Head pose estimation relying on appearance-based nose region analysis

Krzysztof Pawelczyk; Michał Kawulok

doi:10.1007/978-3-319-11331-9_61

Head pose estimation relying on appearance-based nose region analysis

Krzysztof Pawelczyk
, Michał Kawulok

Department of Algorithmics and Software (RAU/RAU5)

Future Processing

Research output: Contribution to journal › Article › peer-review

3 Citations (Scopus)

Abstract

In this paper we explore the possibilities of recognizing head orientation based on the appearance of the nose. We demonstrate that the features extracted from that region possess high discriminating power with regards to the head orientation. Extensive experimental validation study, performed using the benchmark data, confirmed high effectiveness of the proposed approach compared with the baseline techniques that rely on the analysis of the entire facial region.

Original language	English
Pages (from-to)	510-517
Number of pages	8
Journal	Lecture Notes in Computer Science
Volume	8671
DOIs	https://doi.org/10.1007/978-3-319-11331-9_61
Publication status	Published - 2014

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

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10.1007/978-3-319-11331-9_61

Cite this

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title = "Head pose estimation relying on appearance-based nose region analysis",

abstract = "In this paper we explore the possibilities of recognizing head orientation based on the appearance of the nose. We demonstrate that the features extracted from that region possess high discriminating power with regards to the head orientation. Extensive experimental validation study, performed using the benchmark data, confirmed high effectiveness of the proposed approach compared with the baseline techniques that rely on the analysis of the entire facial region.",

author = "Krzysztof Pawelczyk and Micha{\l} Kawulok",

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doi = "10.1007/978-3-319-11331-9\_61",

language = "English",

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T1 - Head pose estimation relying on appearance-based nose region analysis

AU - Pawelczyk, Krzysztof

AU - Kawulok, Michał

PY - 2014

Y1 - 2014

N2 - In this paper we explore the possibilities of recognizing head orientation based on the appearance of the nose. We demonstrate that the features extracted from that region possess high discriminating power with regards to the head orientation. Extensive experimental validation study, performed using the benchmark data, confirmed high effectiveness of the proposed approach compared with the baseline techniques that rely on the analysis of the entire facial region.

AB - In this paper we explore the possibilities of recognizing head orientation based on the appearance of the nose. We demonstrate that the features extracted from that region possess high discriminating power with regards to the head orientation. Extensive experimental validation study, performed using the benchmark data, confirmed high effectiveness of the proposed approach compared with the baseline techniques that rely on the analysis of the entire facial region.

UR - https://www.scopus.com/pages/publications/84921778576

U2 - 10.1007/978-3-319-11331-9_61

DO - 10.1007/978-3-319-11331-9_61

M3 - Article

AN - SCOPUS:84921778576

SN - 0302-9743

VL - 8671

SP - 510

EP - 517

JO - Lecture Notes in Computer Science

JF - Lecture Notes in Computer Science

ER -

Head pose estimation relying on appearance-based nose region analysis

Abstract

ASJC Scopus subject areas

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