Method for recognizing different artistic expressions of object based on specific data set

Abstract

The invention provides a method for recognizing different artistic expressions of an object based on a specific data set. The method mainly comprises an ArtData data set, an annotation transfer way and artistic image retrieval, and comprises the steps of firstly, measuring the degree about which knowledge of the object in a medium can be applied to other medium, then comparing the emotion and different features and using styles of medium classes to consider the style and aesthetics so as to improve the aesthetic prediction task on other artistic data set, and finally, constructing a search engine specific to the task in combination with an experiment of learning feature space, wherein the search engine can be used for searching an image according to the content, emotion or medium similarity. The method breaks through the limitation of image retrieval only on daily photography, and improves the generality of image retrieval; and besides daily photography scenes, different artistic expressions can also be recognized and extracted, so that the cognition degrees of computers on arts field and aesthetics are improved, and the view field of machine vision is expanded to other fields.

Description

technical field [0001] The invention relates to the field of image retrieval, in particular to a method for identifying different artistic expressions of objects based on a specific data set. Background technique [0002] Image retrieval is often used in daily search, public security system, medicine, textile industry and other fields. Specifically, such as Google's image search function, importing images to obtain image-related content or other related images, so that people can obtain images of the same kind, including the same object various artistic expressions. Applied to the public security system, other relevant information of the suspect can be retrieved according to the portrait to speed up the process of solving the case, and applied to the digital library to quickly retrieve the collection information. In addition, in the medical field, image retrieval can help match the graphical description of organs or cells in books with the actual shape of the object, improv...

AI Technical Summary

Problems solved by technology

[0004] Aiming at the problem that existing methods cannot recognize artistic expression, this invention creates a data set as a test platform to study artistic expression on different art media, which improves the versatility of image retrieval. In addition to daily camera scenes, different artistic expressions are also It can be identified and extracted, thereby improving the computer's awareness of the field of art and aesthetics, and expanding the vision of machine vision to the rich field of art

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