Cervical liquid-based cell detection method based on feature fusion and storage medium

• Main Authors: ZHANG SHIQIAO, HU HEPING, WANG XIAOMEI
• Format: Patent
• Language: Chinese; English
• Published: 31.10.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS

The invention relates to the technical field of image detection, in particular to a cervical liquid-based cell detection method based on feature fusion and a storage medium, and the method comprises the following steps: S1, extracting coarse contour features from an input image, and segmenting to obtain a coarse contour image; s2, performing morphological feature extraction on the coarse contour image, constructing a description vector, and extracting coarse contour features to obtain image extraction features; s3, fusing the image extraction features and the description vector to obtain a fusion vector; s4, predicting based on the fusion vector to obtain the cell position and the cell label of each to-be-detected cell. The method has the beneficial effects that the morphological features associated with the morphological features of the cells are added in the detection process, the morphological features are fused with the traditional image features to construct the fusion vector, and then detection is perfo