Lung medical image fusion method and system capable of reducing noise and electronic equipment

• Main Author: CAI HUIMING
• Format: Patent
• Language: Chinese; English
• Published: 08.12.2023
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS

The invention relates to the technical field of medical image data processing, in particular to a lung medical image fusion method and system capable of reducing noise and electronic equipment, and the method comprises the steps: decomposing a multi-modal image through employing a filtering strategy, and obtaining a lung tissue image and a lung texture image; a deep convolutional neural network is used to extract a perception image, and normalization operation is adopted to remove feature difference and noise of the perception image; fusing the tissue image, the texture image and the perception image by using an HML method to obtain a tissue fusion image, a texture fusion image and a perception fusion image; and respectively adding and fusing the obtained tissue fusion image and the texture fusion image with the perception fusion image to respectively obtain transition images, and then carrying out addition and color conversion processing on the obtained transition images to obtain a final fused highlight ima