Neural network based image deblurring

In this paper, we propose a learning based technique for imagedeblurring using artificial neural networks. We model the original image as Markov Random field and the blurred image as degraded version of the original MRF. We do not make any prior assumptions for the blur kernel and develop the propos...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Kumar, N., Nallamothu, R., Sethi, A.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Algorithm design and analysis Equations Image Deblurring Image restoration Kernel Markov Random Field Markov random fields Mathematical model Neural networks
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