Single Image Superresolution Based on Support Vector Regression

Support vector machine (SVM) regression is considered for a statistical method of single frame superresolution in both the spatial and discrete cosine transform (DCT) domains. As opposed to current classification techniques, regression allows considerably more freedom in the determination of missing...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Ni, K.S., Kumar, S., Vasconcelos, N., Nguyen, T.Q.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Discrete cosine transforms Error correction Image resolution Interpolation Pixel Spatial resolution Statistical analysis Statistical learning Support vector machine classification Support vector machines
Online-Zugang:	Volltext bestellen
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