System and method for automatically processing image data to provide images of optimal perceptual quality
AssigneePolaroid Corporation
InventorsF. Richard Cottrell, Bror O. Hultgren, III
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AssigneePolaroid Corporation
InventorsF. Richard Cottrell, Bror O. Hultgren, III
Estimating the term…
An image processing system that automatically optimizes the perceptual quality of images undergoing a series of selected image-processing operations. The automatic optimization capability allows the system to bypass expensive and time-consuming trial-and-error methods associated with interactive methods. The system consists of a set of image-processing operations, an architecture, and an intelligent control. These elements take into consideration profiles of sources from which the images are generated, profiles of intended applications, and the impact that image processing operations (individually or in concert) will have on perceived image quality. The analysis uses a body of relationships linking human perception of image quality with objective metrics (such as sharpness, grain, tone, and color) of image content. The relationships used are based upon extensive psychovisual testing, using human observers and photographic images. The intelligent control embodies the test results and thereby functions as a synthetic human observer. Controlling a collection of adjustable parameters in the requested image-processing operations, it works automatically to maximize subjective quality for the resulting picture. When optimal parameter values have been determined, the system then subjects the image data, itself, to the corresponding processing operations and provides an image to the end application. This is all achieved without operator intervention other than initially selecting the set of processing operations. The functionality of the system may be implemented in a variety of physical architectures, including computer workstations, and including communicating sets of discrete components in which the computations and control are distributed among the components.
An image processing system for receiving image data from an image data source, performing at least one image processing operation of a plurality image processing operations in connection with image processing selection information to generate psychovisually optimized processed image data, and providing the psychovisually optimized processed image data to a downstream utilization element, the image processing system characterized by:
An image processing method for processing image data received from an image data source, performing at least one image processing operation in connection with image processing selection information to generate psychovisually optimized processed image data, and providing the psychovisually optimized processed image data to a downstream utilization element, said method characterized by:
An image processing system for receiving input image data defining an input image from image source, processing the input image data in accordance with at least one image processing operation, and generating output image data corresponding to an output image in which predetermined psychovisual attributes have been automatically optimized for a select downstream application and the at least one image processing operation, said system comprising:
An image process method for receiving input image data defining an input image from an image source, processing the input image data in accordance with at least one image processing operation, and generating output image data defining an output image in which predetermined psychovisual attributes have been automatically optimized for a select downstream application and the at least one image processing operation, said method comprising the steps of:
Dependencies are inferred from the claim text.