Detail výsledku

Accelerated Object Detection

HAVEL, J. Accelerated Object Detection. Proceedings of the 15th Conference Student EEICT 2009. Volume 4. Brno: Faculty of Electrical Engineering and Communication BUT, 2009. p. 456-460. ISBN: 978-80-214-3870-5.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Havel Jiří, Ing., Ph.D., FIT (FIT), UPGM (FIT)
Abstrakt

This paper presents the improved version of a rapid object detector. This detector uses Waldboost classifier with Local Rank Differences features for face detection. Because of it's computational complexity, original detector was parallelized to take advantage of modern multicore processors. Further speedup was achieved by fixed step scaling with heavy use of SSE instruction set and template metaprogramming.

Klíčová slova

object detection, classification, adaboost, waldboost, local rank differences, parallelization, OpenMP, SSE, template metaprogramming

Rok
2009
Strany
456–460
Sborník
Proceedings of the 15th Conference Student EEICT 2009
Řada
Volume 4
Konference
Student EEICT 2009
ISBN
978-80-214-3870-5
Vydavatel
Faculty of Electrical Engineering and Communication BUT
Místo
Brno
BibTeX 
@inproceedings{BUT30206,
  author="Jiří {Havel}",
  title="Accelerated Object Detection",
  booktitle="Proceedings of the 15th Conference Student EEICT 2009",
  year="2009",
  series="Volume 4",
  pages="456--460",
  publisher="Faculty of Electrical Engineering and Communication BUT",
  address="Brno",
  isbn="978-80-214-3870-5"
}
Projekty
Centrum počítačové grafiky, MŠMT, Centra základního výzkumu, LC06008, zahájení: 2006-03-01, ukončení: 2011-12-31, ukončen
Výzkumné skupiny
Výzkumná skupina počítačové grafiky (VZ GRAPH)
Pracoviště
Fakulta informačních technologií (FIT)
Nahoru