Blurred image region detection and classification

MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops

Volumn , Issue , 2011, Pages 1397-1400

  Su, Bolan ^a,b   Lu, Shijian ^b   Tan, Chew Lim ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

? channel map; Blurred region detection and classification; Image blur; Singular value decomposition

Indexed keywords

ALPHA CHANNEL; AUTOMATIC DETECTION; BLURRED IMAGE; CHANNEL MAP; CLASSIFICATION TECHNIQUE; DATA SETS; DEFOCUS; DEFOCUS BLUR; DEPTH ESTIMATION; DIGITAL IMAGE; IMAGE BLUR; IMAGE DEBLURRING; IMAGE PIXELS; IMAGE REGIONS; KERNEL ESTIMATION; MOTION BLUR; MULTI-MEDIA ANALYSIS; REGION DETECTION; SINGULAR VALUES;

INFORMATION RETRIEVAL; SINGULAR VALUE DECOMPOSITION;

IMAGE SEGMENTATION;

EID: 84455168928     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2072298.2072024     Document Type: Conference Paper

References (9)

1. H. Andrews and C. Patterson. Singular value decompositions and digital image processing. IEEE Transaction on Acoustics, Speech and Signal Processing, 24:26-53, 1976.
2. S. Dai and Y. Wu. Motion from blur. CVPR, 2008.
3. L. Kovács and T. Szirányi. Focus area extraction by blind deconvolution for defining regions of interest. IEEE Transaction on Pattern Analysis and Machine Intelligence, 29:1080-1085, 2007.
4. A. Levin. Blind motion deblurring using image statistics. Advances in Neural Information Processing Systems, 2007.
5. A. Levin, A. Rav-Acha, and D. Lischinski. Spectral matting. IEEE Transactions on Pattern Analysis and Machine Intelligence, 30:1699-1712, 2008.
6. R. Liu, Z. Li, and J. Jia. Image partial blur detection and classification. CVPR, 2008.
7. P. Marziliano, F. Dufaux, S. Winkler, and T. Ebrahimi. A non-reference perceptual blur metric. ICIP, 3:57-60, 2002.
8. J. D. Rugna and H. Konik. Automatic blur detection for metadata extraction in content-based retrieval context. SPIE, 5304:285-294, 2003.
9. H. Tong, M. Li, H. Zhang, and C. Zhang. Blur detection for digital images using wavelet transform. In Proceedings of IEEE International Conference on Multimedia&Expo, pages 17-20, 2004.