Objective no-reference image blur metric based on local phase coherence

被引:18
作者
Ciancio, A. [1 ,2 ]
da Costa, A. L. N. T. [1 ,2 ]
da Silva, E. A. B. [1 ,2 ]
Said, A. [3 ]
Samadani, R. [3 ]
Obrador, P. [4 ]
机构
[1] Univ Fed Rio de Janeiro, PEE, COPPE, BR-21941972 Rio De Janeiro, Brazil
[2] Univ Fed Rio de Janeiro, DEL Poli, BR-21941972 Rio De Janeiro, Brazil
[3] HP Labs, Multimedia Commun & Networking Lab, Palo Alto, CA 94306 USA
[4] Telefon Res, Barcelona 08021, Spain
关键词
D O I
10.1049/el.2009.1800
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A novel algorithm for no-reference blur assessment in digital pictures is proposed. This metric is based on the evaluation of local phase coherence across the scales of an overcomplete wavelet transform. We compare the performance of the proposed method with four state-of-the art metrics using a large database containing both simulated and real blur.
引用
收藏
页码:1162 / U29
页数:2
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