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Rotation invariant tracking algorithm based on circular HOGs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015) 9116 115-124
DOI: 10.1007/978-3-319-19264-2_12
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Abstract

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.

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APA

Miramontes-Jaramillo, D., Kober, V., & Díaz-Ramírez, V. H. (2015). Rotation invariant tracking algorithm based on circular HOGs. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 9116, pp. 115–124). Springer Verlag. https://doi.org/10.1007/978-3-319-19264-2_12

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