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[EXPERIMENTAL] Pollen detector

Current status: DEPRECATED

Small experimental GUI software developed to test a basic threshold technique to extract single pollen pictures from a single microscopic image. It heavily relies on BoofCV libraries to work and more information about thresholding in BoofCV can be found here.

This software exposes 6 parameters in a user-friendly UI with automatic updates to the preview window, marking each detection with a precise contour (in red) and a bounding box (in green), each can be used further to improve detection.

Used in this project

  • Java 1.7
  • BoofCV library
  • Maven

Usage

Execute with polen_detector.jar <image_path> where <image_path> is the full path of the image to be analyzed by the software.

Future

I have no plans on updating this project (there are multiple things that could be improved) since it started just as a proof of concept on thresholding as a segmentation technique in pollen images that showed to be very imprecise.

Sample image of the software running and results shown

About

Segmentation and extraction of pollen pictures using basic threshold techniques on raw microscopic images.

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