Detail publikačního výsledku

Accelerated Object Detection

HAVEL, J.

Originální název

Accelerated Object Detection

Anglický název

Accelerated Object Detection

Druh

Stať ve sborníku mimo WoS a Scopus

Originální 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.

Anglický 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

Klíčová slova v angličtině

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

Autoři

HAVEL, J.

Rok RIV

2010

Vydáno

23.04.2009

Nakladatel

Faculty of Electrical Engineering and Communication BUT

Místo

Brno

ISBN

978-80-214-3870-5

Kniha

Proceedings of the 15th Conference Student EEICT 2009

Edice

Volume 4

Strany od

456

Strany do

460

Strany počet

5

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"
}