Analysis of images obtained by capillary dynamolysis method

Результат исследований: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборникенаучнаярецензирование

Аннотация

Now the methods of computational image analysis allow us to automate the techniques of routine analysis of digital images in various fields of research. The capillary dynamolysis method reflects the spectrum of organic matter in a biological sample. Last decades it is widely applied in ecology and food industry to study the properties of soil and products.
This paper presents an approach to the analysis and classification of soil samples obtained by capillary dynamolysis. Detectors of brightness differences help to define a special boundary curve on the image, and distances from the central point of the image to the points on the curve are the classifying signs for the image under study.
A set of 128 images is divided into 8 classes, which are used to assess the qualitative properties of soil samples. Computed features make it possible to distinguish samples of the soil of the worst quality and to compare images from different classes.
Язык оригиналаанглийский
Название основной публикацииProceedings of 14th International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...)
РедакторыDimiter Tz. Dimitrov
Место публикацииSofia
Издатель TECHNICAL UNIVERSITY OF SOFIA
Страницы36-40
СостояниеОпубликовано - 17 окт 2019
Событие14TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS, ELECTROMAGNETICS AND MEDICAL APPLICATIONS - София, Болгария
Продолжительность: 17 окт 201919 окт 2019

Серия публикаций

НазваниеProceedings of ... International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...)
ISSN (печатное издание)1314-2100

конференция

конференция14TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS, ELECTROMAGNETICS AND MEDICAL APPLICATIONS
Сокращенный заголовокCEMA’19
СтранаБолгария
ГородСофия
Период17/10/1919/10/19

Предметные области Scopus

  • Компьютерные науки (все)

Ключевые слова

  • computational image analysis
  • capillary dynamolysis method
  • classifying signs
  • boundary curve

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