Detail publikačního výsledku

Automatic Detection of the Direction and Speed of Moving Objects in the Video

ŠMIRG, O.; SMÉKAL, Z.; DUTTA, M.; KAKANI, B.

Originální název

Automatic Detection of the Direction and Speed of Moving Objects in the Video

Anglický název

Automatic Detection of the Direction and Speed of Moving Objects in the Video

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This article deals with methods for automatic detection of moving objects in non-standard situations in secure areas, such as nuclear power plants, storage of hazardous materials, etc. Speed and direction, respectively, slow motion to a stop is detected for the monitored object. Specifically: the automatic detection of movement in the opposite direction than normal, passage or move too fast, and stopping or blocking passages. The emphasis is put on real-time processing and on design effective and efficient methods. A new approach is a combination and modification of optical flow techniques and Mixture Of Gaussians method (MOG).

Anglický abstrakt

This article deals with methods for automatic detection of moving objects in non-standard situations in secure areas, such as nuclear power plants, storage of hazardous materials, etc. Speed and direction, respectively, slow motion to a stop is detected for the monitored object. Specifically: the automatic detection of movement in the opposite direction than normal, passage or move too fast, and stopping or blocking passages. The emphasis is put on real-time processing and on design effective and efficient methods. A new approach is a combination and modification of optical flow techniques and Mixture Of Gaussians method (MOG).

Klíčová slova

Optical flow, Mixture of Gaussian, Farneback, Movement detection, Lucas-Kanade

Klíčová slova v angličtině

Optical flow, Mixture of Gaussian, Farneback, Movement detection, Lucas-Kanade

Autoři

ŠMIRG, O.; SMÉKAL, Z.; DUTTA, M.; KAKANI, B.

Rok RIV

2014

Vydáno

08.08.2013

ISBN

978-1-4799-0190-6

Kniha

Sixth International Conference on Contemporary Computing

Strany od

86

Strany do

90

Strany počet

534

BibTex

@inproceedings{BUT100911,
  author="Ondřej {Šmirg} and Zdeněk {Smékal} and Malay Kishore {Dutta} and Bhavin V {Kakani}",
  title="Automatic Detection of the Direction and Speed of Moving Objects in the Video",
  booktitle="Sixth International Conference on Contemporary Computing",
  year="2013",
  pages="86--90",
  isbn="978-1-4799-0190-6"
}