Analysis and Performance Optimization of a GPGPU Implementation of Image Quality Assessment (IQA) Algorithm VSNR

[1]  Alan C. Bovik,et al.  Image information and visual quality , 2006, IEEE Trans. Image Process..

[2]  Damon M. Chandler,et al.  Data handling inefficiencies between CUDA, 3D rendering, and system memory , 2010, IEEE International Symposium on Workload Characterization (IISWC'10).

[3]  Aman Yadav.  GPGPU based Implementation of BLIINDS-II NR-IQA , 2016 .

[4]  Yuukou Horita,et al.  Impact of subjective dataset on the performance of image quality metrics , 2008, 2008 15th IEEE International Conference on Image Processing.

[5]  D. Chandler.  Seven Challenges in Image Quality Assessment: Past, Present, and Future Research , 2013 .

[6]  Manish Narwaria,et al.  Tone mapping-based high-dynamic-range image compression: study of optimization criterion and perceptual quality , 2013 .

[7]  Christophe Charrier,et al.  Blind Image Quality Assessment: A Natural Scene Statistics Approach in the DCT Domain , 2012, IEEE Transactions on Image Processing.

[8]  Aman Yadav,et al.  GPGPU based implementation of a high performing No Reference (NR) - IQA algorithm, BLIINDS-II , 2017 .

[9]  Przemyslaw Mazurek,et al.  GPGPU Based Estimation of the Combined Video Quality Metric , 2011, IP&C.

[10]  Damon M. Chandler,et al.  Microarchitectural analysis of a GPU implementation of the Most Apparent Distortion image quality assessment algorithm , 2017 .

[11]  Sheila S. Hemami,et al.  VSNR: A Wavelet-Based Visual Signal-to-Noise Ratio for Natural Images , 2007, IEEE Transactions on Image Processing.

[12]  Zhou Wang,et al.  Reduced-reference image quality assessment using a wavelet-domain natural image statistic model , 2005, IS&T/SPIE Electronic Imaging.

[13]  Eero P. Simoncelli,et al.  Image quality assessment: from error visibility to structural similarity , 2004, IEEE Transactions on Image Processing.

[14]  Alan C. Bovik,et al.  No-Reference Image Quality Assessment in the Spatial Domain , 2012, IEEE Transactions on Image Processing.

[15]  Zhou Wang,et al.  Multiscale structural similarity for image quality assessment , 2003, The Thrity-Seventh Asilomar Conference on Signals, Systems & Computers, 2003.

[16]  Damon M. Chandler,et al.  Microarchitectural analysis of image quality assessment algorithms , 2014, J. Electronic Imaging.

[17]  Alan C. Bovik,et al.  Fast structural similarity index algorithm , 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

[18]  Sungdae Cho,et al.  Design and Performance Evaluation of Image Processing Algorithms on GPUs , 2011, IEEE Transactions on Parallel and Distributed Systems.

[19]  Francesca De Simone,et al.  Subjective evaluation of JPEG XR image compression , 2009, Optical Engineering + Applications.

[20]  Eric C. Larson,et al.  Performance-analysis-based acceleration of image quality assessment , 2012, 2012 IEEE Southwest Symposium on Image Analysis and Interpretation.

[21]  Zhiyi Yang,et al.  Parallel Image Processing Based on CUDA , 2008, 2008 International Conference on Computer Science and Software Engineering.

[22]  Donghui Guo,et al.  Efficient implementation for MD5-RC4 encryption using GPU with CUDA , 2009, 2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication.

[23]  Jens H. Krüger,et al.  A Survey of General‐Purpose Computation on Graphics Hardware , 2007, Eurographics.

[24]  Eric C. Larson,et al.  Most apparent distortion: full-reference image quality assessment and the role of strategy , 2010, J. Electronic Imaging.