Sparse Methods in Image Understanding and Computer Vision

Sparse Methods in Image Understanding and Computer Vision

abstract: Image understanding has been playing an increasingly crucial role in vision applications. Sparse models form an important component in image understanding, since the statistics of natural images reveal the presence of sparse structure. Sparse methods lead to parsimonious models, in additio...

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Bibliographic Details
Other Authors: Jayaraman Thiagarajan, Jayaraman (Author)
Format: Doctoral Thesis
Language:English
Published: 2013
Subjects:
Electrical engineering
Computer science
Computer Vision
Dictionary Learning
Image Understanding
Machine Learning
Optimization
Sparse Representations
Online Access:http://hdl.handle.net/2286/R.I.17719

Internet

http://hdl.handle.net/2286/R.I.17719

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