Product Details

AdaBoost Runtime

Created: 2007

Czech title
AdaBoost Runtime
Type
software
License
Use of the result by another entity is possible without acquiring a license (the result is not licensed)
License Fee
The licensor does not require a license fee for the result
Authors
Keywords

AdaBoost, WaldBoost, Classification, Detection, Face Detection

Description

Software library written in C/C++ that performs efficient two class image classification with Haar feature based WaldBoost classifiers. The classifier is stored as single XML file that defines positions and parametrs of all image features that needs to be evaluated to get classifier response. Library provides single image classification and also image scan (with axis aligned window) to get response from all image subwindows. Library also offers simple image pyramid generation to provide multi resolution image scan so objects of various size can be detected with single classifier.

Location
Files
Projects
Algorithms of image recognition, GACR, Standardní projekty, GA201/06/1821, start: 2006-01-01, end: 2008-12-31, completed
Centre of computer graphics, MŠMT, Centra základního výzkumu, LC06008, start: 2006-03-01, end: 2011-12-31, completed
Research groups
Departments
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