Sign in
Ctrl K

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

Cite this software

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

Keywords
Programming language
  • MATLAB 100%
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
Elena Ranguelova
Elena Ranguelova
Netherlands eScience Center

Related software

SalientDescriptor-matlab

SA

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

Updated 21 months ago
1 1

SalientDetector-python

SA

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

Updated 21 months ago
3 2