Unlock instant, AI-driven research and patent intelligence for your innovation.

Object attribute editing method and device, electronic equipment and readable storage medium

A technology of object attributes and attributes, which is applied in the field of computer vision, can solve the problems of object attribute editing feature entanglement, etc., and achieve the effect of reducing feature entanglement, small granularity, and improving decoupling

Pending Publication Date: 2022-03-11
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present disclosure provides an object attribute editing method, device, electronic equipment, and readable storage medium to at least solve the problem of feature entanglement in object attribute editing in related technologies

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Object attribute editing method and device, electronic equipment and readable storage medium
  • Object attribute editing method and device, electronic equipment and readable storage medium
  • Object attribute editing method and device, electronic equipment and readable storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0039] In order to enable ordinary persons in the art to better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings.

[0040] It should be noted that the terms "first" and "second" in the specification and claims of the present disclosure and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the disclosure described herein can be practiced in sequences other than those illustrated or described herein. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consi...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention relates to an object attribute editing method and device, electronic equipment and a readable storage medium, and relates to the technical field of computer vision. According to the embodiment of the invention, the problem that feature entanglement exists in object attribute editing in related technologies is at least solved. The method comprises the following steps: in response to a target object attribute editing instruction for a to-be-processed picture, extracting a first attribute channel corresponding to a target object attribute in a preset style feature space; according to the first attribute channel, a basic picture and a style generative model, the initial channel offset is optimized, a target channel offset is generated, and the basic picture is a picture not containing target object attributes; the offset of the target channel and the first attribute channel are subjected to superposition operation, a superposition operation result and a preset style feature space are recombined, a target picture of the to-be-processed picture is generated according to the recombined first recombination result, the to-be-processed picture and the style generation type model, and the target picture comprises target object attributes.

Description

technical field [0001] The present disclosure relates to the technical field of computer vision, and in particular to an object attribute editing method, device, electronic equipment and readable storage medium. Background technique [0002] Object attribute editing is to generate a new face image that meets the target face attributes by adjusting single or multiple elements (such as nose, mouth, eyes, eyebrows, beard, hair, height or fat or thin) in the face image , can be applied to fields such as entertainment, social interaction, facial animation, and face recognition, where the target face attribute can be: pose, age, expression, or gender. [0003] In related technologies, an object attribute editing model that combines a generative confrontation network and an autoencoder can be used; the autoencoder is used as a generator, and the input of the object attribute editing model is pictures and attributes; the Wasserstein generative model WGAN- GP optimizes the GAN loss ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G06T3/00
CPCG06T3/04
Inventor 孙鹏郭益林宋丛礼万鹏飞郑文
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD