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

Technical University of Denmark

Research output: Conference Article in Proceeding or Book/Report chapter › Book chapter › Research › 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.

Original language	English
Title of host publication	Improving face detection with TOF cameras
Number of pages	4
Publication date	2007
Pages	225-228
ISBN (Print)	1424409683
DOIs	https://doi.org/10.1109/ISSCS.2007.4292692
Publication status	Published - 2007

Keywords

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

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10.1109/ISSCS.2007.4292692

Cite this

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title = "Improving face detection with TOF cameras",

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.",

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AU - Lauze, Francois

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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

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BT - Improving face detection with TOF cameras

ER -

Improving face detection with TOF cameras

Abstract

Keywords

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