Image adaptive fusion method, device and terminal equipment
An adaptive fusion method that generates semantic and temperature-guided weights in intelligent inspection of industrial equipment solves the problems of unstable performance of key parts and high computational cost in existing technologies. It achieves efficient adaptive reconstruction of fused images, highlights temperature anomaly areas and preserves structural details.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- CHINA TOBACCO GUANGXI IND
- Filing Date
- 2026-04-22
- Publication Date
- 2026-07-17
AI Technical Summary
Existing infrared and visible light image fusion methods have technical problems in intelligent inspection scenarios of industrial equipment, such as unstable performance of key parts, easy weakening of thermal anomalies, and high computational cost.
By inputting visible light and infrared images into the encoder for feature extraction, semantic guidance weights and temperature guidance weights are generated. Based on these weights, a joint guidance feature map is generated and adaptively fused. Finally, the fused image is reconstructed in the decoder.
This approach achieves the goal of highlighting temperature anomaly regions while preserving visible light structural details, resulting in richer detail representation of key components and reduced computational overhead.
Smart Images
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