Title:
IMAGE RECOGNITION BASED CELL RECOGNITION AND COUNTING METHOD AND APPARATUS, AND COMPUTER DEVICE
Document Type and Number:
WIPO Patent Application WO/2021/139258
Kind Code:
A1
Abstract:
An image recognition based cell recognition and counting method and apparatus, and a computer device and a storage medium, relating to the technical field of artificial intelligence. The method comprises: acquiring a global digital cell image (202); selecting a regional image from the global digital cell image, wherein the regional image is a local image to be recognized and counted (204); carrying out nonlinear color transformation processing on the regional image to obtain a target image (206); and inputting the target image into a cell recognition and counting neural network which is trained on the basis of a historical global digital cell image containing unconventional cells, recognizing unconventional cells in the target image, and counting the recognized unconventional cells to obtain a cell recognition and counting result (208). The color of an image is made to be closer to a real image by means of nonlinear color transformation processing, and by using a trained cell recognition and counting network, unconventional cells in a target image can be quickly and accurately recognized and counted, thereby improving the efficiency of cell recognition and counting.
Inventors:
GUO BINGXUE (CN)
LV CHUANFENG (CN)
LV CHUANFENG (CN)
Application Number:
PCT/CN2020/118534
Publication Date:
July 15, 2021
Filing Date:
September 28, 2020
Export Citation:
Assignee:
PING AN TECH SHENZHEN CO LTD (CN)
International Classes:
G06T7/00; G06T5/00; G06T7/11; G06T7/136
Foreign References:
CN111524137A | 2020-08-11 | |||
CN110705583A | 2020-01-17 | |||
CN110135271A | 2019-08-16 | |||
CN110120040A | 2019-08-13 | |||
CN110765855A | 2020-02-07 | |||
CN110415212A | 2019-11-05 |
Attorney, Agent or Firm:
SHENZHEN MINGRIJINDIAN INTELLECTUAL PROPERTY AGENCY FIRM (GENERAL) (CN)
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