Image processing method, training method, device, electronic equipment, medium and product

By generating cue embedding vectors from single-scale and multi-scale image features, the problem of insufficient transferability of deep learning models across different data domains is solved, achieving efficient image processing and accuracy in different data domains.

CN122416082APending Publication Date: 2026-07-17CONTEMPORARY AMPEREX TECHNOLOGY CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
CONTEMPORARY AMPEREX TECHNOLOGY CO LTD
Filing Date
2025-01-16
Publication Date
2026-07-17

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Abstract

本申请提供一种图像处理方法、训练方法、装置、电子设备、介质及产品，属于图像处理领域。图像处理方法包括：获取来自目标域的待处理图像；基于待处理图像确定第一图像特征和第二图像特征，其中，第一图像特征为具有设定尺寸的单尺度图像特征，第二图像特征为包含多种尺寸的多尺度图像特征；基于第一图像特征和第二图像特征确定提示嵌入向量；以及至少基于第一图像特征和提示嵌入向量得到与目标域任务对应的图像处理结果。本申请的图像处理方法可以改善基于深度学习的图像处理模型在不同数据域之间的可迁移性不足问题。
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