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Image evaluation method

An image evaluation and image technology, which is applied in the field of image processing and can solve the problems such as the method for evaluating the aesthetic quality of images that have not yet existed.

Inactive Publication Date: 2017-11-07
YUNNAN UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

At present, there is no method for detailed evaluation of image aesthetic quality evaluation

Method used

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Embodiment Construction

[0069] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the drawings in the embodiments of the present invention. Apparently, the described embodiments are only some of the embodiments of the present invention, not all of them. The components of the embodiments of the invention generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations.

[0070] Accordingly, the following detailed description of the embodiments of the invention provided in the accompanying drawings is not intended to limit the scope of the claimed invention, but merely represents selected embodiments of the invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present invention.

[0071] It should be noted that like nume...

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Abstract

The present invention relates to the image processing technology field, in particular to an image evaluation method. The image evaluation method provided by the present invention is characterized by establishing an IAFA database, based on the IAFA database, distinguishing the categories of the images, adopting a multi-task learning method and a single task learning method to obtain a plurality of first final models and a plurality of second final models separately, separately inputting the to-be-measured images of each category in the first final models matching the categories of the to-be-measured images or separately inputting the to-be-measured images of each category in the second final models matching the categories of the to-be-measured images and used for evaluating the composition, the brightness, the color, the depth of field and the overall aesthetic feeling, thereby evaluating the composition aesthetic feeling quality, the brightness aesthetic feeling quality, the color aesthetic feeling quality, the depth of field aesthetic feeling quality and the overall aesthetic feeling quality of the to-be-measured images of each category, and meticulously evaluating the image aesthetic feeling quality.

Description

technical field [0001] The present invention relates to the technical field of image processing, in particular, to an image evaluation method. Background technique [0002] In recent decades, the analysis and research on the aesthetic quality of images has attracted more and more people's attention. At present, there is no method for detailed evaluation of image aesthetic quality evaluation. Contents of the invention [0003] In view of this, the object of the present invention is to provide an image evaluation method to solve the above problems. [0004] To achieve the above object, the present invention provides the following technical solutions: [0005] An image evaluation method for evaluating the aesthetic quality of an image, the method comprising: [0006] Establish an IAFA database, the IAFA database stores a plurality of images, each image has a high / low composition aesthetic quality label, a high / low brightness aesthetic quality label, a high / low color aesthe...

Claims

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Application Information

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IPC IPC(8): G06K9/62
CPCG06F18/2193G06F18/241G06F18/214
Inventor 普园媛李雨鑫徐丹张雨童钱文华袁国武
Owner YUNNAN UNIV
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