Image data processing method and device, storage medium and electronic device

A technology of image data and processing method, applied in the field of communication, can solve the problems of wrong plane segmentation, lack of semantic information, poor plane edge segmentation effect, etc., to achieve good edge shape and reduce the effect of edge being wrongly segmented

Pending Publication Date: 2021-05-28
QINGDAO HAIER TECH +1
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  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] Embodiments of the present invention provide an image data processing method and device, a storage medium, and an electronic device to at least solve the problem of poor segmentation of plane edges due to the lack of semantic information in related technologies, resulting in incorrect segmentation of the segmented planes. And other issues

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  • Image data processing method and device, storage medium and electronic device
  • Image data processing method and device, storage medium and electronic device
  • Image data processing method and device, storage medium and electronic device

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Embodiment Construction

[0021] In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0022] It should be noted that the terms "first" and "second" in the description and claims of the present invention 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 ...

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Abstract

The invention discloses an image data processing method and device, a storage medium and an electronic device, and the method comprises the steps: carrying out the pooling of image data through N pooling layers of an encoder, so as to obtain N image feature maps, wherein N is an integer greater than 1; determining N edge feature maps respectively corresponding to the N image feature maps, wherein the edge feature maps are used for indicating features of edge points of the picture data; and fusing the N image feature maps and the N edge feature maps to obtain fused image data, namely obtaining the N edge feature maps corresponding to the N image feature maps respectively, and fusing the N edge feature maps and the N image feature maps to obtain the fused image data. By adopting the technical scheme, the problems of poor plane edge segmentation effect, wrong segmentation of the segmented plane and the like caused by lack of semantic information in an image data processing process in related technologies are solved.

Description

technical field [0001] The present invention relates to the communication field, and in particular, relates to an image data processing method and device, a storage medium and an electronic device. Background technique [0002] In related technologies, image segmentation based on the traditional differential operator edge detection method has a good segmentation effect for simple backgrounds (such as solid color backgrounds), but for images containing complex The edge of the object segmented in the background image is very jagged, and there are often edge mis-segmentation phenomena. For example, the person in the image is riding a bicycle. Since the person and the bicycle are close together in the image, the edge detection method of the differential operator will fail. Misdividing these two things into the same object. [0003] In the related technology, in the process of image data processing, due to the lack of semantic information, the edge segmentation effect of the sub...

Claims

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Application Information

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IPC IPC(8): G06T7/12G06T7/13G06T5/20G06T5/50
CPCG06T7/12G06T7/13G06T5/20G06T5/50G06T2207/20081G06T2207/20221Y02D10/00
Inventor 潘威滔
Owner QINGDAO HAIER TECH
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