SalientDetector-python

If you want to automate your object detection or photo-identification image tasks in an easy way with free open-source software, the SalientDetector-Python is the tool for you

3
mentions
2
contributors

Cite this software

What SalientDetector-python can do for you

  • Provides implementation of a competitive Data-driven Morphological Salient Region (DMSR) image detector for computer vision, biodiversity and other researchers who need to analyzable large amount of images for discovering or identifying objects or scenes
  • Highly repetitive detection and visualization of salient regions in multiple structured images of the same scene or object of interest
  • Open-source and free code
  • Successfully applied to various tasks: automated determination weather images are from the same scene, marine mammals photo-identification, wood species classification from microscopy images, etc.
  • DMSR shows invariance to affine geometric image transformations as well as to photo-metric transformations such as blur and lighting
  • DMSR gives better results than the popular MSER region detector

E. Ranguelova, "A Salient Region Detector for structured images,"
2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA),
Agadir, 2016, pp. 1-8.
doi: 10.1109/AICCSA.2016.7945643

Keywords
Programming languages
  • Jupyter Notebook 99%
  • Python 1%
License
  • Apache-2.0
</>Source code

Participating organisations

Netherlands eScience Center

Mentions

  • 1.
    A Salient Regions Detector for Structured Scenes
    Published in 2016

Contributors

Contact person

Elena Ranguelova

Elena Ranguelova

Netherlands eScience Center
Mail Elena
Dafne van Kuppevelt
Dafne van Kuppevelt
Netherlands eScience Center
Elena Ranguelova
Elena Ranguelova
Netherlands eScience Center

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