TY - GEN
T1 - Rotation invariant tracking algorithm based on circular HOGs
AU - Miramontes-Jaramillo, Daniel
AU - Kober, Vitaly
AU - Díaz-Ramírez, Víctor Hugo
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2015.
PY - 2015
Y1 - 2015
N2 - Tracking of 3Dobjects based on video information has become an important problem in the last years. We present a tracking algorithm based on rotation-invariant HOGs over a data structure of circular windows. The algorithm is also robust to geometrical distortions. The performance of the algorithm achieves a perfect score in terms of objective metrics for real-time tracking using multicore processing with GPUs.
AB - Tracking of 3Dobjects based on video information has become an important problem in the last years. We present a tracking algorithm based on rotation-invariant HOGs over a data structure of circular windows. The algorithm is also robust to geometrical distortions. The performance of the algorithm achieves a perfect score in terms of objective metrics for real-time tracking using multicore processing with GPUs.
KW - Circular Window
KW - Histogram of oriented gradients
KW - Tracking
UR - http://www.scopus.com/inward/record.url?scp=84937429254&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-19264-2_12
DO - 10.1007/978-3-319-19264-2_12
M3 - Contribución a la conferencia
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 115
EP - 124
BT - Pattern Recognition-7th Mexican Conference, MCPR 2015, Proceedings
A2 - Olvera López, José Arturo
A2 - Carrasco-Ochoa, Jesús Ariel
A2 - Martínez-Trinidad, José Francisco
A2 - Famili, Fazel
A2 - Sossa-Azuela, Juan Humberto
PB - Springer Verlag
T2 - 7th Mexican Conference on Pattern Recognition, MCPR 2015
Y2 - 24 June 2015 through 27 June 2015
ER -