 3540434755
SN - 9783540434757
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 61
EP - 68
BT - MICAI 2002
A2 - Coello Coello, Carlos A.
A2 - de Albornoz, Alvaro
A2 - Sucar, Luis Enrique
A2 - Battistutti, Osvaldo Cairo
PB - Springer Verlag
T2 - 2nd Mexican International Conference on Artificial Intelligence, MICAI 2002
Y2 - 22 April 2002 through 26 April 2002
ER -