View source for 18336577. HIGHLY EFFICIENT MODEL FOR VIDEO QUALITY ASSESSMENT (GOOGLE LLC)

=HIGHLY EFFICIENT MODEL FOR VIDEO QUALITY ASSESSMENT=


==Organization Name==

[[:Category:GOOGLE LLC|GOOGLE LLC]]


[[Category:GOOGLE LLC]]

==Inventor(s)==

[[:Category:Yilin Wang of Sunnyvale CA (US)|Yilin Wang of Sunnyvale CA (US)]][[Category:Yilin Wang of Sunnyvale CA (US)]]

[[:Category:Miao Yin of Somerset NJ (US)|Miao Yin of Somerset NJ (US)]][[Category:Miao Yin of Somerset NJ (US)]]

[[:Category:Qifei Wang of Sunnyvale CA (US)|Qifei Wang of Sunnyvale CA (US)]][[Category:Qifei Wang of Sunnyvale CA (US)]]

[[:Category:Boqing Gong of Bellevue WA (US)|Boqing Gong of Bellevue WA (US)]][[Category:Boqing Gong of Bellevue WA (US)]]

[[:Category:Neil Aylon Charles Birkbeck of Cruz CA (US)|Neil Aylon Charles Birkbeck of Cruz CA (US)]][[Category:Neil Aylon Charles Birkbeck of Cruz CA (US)]]

[[:Category:Balineedu Chowdary Adsumilli of Sunnyvale CA (US)|Balineedu Chowdary Adsumilli of Sunnyvale CA (US)]][[Category:Balineedu Chowdary Adsumilli of Sunnyvale CA (US)]]

==HIGHLY EFFICIENT MODEL FOR VIDEO QUALITY ASSESSMENT==


This abstract first appeared for US patent application 18336577 titled 'HIGHLY EFFICIENT MODEL FOR VIDEO QUALITY ASSESSMENT




==Original Abstract Submitted==

A method for generating, for a video stream of a first spatial resolution and a first temporal resolution, a first reduced quality steam of a second spatial resolution and a second reduced-quality stream of a second temporal resolution. A first subset of STPs is sampled from the first reduced-quality stream and a second subset of STPs is sampled from the second reduced-quality stream. Using a machine learning model (MLM) the STPs are processed to identify a quality score for each quality-representative STPs that are representative of a quality of the video stream. One or more quality-improving actions for the video stream are identified using the quality scores of the quality-representative STPs.



[[Category:H04N21/2343]]
[[Category:G06T7/00]]
[[Category:H04N19/132]]
[[Category:H04N21/466]]
[[Category:H04N21/485]]
[[Category:CPC_H04N21/234363]]