application of video technologies and pattern recognition in medicine
DESCRIPTION
Application of Video Technologies and Pattern Recognition in Medicine. Presented by I . V . Zhukov. Russian Federal Nuclear Center - All-Russia Scientific-Research Institute of Experimental Physics. Institute of Nuclear and Radiation Physics. Nuclear energy safety & security. - PowerPoint PPT PresentationTRANSCRIPT
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 1
Networked Audio Visual Systems and Home Platforms
Applicationof Video Technologies
and Pattern Recognitionin Medicine
Presented by I.V. Zhukov
Institute of Nuclear and Radiation Physics
Russian Federal Nuclear Center - All-Russia Scientific-Research Institute of Experimental Physics
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 2
Networked Audio Visual Systems and Home Platforms
Fundamental
research
High energy density physics
Theoretical studies & numerical simulations
Information technologies
Gas dynamics & explosion physics
High power laser physics
Nuclear energy safety & security
Advanced technologies & Materials
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 3
Networked Audio Visual Systems and Home Platforms
• nuclear and laser physics experimental images processing
• image processing algorithms and software development
• specialized hardware development and perfection
• video surveillance for nuclear materials safety and security
• utilitarian video processing algorithms (object tracking, event detection, scene analysis, spatial measurements, features extraction)
Intelligent Video Systems and Image Processing Laboratory
(VIP Lab, since 1973)
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 4
Networked Audio Visual Systems and Home Platforms
Technological basis:
pre-project researchIST FP6 Call 5 proposal
• CBIR (Content-Based Image Retrieval)
software tools and demo applications developed within ISTC Project #2191. IST FP6 Call 5 proposal
• SVS (Smart Vision Sensor)
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 5
Networked Audio Visual Systems and Home Platforms
Applicable to retrieval from Databases of specific medical images
CBIR – what is it?
Search for images similar to given sample image, based on generic image content features
(not on textual descriptors!)
The same for objects on images or groups (ensembles) of objects.
Features characterize SHAPE + COLOR + TEXTURE.
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 6
Networked Audio Visual Systems and Home Platforms
CBIR Retrieval example
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 7
Networked Audio Visual Systems and Home Platforms
SVS – what is it?Portable camera with embedded powerful image processing capabilities
Re-configurable to run any applied image processing task
Applicable to remote medical intelligent imaging
U S BInterfa ce
CM
OS
se
ns
or
Im a g eP ro c e s s in g
U n it
(CP U & Software) A la r m
D CS m art Visu al Se nso r
F lashcard
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 8
Networked Audio Visual Systems and Home Platforms
X-ray
Eye-ground
Angiography
Micro-scale
Bloodcells Fluorography
TomographySonography
Cardiography,EEG, etc.
Woundcare
Tearcryst.
Bloodserumcryst.
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 9
Networked Audio Visual Systems and Home Platforms
CBIR application
Clinicdatabase
Nationaldatabase
Internationaldatabase
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 10
Networked Audio Visual Systems and Home Platforms
CBIR in combination with SVS application
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 11
Networked Audio Visual Systems and Home Platforms
Innovative aspects
•
Similar epicrisis can be easily retrieved accompanied by desired metadata (treatment course, therapy results, etc.)
CBIR retrieval based on Integrated biomedical data (not only images) is similar to diagnostics
•
SVS allows Visual and other data acquisition and features calculation to form query for search just at patient location (remotely)
•
Retrieved data delivered to a patient and/or a doctor (as assigned)
•
Local (at medical institution) intelligent imaging, like chromosome analysis, blood cells, eyes tracking (including saccadic), etc.
•
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 12
Networked Audio Visual Systems and Home Platforms
Project idea
Partner expertise required
• SVS for broad application (hardware and software development)• CBIR tools and applications development• Medical applications based on CBIR and SVS
• Medical Imaging and image processing• Medical images archiving and treatment (Databases)• Mobile networking• Internet-based services and applications
ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005 13
Networked Audio Visual Systems and Home Platforms
Contact
Igor V. Zhukov
007 83130 44466