Лаборатория ИТСОМЗ
TRANSCRIPT
Lab. of “Information technologies in learning and computer vision systems” 1
Научно-исследовательская и учебная лаборатория
Информационные технологии в
системах обучения и машинного
зрения (ИТСОМЗ)
Lab. of “Information technologies in learning and computer vision systems” 2
Зав. лабораторией Белоус Наталия
ИТСОМЗ создана 4 марта 2005г. Приказом
ректора как структурное подразделение НИЧ ХНУРЭ
Исследователи:
Шубин И.
Белоус И.
Иванисенко И.
Аспиранты:Красов А.
Куцевич И.
Горбач Т.
Карманенко О.
Lab. of “Information technologies in learning and computer vision systems” 3
Основные научные направления:
-системы компьютерного зрения
-медицинские и диагностические автоматизированные системы
-биометрические информационные системы
-анализ сцен и построение 3D моделей
-методологии разработки, технологии интеграции и
интеллектуального анализа данных
-знание-ориентированные технологии классификации, диагностики
и прогнозирования ситуаций
-интеллектуальные системы безопасности
- интегрированные системы компьютерного тестирования знаний и
обучения
Lab. of “Information technologies in learning and computer vision systems” 4
Научные семинары
В рамках лаборатории проводится 2
научных семинара:
«Методы, модели, алгоритмы в
системах распознавания»
«Компьютерно-ориентированные
обучающие системы и средства
мультимедиа»
Lab. of “Information technologies in learning and computer vision systems” 5
Intelligent transportation
system
Industrialsecurity
Educationsystems
Building management
systemProposition
Computer vision
systems
Our laboratory
Contacts
Analysis of scenes and 3D models
construction
Medical and diagnostic
automated systems
Biometrics information
systems
The knowledge-based technologies for
classification, diagnostics and prediction of situations
Industrial security
Methodologies of development, integration technologies and intellectual data analysis in
corporate information systems
Scientific
directions
Computer vision systems
Intelligent security and management systems
Intelligent transportation system
Psychological testing
Modern technologies for
learning and testing
Qualityanalysis of test items
Education systems
Building management system
Lab. of “Information technologies in learning and computer vision systems” 6
I. Development of medical image processing
and analysis systems for different kinds of
visual diagnostics data
II. Development of cardiovascular
diagnostics systems based on ECG analysis
III. Development of eye diagnostic system
IV. Development of complementary
medicine support systems
Biomedical systems
Intelligent transportation
system
Industrialsecurity
Educationsystems
Building management
systemProposition
Computer vision
systems
Our laboratory
Contacts
Lab. of “Information technologies in learning and computer vision systems” 7
- Structure Analysis:
level segmentation, irregularly lightened image
segmentation, contour tracing, skeletonization,
contour processing.
- Image Processing: loading and saving data,
color and brightness correction, filtration, edge
detection, binarization and histogram processing.
- 3D Modeling: modeling organ surfaces by
stereo images and tomography section data,
voxel and polygon visualization, 3D contour
visualization.
I. Medical Image Processing and Analysis System
Intelligent transportation
system
Industrialsecurity
Educationsystems
Building management
systemProposition
Computer vision
systems
Our laboratory
Contacts
Lab. of “Information technologies in learning and computer vision systems” 8
Applications:
- Clinical researches
- Inspection of home
doctors
- Personal application
by patients to control
cardiovascular system
state
- Control of the heart
state after physical and
emotional stresses.
II. Cardiovascular Diagnostics Systems
Developed innovative techniques of ECG
recognition can be realized in parallel for
the fully hardware implementation in a
difference to existing systems.
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Lab. of “Information technologies in learning and computer vision systems” 9
Conclusion:
Using tangent angle scale-space ECG representation is proposed
which increases the measurement accuracy for T and P wave
boundaries of the ECG
– increasing reliability of big amount of special heart diseasediagnostics
Elastic match function and dynamic programming algorithm to
minimize it was developed to provide more clean averaging of ECG
intervals. Rapid comparison and summation of ECG Cardio Cycles
provides more representative averaged signal
– eliminate low frequency distortions of the signal.
