Distill-DBDGAN: Knowledge Distillation and Adversarial Learning Framework for Defocus Blur Detection

Defocus blur detection (DBD) aims to segment the blurred regions from a given image affected by defocus blur. It is a crucial pre-processing step for various computer vision tasks. With the increasing popularity of small mobile devices, there is a need for a computationally efficient method to detec...

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Veröffentlicht in:	ACM transactions on multimedia computing communications and applications 2023-06, Vol.19 (2s), p.1-26, Article 87
Hauptverfasser:	Jonna, Sankaraganesh, Medhi, Moushumi, Sahay, Rajiv Ranjan
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer vision problems Computing methodologies
Online-Zugang:	Volltext
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