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Image feature extraction and matching using Scale-Invariant Feature Transform

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mana5aS/SIFT-Feature-Extraction-Matching

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SIFT-Feature-Extraction-Matching

Extraction of SIFT features from distorted images (noisy, rotated, changed perspective) and feature matching between original and distorted images.

Experimental Results

Feature Extraction

Extracted SIFT features from Original Image (L), Noisy Image - Salt and Pepper Noise (M), Rotated Image (R).

Feature Matching

  • Matched Features between Original Image and Noisy Image

  • Matched Features between Original Image and Rotated Image

  • Matched Features between two different Perspectives of the same object

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Image feature extraction and matching using Scale-Invariant Feature Transform

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