Spatial and Temporal Feature-Based Reduced Reference Quality Assessment for Rate-Varying Videos in Wireless Networks

For the impact of the bitrate change of video streaming services according to the available bandwidth on user satisfaction, in this paper, we propose a spatial and temporal feature-based reduced re...

[1]  Shuicheng Yan,et al.  Scale-Aware Fast R-CNN for Pedestrian Detection , 2015, IEEE Transactions on Multimedia.

[2]  Robert Shapley,et al.  The dynamics of visual responses in the primary visual cortex. , 2007, Progress in brain research.

[3]  Alan C. Bovik,et al.  A Completely Blind Video Integrity Oracle , 2016, IEEE Transactions on Image Processing.

[4]  Christophe Charrier,et al.  Blind Prediction of Natural Video Quality , 2014, IEEE Transactions on Image Processing.

[5]  Gustavo de Veciana,et al.  Video Quality Assessment on Mobile Devices: Subjective, Behavioral and Objective Studies , 2012, IEEE Journal of Selected Topics in Signal Processing.

[6]  Yibo Li,et al.  Multi-View Hierarchical Bidirectional Recurrent Neural Network for Depth Video Sequence Based Action Recognition , 2018, Int. J. Pattern Recognit. Artif. Intell..

[7]  Chang Wen Chen,et al.  Video adaptation proxy for wireless Dynamic Adaptive Streaming over HTTP , 2012, 2012 19th International Packet Video Workshop (PV).

[8]  Harley R. Myler,et al.  Gabor difference analysis of digital video quality , 2004, IEEE Transactions on Broadcasting.

[9]  Kevin C. Almeroth,et al.  Receiver driven rate adaptation for wireless multimedia applications , 2012, MMSys '12.

[10]  T. Albright.  Direction and orientation selectivity of neurons in visual area MT of the macaque. , 1984, Journal of neurophysiology.

[11]  H. Sompolinsky,et al.  Theory of orientation tuning in visual cortex. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[12]  Abbes Amira,et al.  Quality of experience evaluation of H.265/MPEG-HEVC and VP9 comparison efficiency , 2014, 2014 26th International Conference on Microelectronics (ICM).

[13]  Jessica A. Cardin,et al.  Stimulus Feature Selectivity in Excitatory and Inhibitory Neurons in Primary Visual Cortex , 2007, The Journal of Neuroscience.

[14]  Guangming Shi,et al.  Orientation selectivity based visual pattern for reduced-reference image quality assessment , 2016, Inf. Sci..

[15]  Hao Hu,et al.  Proxy-Based Multi-Stream Scalable Video Adaptation Over Wireless Networks Using Subjective Quality and Rate Models , 2013, IEEE Transactions on Multimedia.

[16]  Ali Al-Naji,et al.  Noncontact Heart Activity Measurement System Based on Video Imaging Analysis , 2017, Int. J. Pattern Recognit. Artif. Intell..

[17]  D. Hansel,et al.  The Mechanism of Orientation Selectivity in Primary Visual Cortex without a Functional Map , 2012, The Journal of Neuroscience.

[18]  Abdelhamid Mellouk,et al.  Methodologies for Subjective Video Streaming QoE Assessment , 2017 .

[19]  S. E. Avons,et al.  Recency and duration neglect in subjective assessment of television picture quality , 2001 .

[20]  Sheila S. Hemami,et al.  A metric for continuous quality evaluation of compressed video with severe distortions , 2004, Signal Process. Image Commun..

[21]  Weisi Lin,et al.  Image Sharpness Assessment by Sparse Representation , 2016, IEEE Transactions on Multimedia.

[22]  Chulhee Lee,et al.  Analysis of objective video quality metric using wavelet transform , 2003, SPIE Optics + Photonics.

[23]  Lianfen Huang,et al.  Packet layer model of HEVC wireless video quality assessment , 2016, 2016 11th International Conference on Computer Science & Education (ICCSE).

[24]  D. Ferster,et al.  Neural mechanisms of orientation selectivity in the visual cortex. , 2000, Annual review of neuroscience.

[25]  Zhou Wang,et al.  Complex Wavelet Structural Similarity: A New Image Similarity Index , 2009, IEEE Transactions on Image Processing.

[26]  Rajiv Soundararajan,et al.  Video Quality Assessment by Reduced Reference Spatio-Temporal Entropic Differencing , 2013, IEEE Transactions on Circuits and Systems for Video Technology.

[27]  Prasant Mohapatra,et al.  QoE prediction model for mobile video telephony , 2016, Multimedia Tools and Applications.

[28]  Mohammed Ghanbari,et al.  Reduced-Reference Video Quality Assessment Using Discriminative Local Harmonic Strength With Motion Consideration , 2008, IEEE Transactions on Circuits and Systems for Video Technology.

[29]  Nicholas J. Priebe,et al.  Contrast-Invariant Orientation Tuning in Cat Visual Cortex: Thalamocortical Input Tuning and Correlation-Based Intracortical Connectivity , 1998, The Journal of Neuroscience.

[30]  D. Hubel,et al.  Receptive fields, binocular interaction and functional architecture in the cat's visual cortex , 1962, The Journal of physiology.

[31]  Alexander Raake,et al.  A modular HTTP adaptive streaming QoE model — Candidate for ITU-T P.1203 (“P.NATS”) , 2017, 2017 Ninth International Conference on Quality of Multimedia Experience (QoMEX).

[32]  Touradj Ebrahimi,et al.  Attention Driven Foveated Video Quality Assessment , 2014, IEEE Transactions on Image Processing.

[33]  F. Campbell,et al.  Orientational selectivity of the human visual system , 1966, The Journal of physiology.

[34]  Zhou Wang,et al.  Video quality assessment based on structural distortion measurement , 2004, Signal Process. Image Commun..

[35]  Toru Yamada,et al.  Video-Quality Estimation Based on Reduced-Reference Model Employing Activity-Difference , 2009, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[36]  Praful Gupta,et al.  SpEED-QA: Spatial Efficient Entropic Differencing for Image and Video Quality , 2017, IEEE Signal Processing Letters.

[37]  Guangming Shi,et al.  Visual Orientation Selectivity Based Structure Description , 2015, IEEE Transactions on Image Processing.

[38]  Alan C. Bovik,et al.  Making a “Completely Blind” Image Quality Analyzer , 2013, IEEE Signal Processing Letters.