II. Cardiovascular Diagnostics Systems
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Lab. of “Information technologies in learning and computer vision systems” 10
Permanent and irreparable loss of the visibility zone with
glaucoma
III. EYE DISEASE DIAGNOSTICS
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Lab. of “Information technologies in learning and computer vision systems”
Main Purpose:
Support express computerdiagnostics of human health statebased on the Eastern methods ofdiagnostics and therapy (modifiedNakatani method by 24measurements)
Provide visual representation ofacquired diagnostic results in theview of human bioenergetics field(eastern - aura)
IV. Biotechnical System for Human
Bioenergetic Field Visualization
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Lab. of “Information technologies in learning and computer vision systems” 12
Hybrid methods and intelligent technologies of` data analysis, modeling and prediction processes in
enterprise information systems of new generation
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
APPLICATION AREAS
Geometric object detection and identification
systems
Medical image processing systems –
processing and analysis of X-Ray and computer
tomography images.
Analysis of microscopic images: cells and
molecules segmentation, counting and
measuring.
OCR systems for recognition of printed and
hand printed text and mathematic formulas.
Lab. of “Information technologies in learning and computer vision systems” 13
BIOMETRIC PERSON IDENTIFICATION BY
HAND GEOMETRY
Biometrics refers to the automatic identification
of a person based on his/her physiological or
behavioral characteristics. This method of
identification is preferred over traditional methods
involving passwords and PIN numbers for various
reasons: the person to be identified is required to be
physically present at the point-of-identification;
identification based on biometric techniques
obviates the need to remember a password or carry
a token. With the increased use of computers as
vehicles of information technology, it is necessary
to restrict access to sensitive/personal data.
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Lab. of “Information technologies in learning and computer vision systems” 14
DERMATOGLYPHIC INFORMATION ANALYSIS
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Lab. of “Information technologies in learning and computer vision systems” 15
Lucher Color Test
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Cattell’s 16 Factor Test
Example of the results
Psychological testing
• Определение эмоционального
состояния тестируемых
• Определение возможности
работы тестируемых в команде
Lab. of “Information technologies in learning and computer vision systems” 16
Control of
vehicle fleet
Providing
comfort of
movement
Control of
violations
Transport
telematics
Providing
safety of
movement on
railway
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Lab. of “Information technologies in learning and computer vision systems” 17
Providing comfort of movement
Path finding
Notification about
congestions
Path finding with
taking into account
congestions
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Lab. of “Information technologies in learning and computer vision systems” 18
Providing safety of movement on railway
Control crossings
Discovery of incisions
railway points and move
throw forbidding signal
of traffic light
System for recreation
and analysis of incidents
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Lab. of “Information technologies in learning and computer vision systems” 19
Industrial security system abilities:
The threats recognition and classification
The automatic calculation of danger level in the selected region
The automatic calculation of world coordinates of dangerous
objects
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Lab. of “Information technologies in learning and computer vision systems” 20
Mobile Education, Diagnostics and Monitoring: Implementation Approaches
Internal data processing, event diagnostics and forecast:Requirements: powerful processor, large operative and storage memory,no network connection required
Internal data processing and external event diagnostics andforecast
Requirements: medium power processor, medium operative memory,small storage memory, low-bandwidth network
External data processing, event diagnostics and forecastRequirements: simple power processor, small operative small storagememory, high-bandwidth network
Intelligent
transportation
system
Industrial
security
Education
systemsProposition
Computer
vision
systems
Our
laboratoryContacts
Building
management
system
Lab. of “Information technologies in learning and computer vision systems” 21
Lifelong Learning
Programme(LLP)http://ec.europa.eu/education
/ lifelong-learning-
programme
Collaboration between the German research
foundation (DFG) and the State fund for
fundamental researches (SFFR) (Ukraine)
http://www.dfg.de/index.jsp
Erasmus Mundus
programme
http://eacea.ec.europa.e
u/ erasmus_mundus/
Seventh Framework
Programme (FP7)http://cordis.europa.eu
/fp7/home_en.html
Deutscher Akademischer
Austauschdienst
(DAAD)
http://www.daad.de
ProjectsJoint
publications
Double Degree
Master Program
(DDMP)
Tempus IVhttp://eacea.ec.europa
.eu/tempus/
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
Lab. of “Information technologies in learning and computer vision systems” 22
Intelligent
transportation
system
Industrial
security
Education
systems
Building
management
system
Proposition
Computer
vision
systems
Our
laboratoryContacts
[email protected] Skype: bilous_n_v