This project was realised in cooperation with Departement of Biomedical Engineering, Brno University of Technology. Aim of this project is to develope system consisting from optical microscope and appropriate software in order to automatically detect and classify different types of leucocytes. Result of this work is automated generation of blood picture in much more cheaper way then today's blood-picture machines.

You can see my another computer vision projects:
Overlapping object segmentation and classification
Self-Locating by Pattern Tracking

Basic principles

My work is particular part of the whole project, which provides detection of leucocyte's outline and then realizes its classification to classes based on their characteristical features.

First part (outline detection) is programmed in very untraditional way. We uses Canny's filter disadvantage - its noise sensitivity - as advantage in order to distinguish smooth areas (erytrocytes and background) from rough noisy areas (leucocytes).

In second part, we computes particular features of each leucocyte and then classify them into the classes by decision-tree.


Here you can find some documents about solving out this task. Only presentation slides are available.

Project presentation (English)
size: 871.79kB, last modified: 19.08.2014

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Latest news

Mapped orienteering map for traditional event Adamna Cup, organized anually in Brno.

Finished another bigger mapping project in France. Over 20 km2 of new map was created by me and 6 colleagues. You can check list of my orienteering maps.

Mapped small orienteering map in my home town Brno for traditional event Adamna Cup.

Finished another 2 maps with area of 27.9 km2 for French national team and French national Championships. You can check list of my orienteering maps. This is my 40. orienteering map I have made.

Adam Chromý
Jundrov 570
637 00 Brno
Czech Republic

+420 776 627 692