TY - GEN
T1 - Multiple object tracking in multiresolution image sequences
AU - Kang, Seonghoon
AU - Lee, Seong Whan
PY - 2000
Y1 - 2000
N2 - In this paper, we present an algorithm for the tracking of multiple objects in space-variant vision. Typically, an object-tracking algorithm consists of several processes such as detection, prediction, matching, and updating. In particular, the matching process plays an important role in multiple objects tracking. In traditional vision, the matching process is simple when the target objects are rigid. In space-variant vision, however, it is very complicated although the target is rigid, because there may be deformation of an object region in the space-variant coordinate system when the target moves to another position. Therefore, we propose a deformation formula in order to solve the matching problem in space-variant vision. By solving this problem, we can efficiently implement multiple objects tracking in space-variant vision.
AB - In this paper, we present an algorithm for the tracking of multiple objects in space-variant vision. Typically, an object-tracking algorithm consists of several processes such as detection, prediction, matching, and updating. In particular, the matching process plays an important role in multiple objects tracking. In traditional vision, the matching process is simple when the target objects are rigid. In space-variant vision, however, it is very complicated although the target is rigid, because there may be deformation of an object region in the space-variant coordinate system when the target moves to another position. Therefore, we propose a deformation formula in order to solve the matching problem in space-variant vision. By solving this problem, we can efficiently implement multiple objects tracking in space-variant vision.
UR - http://www.scopus.com/inward/record.url?scp=80051824623&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80051824623&partnerID=8YFLogxK
U2 - 10.1007/3-540-45482-9_57
DO - 10.1007/3-540-45482-9_57
M3 - Conference contribution
AN - SCOPUS:80051824623
SN - 3540675604
SN - 9783540675600
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 564
EP - 573
BT - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
A2 - Poggio, Tomaso
A2 - Lee, Seong-Whan
A2 - Bulthoff, Heinrich H.
PB - Springer Verlag
T2 - 1st IEEE International Workshop on Biologically Motivated Computer Vision, BMCV 2000
Y2 - 15 May 2000 through 17 May 2000
ER -