Title:
データ品位を向上する方法及びシステム
Document Type and Number:
Japanese Patent JP5048600
Kind Code:
B2
Abstract:
The quality (e.g., resolution) of image data, video data, and sound data representing a scene or signal is enhanced by a quality enhancement function trained on high quality and low quality representations of a portion of the same scene or signal. The enhancement function is thus optimized to the most relevant input. A training algorithm uses low quality image of a scene or scene portion, along with a high quality image of the same scene or scene portion, to optimize the parameters of a quality enhancement function. The optimized enhancement function is then used to enhance other low quality images of the scene or scene portion. Sound data is enhanced by using a low resolution sample of a portion of a signal, and a high resolution sample of the same signal portion, to train a quality enhancement function which is then used to enhance the remainder of the signal.
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Inventors:
Michael Dee Grossburg
Shree Kei Nayar
Shree Kei Nayar
Application Number:
JP2008172576A
Publication Date:
October 17, 2012
Filing Date:
July 01, 2008
Export Citation:
Assignee:
The Trustees of Columbia University in the City of New York
International Classes:
G06T3/40; G06T5/50; H04N1/387; G10L21/02; G10L21/04; H04N5/225; H04N5/232
Domestic Patent References:
| JP382268A | ||||
| JP382267A |
Attorney, Agent or Firm:
Kenji Sugimura
Akito Okura
Akito Okura