Method for boosting the performance of machine-learning...

Details Method for boosting the performance of machine-learning... Method for boosting the performance of machine-learning...

2006-08-29

2006-08-29

Wu, Jingge (Department: 2624)

Image analysis

Learning systems

Trainable classifiers or pattern recognizers

C382S118000, C700S047000, C706S020000

Reexamination Certificate

active

07099505

ABSTRACT:
A novel statistical learning procedure that can be applied to many machine-learning applications is presented. Although this boosting learning procedure is described with respect to its applicability to face detection, it can be applied to speech recognition, text classification, image retrieval, document routing, online learning and medical diagnosis classification problems.

REFERENCES:
patent: 6453307 (2002-09-01), Schapire et al.
“Learning to Detect Multi-View Faces in Real-Time” by Li et al. Development and Learning, 2002. Proceedings. The 2nd International Conference on , Jun. 12-15, 2002. pp: 172-177.

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