Improving face detection with TOF cameras

Rasmus Larsen; Francois Lauze; Dan Witzner Hansen

doi:10.1109/ISSCS.2007.4292692

Improving face detection with TOF cameras

Rasmus Larsen, Francois Lauze, Dan Witzner Hansen

Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Bidrag til bog/antologi › Forskning › peer review

Abstract

A face detection method based on a boosted classifier\nusing images from a time-of-flight sensor is presented. We\nshow that the performance of face detection can be improved\nwhen using both depth and gray scale images and that the\ncommon use of integration of hypotheses for verification can be\nrelaxed. Based on the detected face we employ an active contour\nmethod on depth images for full head segmentation.

Originalsprog	Engelsk
Titel	Improving face detection with TOF cameras
Antal sider	4
Publikationsdato	2007
Sider	225-228
ISBN (Trykt)	1424409683
DOI	https://doi.org/10.1109/ISSCS.2007.4292692
Status	Udgivet - 2007

Emneord

Face Detection
Boosted Classifier
Time-of-Flight Sensor
Depth Images
Active Contour Method

Adgang til dokumentet

10.1109/ISSCS.2007.4292692

Citationsformater

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abstract = "A face detection method based on a boosted classifier\nusing images from a time-of-flight sensor is presented. We\nshow that the performance of face detection can be improved\nwhen using both depth and gray scale images and that the\ncommon use of integration of hypotheses for verification can be\nrelaxed. Based on the detected face we employ an active contour\nmethod on depth images for full head segmentation.",

keywords = "Face Detection, Boosted Classifier, Time-of-Flight Sensor, Depth Images, Active Contour Method, Face Detection, Boosted Classifier, Time-of-Flight Sensor, Depth Images, Active Contour Method",

author = "Rasmus Larsen and Francois Lauze and Hansen, {Dan Witzner}",

year = "2007",

doi = "10.1109/ISSCS.2007.4292692",

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AB - A face detection method based on a boosted classifier\nusing images from a time-of-flight sensor is presented. We\nshow that the performance of face detection can be improved\nwhen using both depth and gray scale images and that the\ncommon use of integration of hypotheses for verification can be\nrelaxed. Based on the detected face we employ an active contour\nmethod on depth images for full head segmentation.

KW - Face Detection

KW - Boosted Classifier

KW - Time-of-Flight Sensor

KW - Depth Images

KW - Active Contour Method

KW - Face Detection

KW - Boosted Classifier

KW - Time-of-Flight Sensor

KW - Depth Images

KW - Active Contour Method

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DO - 10.1109/ISSCS.2007.4292692

M3 - Book chapter

SN - 1424409683

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BT - Improving face detection with TOF cameras

ER -

Improving face detection with TOF cameras

Abstract

Emneord

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Citationsformater