Image Matching: A Comprehensive Overview of Conventional and Learning-Based Methods
This entry provides a comprehensive overview of methods used in image matching. It starts by introducing area-based matching, outlining well-established techniques for determining correspondences. Then, it presents the concept of feature-based image matching, covering feature point detection and des...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-01-01
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| Series: | Encyclopedia |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2673-8392/5/1/4 |
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| Summary: | This entry provides a comprehensive overview of methods used in image matching. It starts by introducing area-based matching, outlining well-established techniques for determining correspondences. Then, it presents the concept of feature-based image matching, covering feature point detection and description issues, including both handcrafted and learning-based operators. Brief presentations of frequently used detectors and descriptors are included, followed by a presentation of descriptor matching and outlier rejection techniques. Finally, the entry provides a brief overview of relational matching. |
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| ISSN: | 2673-8392 |