SYSTEMS AND METHODS FOR PROCESSING MULTIMODAL IMAGES

DE602023004139T2Active Publication Date: 2025-06-18MITSUBISHI ELECTRIC CORP
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Patent Information

Application Number
DE602023004139
Authority / Receiving Office
DE · DE
Patent Type
Patents
Current Assignee / Owner
Filing Date
2023-08-04
Publication Date
2025-06-18
Estimated Expiration
2043-08-04

AI Technical Summary

Technical Problem

Conventional image registration methods struggle to align multi-modal images from different domains and modalities, as they require transformation into a common domain, which can introduce noise and artifacts.

Method used

The use of a neural network trained with HomographyNet to extract domain-invariant features, allowing direct feature matching between multi-modal images without the need for image transformation into a common domain.

Benefits of technology

This approach enables efficient and accurate alignment of multi-modal images by extracting features that are invariant across different modalities, improving the readability and usability of such images in various applications.

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