Survey on Robust Object Detection
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Authors
Abualkibash, Munther Hamad
El-Sayed, Ahmed
Mahmood, Ausif
Issue Date
2011
Type
Presentation
Language
Keywords
Faculty research day
Alternative Title
Abstract
Description
This poster presents a well known object detection technique, which has been used for long time. Viola-Jones approach, is a real time object detection algorithm, which is mostly used for face detection. In Viola-Jones algorithm there are three main contributions: First, inventing a new technique for features computation, which is called Integral Image. Second, using Adaboost learning algorithm to build complex classifier from simple ones. Third, design complex classifier from a strong classifiers, produced from the learning algorithms, by using cascade structure in order. The main goal of our work, is to implement Viola-Jones approach using Matlab and C# programming language, then enhance it by using parallel programming techniques which are supported by .NET framework under this name: Task Parallel Library (TPL).
Citation
Poster 23