By Mohamed Kamel, Aurélio Campilho
This booklet constitutes the completely refereed court cases of the twelfth overseas convention on photo research and popularity, ICIAR 2015, held in Niagara Falls, ON, Canada, in July 2015. The fifty five revised complete papers and five brief papers provided have been conscientiously reviewed and chosen from eighty submissions. The papers are geared up within the following topical sections: photograph caliber evaluate; picture enhancement; picture segmentation, registration and research; snapshot coding, compression and encryption; dimensionality aid and category; biometrics; face description, detection and popularity; human job attractiveness; robotics and 3D imaginative and prescient; scientific picture research; and applications.
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Additional resources for Image Analysis and Recognition: 12th International Conference, ICIAR 2015, Niagara Falls, ON, Canada, July 22-24, 2015, Proceedings
This method is a good achievement but requires nonlinear sorting of the block based natural scene statistic features which makes it slow for real time applications. BRISQUE  is another recent state of the art method using suitable quality-aware NSS features in the spatial domain to learn human opinion scores on databases including some sort of distortions, even large ones . Saad et al.  Proposed BLIINDS-II image quality method which extracts NSS of discrete cosine transform (DCT) using a single-stage framework.
Blind Image Quality Assessment Through Wakeby Statistics Model 21 References 1. : A no-reference image blur metric based on the cumulative probability of blur detection (CPBD). IEEE Trans. Image Process. 20, 2678–2683 (2011) 2. : Image quality assessment - comparison of objective measures with results of subjective test. In: ELMAR, 2010 proceedings, pp. 113–118 (2010) 3. : Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13, 600–612 (2004) 4. : Reduced-reference IQA in contourlet domain.
IEEE Trans. Image Process. 15, 3440–3451 (2006) 18. : Final report from the video quality experts group on the validation of objective models of video quality assessment, ITU-T Standards Contribution COM, pp. 9–80 (2000) 19. : Scope of validity of PSNR in image/video quality assessment. Electron. Lett. 44, 800–801 (2008) 20. : A theoretically based Wakeby distribution for annual flood series. Hydrol. Sci. J. 34, 231–248 (1989) 21. : Estimation of the parameters of wakeby distribution by a numerical least squares method and applying it to the annual peak flows of Turkish rivers.