Video Quality Assessment on Mobile Devices
Petr Číka, Dominik Starha
Abstract
Petr Číka, Dominik Starha
Abstract
This paper deals with objective and subjective video assessment methods and evaluation of modern video codecs. The paper begins with a short introduction to video quality evaluation methods. Mainly, it focuses on common objective measurement methods such as Peak-to-Signal Noise Ratio, Structural Similarity, M-Singular Value Decomposition and subjective measurement methods described in ITU-T P.910 standard such as Absolute Category Rating, Degradation Category Rating and Pair Comparison Method. These methods are described in detail in the second and the third chapter of this paper. Finally, the Absolute Category Rating method was used to evaluate H.264 AVC (Advanced Video Coding), H.265 HEVC (High Efficiency Video Coding), VP8 and VP9 codecs for different video sequences with different resolutions. Evaluation process was done on Nexus 9 tablet with Android operating system. All results obtained from evaluation of subjects (6 - 71 years old) are shown in graphs in the last chapter.
OpenAlex reports 2 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
This paper deals with objective and subjective video assessment methods and evaluation of modern video codecs. The paper begins with a short introduction to video quality evaluation methods. Mainly, it focuses on common objective measurement methods such as Peak-to-Signal Noise Ratio, Structural Similarity, M-Singular Value Decomposition and subjective measurement methods described in ITU-T P.910 standard such as Absolute Category Rating, Degradation Category Rating and Pair Comparison Method. These methods are described in detail in the second and the third chapter of this paper. Finally, the Absolute Category Rating method was used to evaluate H.264 AVC (Advanced Video Coding), H.265 HEVC (High Efficiency Video Coding), VP8 and VP9 codecs for different video sequences with different resolutions. Evaluation process was done on Nexus 9 tablet with Android operating system. All results obtained from evaluation of subjects (6 - 71 years old) are shown in graphs in the last chapter.
Key concepts: Computer science, Video quality, Codec, Coding (social sciences), PEVQ, Subjective video quality, Peak signal-to-noise ratio, Multimedia