Invention Grant
- Patent Title: Method for adaptively boosting classifiers for object tracking
- Patent Title (中): 自适应提升分类器进行物体跟踪的方法
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Application No.: US11679940Application Date: 2007-02-28
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Publication No.: US07840061B2Publication Date: 2010-11-23
- Inventor: Fatih M. Porikli , Toufiq Parag
- Applicant: Fatih M. Porikli , Toufiq Parag
- Applicant Address: US MA Cambridge
- Assignee: Mitsubishi Electric Research Laboratories, Inc.
- Current Assignee: Mitsubishi Electric Research Laboratories, Inc.
- Current Assignee Address: US MA Cambridge
- Agent Dirk Brinkman; Gene Vinokur
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06K9/62 ; G06K9/36
Abstract:
A method adapts a boosted classifier to new samples. A boosted classifier is trained using initial samples. The boosted classifier is a combination of weak classifiers. Each weak classifier of the boosted classifier is updated adaptively by adding contributions of new samples and deleting contributions old samples.
Public/Granted literature
- US20080205750A1 Method for Adaptively Boosting Classifiers for Object Tracking Public/Granted day:2008-08-28
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