Advanced Image and Video Retrieval Techniques
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Scope of this subject
This cluster of papers focuses on the development and evaluation of techniques for extracting, matching, and utilizing local image features for tasks such as object recognition, image retrieval, and scene classification. It covers a wide range of methods including local descriptors, deep learning approaches, binary codes, and cross-modal retrieval techniques.
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Research vocabulary
feature matching; image matching; SIFT; feature point matching; approximate nearest neighbor search; keypoint detection; SURF; bag of visual words; 3D object recognition; cross-modal retrieval; scene classification; local descriptors; feature descriptors; locality-sensitive hashing; deep hashing; scale-invariant feature transform; local features; visual words; SIFT descriptors; hash code learning; SIFT features; cross-modal hashing; homography estimation; ORB; Harris corner detection
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Numeric address and provenance
Morton address: 36174245017043167 · morton4x16-v1
Coordinates: (3, 17, 1707, 10627). The address interleaves categorical identifier bits. Nearby addresses are not guaranteed to describe semantically similar subjects.
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