Method for intelligent visual operation on product pictures according to client preferences

An operation method and image technology, applied in neural learning methods, image data processing, graphics and image conversion, etc., can solve problems such as inconvenient editing of images

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An operation method and image technology, applied in neural learning methods, image data processing, graphics and image conversion, etc., can solve problems such as inconvenient editing of images

CN106530220AInactive Publication Date: 2017-03-22SHENZHEN WEITESHI TECH

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[0040] It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other. The present invention will be further described in detail below in conjunction with the drawings and specific embodiments.

[0041] figure 1 It is a system flowchart of an intelligent visualization operation method for product pictures according to customer preferences in the present invention. Mainly including obtaining product images, projecting images onto manifolds, manipulating latent vectors, editing transfers, obtaining processed images.

[0042] Among them, obtaining product images mainly includes all kinds of online product images with designability, such as clothing, shoes, accessories and other product images; the product images obtained on the Internet are intelligently visualized; the user interface is displayed by a main window. For photos, the system provides three constraints to edit photos:...

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Abstract

The invention brings forward a method for intelligent visual operation on product pictures according to client preferences. The main content of the method comprises the following steps: obtaining the product images, projecting the images to a manifold, controlling a latent vector, performing editing transfer and obtaining processed pictures. The process is as follows: the product pictures are obtained first of all, the images are projected to the manifold, the latent vector is then controlled, a system provides three constraints, i.e., coloring, sketching and deformation for editing the pictures, next, the editing transfer is performed, including a motion color flow algorithm and transfer editing to original images, and finally, the processed pictures are obtained. The method is simple and convenient, is easy to operate and enables clients without design capabilities to perform picture operation; trade companies can have a better understanding of the preferences of the clients so as to adjust design of their own brands; and the clients can also perform search directly through modified product pictures, time and labor are saved, and the efficiency is high.

Description

technical field [0001] The invention relates to the field of intelligent visualization operation, in particular to an intelligent visualization operation method for product pictures according to customer preference. Background technique [0002] Online shopping is becoming more and more popular, and when users see images of products they like, they may be dissatisfied with a certain aspect of the product and want to modify it. But for most users, image modification is a difficult thing. Even with editing, it can be overstretched, discolored, and unrealistic. Therefore, it is difficult for users to express their needs by editing pictures. [0003] The present invention proposes an intelligent visualization operation method for product pictures according to customer preferences. First, the product image is obtained, and the image is projected onto the manifold, and then the latent vector is manipulated. The system provides three constraints of coloring, sketching and deforma...

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Application Information

Patent Timeline

22 Mar 2017

Publication

CN106530220A

IPC: G06T3/00; G06N3/08

CPC: G06N3/08; G06T3/18

Inventors: 夏春秋