System and method for similarity search of images

A similarity and image classifier technology, applied in the field of similar search systems, can solve problems such as inability to apply practical applications, and achieve the effect of reducing similarity calculation

Inactive Publication Date: 2011-05-11
THOMSON LICENSING SA
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  • Abstract
  • Description
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Problems solved by technology

However, this method is very slow compared to conventional retrieval methods using low-level features (e.g., via color histograms) and cannot be applied to practical applications

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  • System and method for similarity search of images
  • System and method for similarity search of images

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Embodiment Construction

[0021] It should be appreciated that the elements shown in the figures may be implemented in various forms of hardware, software or a combination thereof. These elements are preferably implemented in a combination of hardware and software on one or more suitably programmed general-purpose devices, which may include a processor, memory and input / output interfaces.

[0022] This specification illustrates by way of example the principles of the disclosure. It will thus be appreciated that those skilled in the art will be able to devise various arrangements that, although not explicitly described or shown herein, embody the principles of the disclosure and are included within its spirit and scope.

[0023] All examples and conditional language recited herein are intended for teaching purposes to assist the reader in understanding the principles of the disclosure and concepts contributed by the inventors to advance the technology, and should be construed as not limiting to these S...

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Abstract

A system and method for an efficient semantic similarity search of images with a classification structure are provided. The system and method provide for building a semantic classification-search tree for the plurality of images (202), the classification tree including at least two categories of images, each category of images representing a subset of the plurality of images, receiving a query image (204), classifying the query image to select one of the at least two categories of images (208), and restricting the search for the image of interest using the query image to the selected one of the at least two categories of images (210).

Description

technical field [0001] The present disclosure relates generally to computer graphics processing and display systems, and more particularly to systems and methods for similarity search of images. Background technique [0002] The detection and retrieval of images similar to a query image is very useful in a variety of practical applications. The techniques described in this disclosure address the problem of querying an image database for images that are preferably semantically similar to the query image (ie, images that contain the same objects and background, but possibly with some variation). This problem arises in a variety of applications, such as location-aware services for mobile devices, where a user takes a picture of a landmark and the mobile device can then tell the user the location and description of the landmark. In another application, a user can take a picture of one or more products in a store, and the mobile device can then return a web page of the same prod...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/58G06F16/583
Inventor 张东清拉詹·乔希安娜·B·班尼兹罗英郭菊
Owner THOMSON LICENSING SA
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