Skip navigation
Skip navigation

Incremental Training of a Detector Using Online Sparse Eigendecomposition

Paisitkriangkrai, Sakrapee; Shen, Chunhua; Zhang, Jian


The ability to efficiently and accurately detect objects plays a very crucial role for many computer vision tasks. Recently, offline object detectors have shown a tremendous success. However, one major drawback of offline techniques is that a complete set of training data has to be collected beforehand. In addition, once learned, an offline detector cannot make use of newly arriving data. To alleviate these drawbacks, online learning has been adopted with the following objectives: 1) the...[Show more]

CollectionsANU Research Publications
Date published: 2011
Type: Journal article
Source: IEEE Transactions on Image Processing
DOI: 10.1109/TIP.2010.2053548


File Description SizeFormat Image
01_Paisitkriangkrai_Incremental_Training_of_a_2011.pdf3.85 MBAdobe PDFThumbnail

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator