METHODS, SYSTEMS AND APPARATUS FOR AUTOMATIC VIDEO QUALITY ASSESSMENT

Patent №

US 8,525,883

Granted

2013-09-03

Filed 2011

Owner

SHARP LABORATORIES OF AMERICA, INC.

+1 more

Lab

AI components

2

vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13225216

Aspects of the present invention are related to systems, methods and apparatus for automatic quality assessment of a video sequence. According to a first aspect of the present invention, a quality index may be generated by combining a spatial quality index and a temporal quality index. According to a second aspect of the present invention, a spatial quality index may be calculated using a modified exponential moving average model to pool multi-scale structural similarity indices computed from test frame—reference frame pairs. According to a third aspect of the present invention, a temporal quality index may be generated by averaging multi-scale structural similarity indices computed from difference image pairs, wherein one difference image is formed between reference frames and another difference image is formed between a reference frame and a test frame.

AI classification

Vision1.00
AI hardware0.99
Planning0.15
Machine learning0.01
Natural language0.00
Knowledge representation0.00
Speech0.00
Evolutionary computation0.00

Ownership

SHARP LABORATORIES OF AMERICA, INC.

assignment · 268610859

SHARP KABUSHIKI KAISHA

assignment · 328390508

Assignors

VU, CUONG, DESHPANDE, SACHIN G.

On an employer assignment, the assignors are typically the inventors.

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