一种轻量化乳腺微波图像重建方法、设备、介质及产品
By constructing a lightweight, multi-scale convergent convolutional and encoder-decoder architecture microwave image reconstruction network, the problems of low imaging accuracy and high computational complexity in microwave breast imaging technology are solved, achieving efficient breast image reconstruction suitable for portable clinical devices.
CN122115248BActive Publication Date: 2026-07-17XIAN UNIV OF TECH
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- XIAN UNIV OF TECH
- Filing Date
- 2026-04-21
- Publication Date
- 2026-07-17
Smart Images
Figure CN122115248B_ABST
Abstract
本申请公开了一种轻量化乳腺微波图像重建方法、设备、介质及产品，涉及微波成像领域，该方法包括：采集乳腺微波散射场数据，得到原始微波乳腺图像；基于不同组数的卷积模块构建轻量化的多尺度收敛卷积；基于轻量化的多尺度收敛卷积，结合编码‑解码器架构构建微波图像重建网络；采用微波图像重建网络，基于原始微波乳腺图像得到重建的微波乳腺图像。本申请能够减少模型参数量、降低计算复杂度、提高推理速度，进而满足临床便携化、轻量化的应用需求。
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