SalientDetector-matlab

If you want to automate object detection or image photo-identification tasks in an easy way with open MATLAB software, the SalientDetector-MATLAB is right for you

3
mentions
1
contributor
324 commits | Last update: November 06, 2017

Cite this software

Choose a version:
DOI:
[[ releases.length > 0 ? releases[selectedIndex].doi : conceptDOI ]]
Copy to clipboard
Choose a citation style:
Download file

What SalientDetector-matlab can do for you

  • Provides MATLAB 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 code for researchers who are used to MATLAB
  • Successfully applied to various tasks: automated determination whether 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

Read more
Tags
  • Image processing
Programming Language
  • MATLAB
License
  • Apache-2.0
Source code

Participating organizations

Mentions

1 Presentation

  • A Salient Regions Detector for Structured Scenes

Contributors

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