Image processing method and device, equipment and medium

• Main Authors: LUO WEIBIN, ZHU SIQI, LI WANYING, XIE ZIYUAN, ZENG JUNYING, LIU ZHI, QIN CHUANBO, ZHENG BIN, WENG QIPING
• Format: Patent
• Language: Chinese; English
• Published: 22.11.2022
• Subjects: CALCULATING; COMPUTING; COUNTING; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS

The embodiment of the invention provides an image processing method and device, equipment and a medium, and the method comprises the steps: learning local information according to a bone marrow region image to obtain a first feature, carrying out the three-dimensional voxel-based multi-head self-attention calculation processing according to the bone marrow region image to obtain a second feature, and fusing the first feature and the second feature; multiple pieces of bone marrow information of different scales are extracted according to the fusion features, and global features are obtained from the multiple pieces of bone marrow information; decoding is carried out according to the fusion features and the global features, and decoding features are obtained; calculating a loss function value of the image processing model according to the decoding features, and adjusting parameters of the image processing model according to the loss function value; the method can effectively solve the problems that the stronges