SalientDescriptor-matlab

If you need to automate your image matching tasks for the purposes of object detection or photo-identification in an easy way, the SalientDescriptor-matlab is right for you

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28 commits | Last update: November 16, 2017

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What SalientDescriptor-matlab can do for you

  • Provides implementation of a competitive Shape and Moment Invariant (SMI) descriptor for computer vision, biodiversity and other researchers who need to match images for identifying objects or scenes
  • Simple and scalable description and matching of salient regions in multiple structured images of the same scene or object of interest
  • Open-source code for researchers who are used to MATLAB
  • Successfully applied to automated determination weather images are from the same scene for the Oxford (VGG) and OxFrei benchmarks
  • SMI gives better results than the popular SURF descriptor on MSER regions with less computations

Ranguelova, E., Local Shape and Moment Invariant Descriptor for Structured Images, Proceedings of the 19th Irish Machine Vision and Image Processing (IMVIP) conference, Maynooth, Ireland, 2017, pp. 245-248

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Tags
  • Image processing
Programming Language
  • MATLAB
License
  • Apache-2.0

Participating organizations

Mentions

1 Conference paper

  • Local Shape and Moment Invariant Descriptor for Structured Images

Contributors

  • Elena Ranguelova
    Netherlands eScience Center
Contact person
Elena Ranguelova
Netherlands eScience Center