Large margin classifications and their applications in computer vision

Large margin classifications and their applications in computer vision

The concept of large margin classification is used as a principle for analyzing many different algorithms, such as Support Vector Machine (SVM) and Boosting. Here it is the margin instead of raw training error that is used in designing classifiers.

Bibliographic Details
Main Author: Li, Xuchun
Other Authors: Sung, Eric
Format: Thesis
Published: 2008
Subjects:
DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
Online Access:https://hdl.handle.net/10356/4770

Internet

https://hdl.handle.net/10356/4770

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