Title:
IMAGE MASK FILTER METHOD, DEVICE, SYSTEM, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2021/042549
Kind Code:
A1
Abstract:
The present application relates to the technical field of image processing, and provides an image mask filter method, a device, a system, and a computer-readable storage medium. The method comprises: acquiring labeled data in a sample; performing data augmentation on the labeled data to acquire first augmented data; using an original image, the labeled data, and the first augmented data to train a model so as to acquire a first mask generation model; using the first mask generation model to perform prediction processing on a second sample image and a third sample image so as to separately acquire a second sample image mask and a third sample image mask; using a consistency index formula for masks to calculate a consistency index between the second sample image mask and the third sample image mask; and if the consistency index falls within the range of a pre-configured index threshold, outputting the third sample image mask. The present application ensures the reliability and the consistency of image label generation, and provides a new method for mask labeling.
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Inventors:
CHEN KAIXING (CN)
ZHOU XIN (CN)
ZHUO BAIQUAN (CN)
LV CHUANFENG (CN)
ZHOU XIN (CN)
ZHUO BAIQUAN (CN)
LV CHUANFENG (CN)
Application Number:
PCT/CN2019/117811
Publication Date:
March 11, 2021
Filing Date:
November 13, 2019
Export Citation:
Assignee:
PING AN TECH SHENZHEN CO LTD (CN)
International Classes:
G06F16/58
Foreign References:
| CN110008997A | 2019-07-12 | |||
| CN101959000A | 2011-01-26 | |||
| CN109461167A | 2019-03-12 |
Attorney, Agent or Firm:
GRANDER IP LAW FIRM (CN)
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