DOOMRED: a new optimization technique for boosted cascade detectors on enforced training set

DOI10.1155/2008/183804zbMath1184.94179OpenAlexW2015607299WikidataQ59216210 ScholiaQ59216210MaRDI QIDQ966593

Dong Woo Park, Kyoung Mu Lee

Publication date: 24 April 2010

Published in: EURASIP Journal on Advances in Signal Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2008/183804

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Approximation methods and heuristics in mathematical programming (90C59) Detection theory in information and communication theory (94A13)

Cites Work

• Improved generalization through explicit optimization of margins
• Linear programming boosting via column generation

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