STUDIES ON SUPPORT VECTOR MACHINES AND APPLICATIONS TO VIDEO OBJECT EXTRACTION

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" STUDIES ON SUPPORT VECTOR MACHINES AND APPLICATIONS TO VIDEO OBJECT EXTRACTION "

Document Type	:	Latin Dissertation
Language of Document	:	English
Record Number	:	150124
Doc. No	:	ET21916
Main Entry	:	Yi Liu, B.S., M.S.
Title Proper	:	STUDIES ON SUPPORT VECTOR MACHINES AND APPLICATIONS TO VIDEO OBJECT EXTRACTION
Note	:	This document is digital این مدرک بصورت الکترونیکی می باشد
Abstract	:	Pattern classi.cation is a fundamental problem under study in machine learning.During the past decade, Support Vector Machine (SVM), a learning scheme for classi.cation, has drawn tremendous attention due to its theoretical merit and practicalsuccess. However, limitations still exist when SVM meets real-world applications.The major thesis of this dissertation is to introduce new formulations that are derivedto overcome the limitations of SVM and thus extend its horizon in practice.Furthermore, based on SVM and the extensions a novel approach toward video object(VO) extraction is presented to add another practical dimension to this powerful,..tested for theQ1 PC1 bus cardBoth these projects mere sofixare des elopment efforts tonards contributing to dlfferentaspects of Roboucs and lZ1echatronics projects m the Controls and Roboucs Group..
Subject	:	Electericl tess
	:	برق
electronic file name	:	TL45110.pdf
Title and statement of responsibility and	:	STUDIES ON SUPPORT VECTOR MACHINES AND APPLICATIONS TO VIDEO OBJECT EXTRACTION [Thesis]