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Table of Contents

  • matcher — Graph Based Data Representaton
    • CPU Based Feature Extraction and Matching
    • CUDA Based Feature Extraction and Matching
    • Subpixel Refinement
    • High-Level Matchiing Examples
    • Spatial Suppression Function Examples

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matcher.cpu_decompose — CPU Based Recursive Image Decomposition

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matcher — Graph Based Data Representaton¶

CPU Based Feature Extraction and Matching¶

  • matcher.cpu_decompose — CPU Based Recursive Image Decomposition
  • matcher.cpu_extractor — Extracting Features from Images
  • matcher.cpu_matcher — CPU Based n-Keypoint Matcher
  • matcher.cpu_outlier_detector — Finding outliers in both the keypoints and the matches
  • matcher.cpu_ring_matcher — CPU Based Ring Matching

CUDA Based Feature Extraction and Matching¶

  • matcher.cuda_extractor — GPU Based n-Feature Extractor
  • matcher.cuda_decompose — GPU Based Recursive Image Decomposition
  • matcher.cuda_matcher — GPU Based n-Keypoint Matcher
  • matcher.cuda_outlier_detector — Finding outliers in both the keypoints and the matches

Subpixel Refinement¶

  • matcher.subpixel — Performing subpixel registration between images
  • matcher.ciratefi — RST-BC Invariant template match algorithm
  • matcher.naive_template — Simple template matching

High-Level Matchiing Examples¶

  • matcher.cross_instrument_matcher — Multi-imstrument Matching Methods

Spatial Suppression Function Examples¶

  • matcher.suppression_funcs — Pre-Generated Generic Suppression Functions
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