Detail publikace

Face Detection Techniques - Theory and Applications

HORÁK, K.

Originální název

Face Detection Techniques - Theory and Applications

Anglický název

Face Detection Techniques - Theory and Applications

Jazyk

en

Originální abstrakt

Detection of human faces plays a basic role in many applications of computer vision such as video surveillance, image retrieval, face recognition etc. This paper presents a general framework for face detection in both color and monochromatic images. Several basic methods of color transformations are introduced and discussed as well as advanced techniques such as boosted cascade of simple features or face symmetry detection. All presented techniques are based on completely different principles and so each method is suitable only for some applications.

Anglický abstrakt

Detection of human faces plays a basic role in many applications of computer vision such as video surveillance, image retrieval, face recognition etc. This paper presents a general framework for face detection in both color and monochromatic images. Several basic methods of color transformations are introduced and discussed as well as advanced techniques such as boosted cascade of simple features or face symmetry detection. All presented techniques are based on completely different principles and so each method is suitable only for some applications.

Dokumenty

BibTex


@inproceedings{BUT94168,
  author="Karel {Horák}",
  title="Face Detection Techniques - Theory and Applications",
  annote="Detection of human faces plays a basic role in many applications of computer vision such as video surveillance, image retrieval, face recognition etc. This paper presents a general framework for face detection in both color and monochromatic images. Several basic methods of color transformations are introduced and discussed as well as advanced techniques such as boosted cascade of simple features or face symmetry detection. All presented techniques are based on completely different principles and so each method is suitable only for some applications.",
  address="Institute of Automation and Computer Science",
  booktitle="The Proceedings of the 17th International Conference on Soft Computing",
  chapter="94168",
  howpublished="print",
  institution="Institute of Automation and Computer Science",
  year="2012",
  month="june",
  pages="1--6",
  publisher="Institute of Automation and Computer Science",
  type="conference paper"
}