INTERACTIVELY RANKING IMAGE SEARCH RESULTS USING COLOR LAYOUT RELEVANCE
First Claim
1. A user interface having computer-readable instructions that, when executed by a processor, cause the processor to perform acts comprising:
- receiving a text query for an image search;
presenting image search results in a structured presentation based on the text query and information from an interest color layout;
enabling an interactive design of creating ranking image search results by selecting from color selection palettes and color layout specification schemes;
ranking image search results by sorting the image search results according to similarity scores between color layouts from the image search results and the interest color layout from a user based on the color selection palettes and the color layout specification schemes.
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Abstract
This disclosure describes various exemplary user interfaces, methods, and computer program products for the interactively ranking image search results refinement method using a color layout. The method includes receiving a text query for an image search, presenting image search results in a structured presentation based on the text query and information from an interest color layout. The process creates image search results that may be selected by the user based on color selection palettes or color layout specification schemes. Then the process ranks the image search results by sorting the results according to similarity scores between color layouts from the image search results and the interest color layout from a user based on the color selection palettes and the color layout specification schemes.
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Citations
20 Claims
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1. A user interface having computer-readable instructions that, when executed by a processor, cause the processor to perform acts comprising:
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receiving a text query for an image search; presenting image search results in a structured presentation based on the text query and information from an interest color layout; enabling an interactive design of creating ranking image search results by selecting from color selection palettes and color layout specification schemes; ranking image search results by sorting the image search results according to similarity scores between color layouts from the image search results and the interest color layout from a user based on the color selection palettes and the color layout specification schemes. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A method for interactively ranking image search results by using a color layout relevance, implemented at least in part by a computing device, the method comprising:
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extracting color layouts for images after the images are crawled from an internet; receiving a text query for an image search; evaluating a similarity between an interest color layout and a color layout of any image in an image search results, wherein the similarity is based on a color appearance compatibility, a spatial distribution consistency, and a contextual layout similarity, wherein the color appearance compatibility, the spatial distribution consistency, and the contextual layout similarity are based on a color similarity and a layout component-wise similarity; and reordering the image search results based on evaluated similarities between color layouts of images and the interest color layout from the user according to a selection of a color selection palette and a color layout specification scheme. - View Dependent Claims (9, 10, 11, 12, 13)
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14. A computer-readable storage media comprising computer-readable instructions executed on a computing device, the computer-readable instructions comprising instructions for:
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receiving a text query for an image search; extracting a color layout; measuring a similarity based on a color appearance compatibility, a spatial distribution consistency, a contextual layout similarity, a color similarity, and a layout component-wise similarity; providing interactive options for the image search results with color selection palettes and color layout specification schemes; reordering the image search results using a color layout ranking; and presenting ranked image search results in a structured presentation based on the text query and information from the interest color layout. - View Dependent Claims (15, 16, 17, 18, 19, 20)
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Specification