Multichannel Texture Analysis Using Localized Spatial Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Computation of component image velocity from local phase information
International Journal of Computer Vision
Performance of optical flow techniques
International Journal of Computer Vision
The use of psychophysical data and models in the analysis of display system performance
Digital images and human vision
The visible differences predictor: an algorithm for the assessment of image fidelity
Digital images and human vision
What's wrong with mean-squared error?
Digital images and human vision
A survey of hybrid MC/DPCM/DCT video coding distortions
Signal Processing - Special issue on image and video quality metrics
Performance of Video Telephony Services in UMTS using Live Measurements and Network Emulation
Wireless Personal Communications: An International Journal
An iterative image registration technique with an application to stereo vision
IJCAI'81 Proceedings of the 7th international joint conference on Artificial intelligence - Volume 2
The Essential Guide to Video Processing
The Essential Guide to Video Processing
Image quality assessment: from error visibility to structural similarity
IEEE Transactions on Image Processing
An information fidelity criterion for image quality assessment using natural scene statistics
IEEE Transactions on Image Processing
Image information and visual quality
IEEE Transactions on Image Processing
A Statistical Evaluation of Recent Full Reference Image Quality Assessment Algorithms
IEEE Transactions on Image Processing
GAFFE: A Gaze-Attentive Fixation Finding Engine
IEEE Transactions on Image Processing
Design of Linear Equalizers Optimized for the Structural Similarity Index
IEEE Transactions on Image Processing
Quality assessment of motion rendition in video coding
IEEE Transactions on Circuits and Systems for Video Technology
A scalable wavelet-based video distortion metric and applications
IEEE Transactions on Circuits and Systems for Video Technology
Study of subjective and objective quality assessment of video
IEEE Transactions on Image Processing
Video quality assessment for computer graphics applications
ACM SIGGRAPH Asia 2010 papers
Evaluation of temporal variation of video quality in packet loss networks
Image Communication
Automatic prediction of perceptual quality of multimedia signals--a survey
Multimedia Tools and Applications
Modeling motion visual perception for video quality assessment
MM '11 Proceedings of the 19th ACM international conference on Multimedia
ViMSSIM: from image to video quality assessment
Proceedings of the 4th Workshop on Mobile Video
Efficient video denoising based on dynamic nonlocal means
Image and Vision Computing
Single-trial EEG classification of artifacts in videos
ACM Transactions on Applied Perception (TAP)
Temporal quality assessment for mobile videos
Proceedings of the 18th annual international conference on Mobile computing and networking
Visual saliency and distortion weighting based video quality assessment
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Efficient video quality assessment based on spacetime texture representation
Proceedings of the 21st ACM international conference on Multimedia
Fuzzy logic and temporal information applied to video quality assessment
Journal of Mobile Multimedia
Hi-index | 0.01 |
There has recently been a great deal of interest in the development of algorithms that objectively measure the integrity of video signals. Since video signals are being delivered to human end users in an increasingly wide array of applications and products, it is important that automatic methods of video quality assessment (VQA) be available that can assist in controlling the quality of video being delivered to this critical audience. Naturally, the quality of motion representation in videos plays an important role in the perception of video quality, yet existing VQA algorithms make little direct use of motion information, thus limiting their effectiveness. We seek to ameliorate this by developing a general, spatio-spectrally localized multiscale framework for evaluating dynamic video fidelity that integrates both spatial and temporal (and spatio-temporal) aspects of distortion assessment. Video quality is evaluated not only in space and time, but also in space-time, by evaluating motion quality along computed motion trajectories. Using this framework, we develop a full reference VQA algorithm for which we coin the term the MOtion-based Video Integrity Evaluation index, or MOVIE index. It is found that the MOVIE index delivers VQA scores that correlate quite closely with human subjective judgment, using the Video Quality Expert Group (VQEG) FRTV Phase 1 database as a test bed. Indeed, the MOVIE index is found to be quite competitive with, and even outperform, algorithms developed and submitted to theVQEGFRTVPhase 1 study, as well as more recent VQA algorithms tested on this database.