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.

Documentation

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

10.12.2016
Updated list of publications with latest conference papers.

10.11.2016
Finished another map with area of 7km2 in French Pilat. You can check list of my orienteering maps. This is my 32nd map I have made.

13.10.2016
Added two gold medals from Czech Championships to the collection. Thanks belong also to my teammates from relay and team competitions.

06.10.2016
I have been reaccredited as IOF Event Adviser for period 2016-2018.

06.06.2016
Updated my CV with employment at BUT - UAMT, which started at the begin of year. I also quitted ICRC at the same date.

28.05.2016
Updated research outcomes with Registered Industrial Design with device for postural stability diagnosis and treatment.

01.04.2016
Updated list of publications with latest published journal article.

Contacts
Adam Chromý
Jundrov 570
637 00 Brno
Czech Republic

+420 776 627 692
chra@adamna.net