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Research of Face Detection Based on Adaboost Algorithm and OpenCV Implementation(PDF)

《哈尔滨理工大学学报》[ISSN:1007-2683/CN:23-1404/N]

Issue:
2009年05期
Page:
123-126
Research Field:
电气与电子工程
Publishing date:

Info

Title:
Research of Face Detection Based on Adaboost Algorithm and OpenCV Implementation
Author(s):
GUO Lei; WANG Qiu-guang
School of Electrical and Electronic Engineering; Harbin University of Science and Technology; Harbin 150040; China
Keywords:
Adaboost face detection OpenCV computer vision
PACS:
TP391.41
DOI:
-
Abstract:
To solve the problem that the face detector is slow and its rate is low in complicated background,in this paper,we choose a face detector algorithm based on statistics.The principle and training flow of Adaboost face detector is detailedly introduced.The module combine imaging processing software OpenCV and Adaboost face detector algorithm is used to select extended Haar characteristics,then the face detector is realized and the result is given.62 faces is undetected when detector designed for 592 individua...

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Last Update: 2009-12-16