On the use of deep learning for blind image quality assessment

Blind Image Quality Assessment Based on High Order Statistics Aggregation

(2016) Jingtao Xu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Massive Online Crowdsourced Study of Subjective and Objective Picture Quality

(2016) Deepti Ghadiyaram et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A color intensity invariant low-level feature optimization framework for image quality assessment

(2016) Navaneeth K. Kottayil et al.   Signal Image and Video Processing

Image quality assessment based on regions of interest

(2016) A. Alaei et al.   Signal Image and Video Processing

No-reference image quality assessment in complex-shearlet domain

(2016) Saeed Mahmoudpour et al.   Signal Image and Video Processing

No-reference image quality assessment based on hybrid model

(2016) Jie Li et al.   Signal Image and Video Processing

Non-distortion-specific no-reference image quality assessment: A survey

(2015) Redzuan Abdul Manap et al.   INFORMATION SCIENCES

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE

No-reference image quality assessment using Prewitt magnitude based on convolutional neural networks

(2015) Jie Li et al.   Signal Image and Video Processing

Blind Image Quality Assessment via Deep Learning

(2015) Weilong Hou et al.   IEEE Transactions on Neural Networks and Learning Systems

No reference image quality classification for JPEG-distorted images

(2014) Silvia Corchs et al.   DIGITAL SIGNAL PROCESSING

C-DIIVINE: No-reference image quality assessment based on local magnitude and phase statistics of natural scenes

(2014) Yi Zhang et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Survey of information theory in visual quality assessment

(2013) Rajiv Soundararajan et al.   Signal Image and Video Processing

No-Reference Image Quality Assessment in the Spatial Domain

(2012) A. Mittal et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Blind Image Quality Assessment: A Natural Scene Statistics Approach in the DCT Domain

(2012) M. A. Saad et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Blind Image Quality Assessment: From Natural Scene Statistics to Perceptual Quality

(2011) A. K. Moorthy et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

${\bf S}_{3}$: A Spectral and Spatial Measure of Local Perceived Sharpness in Natural Images

(2011) C. T. Vu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Image quality assessment based on S-CIELAB model

(2011) Lihuo He et al.   Signal Image and Video Processing

No-Reference Blur Assessment of Digital Pictures Based on Multifeature Classifiers

(2010) A Ciancio et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Automatic prediction of perceptual quality of multimedia signals—a survey

(2010) Kalpana Seshadrinathan et al.   MULTIMEDIA TOOLS AND APPLICATIONS