R&D in Pattern Recongnition

blessinghomoeopathΤεχνίτη Νοημοσύνη και Ρομποτική

30 Νοε 2013 (πριν από 3 χρόνια και 10 μήνες)

103 εμφανίσεις

R&D in Pattern Recongnition
and Image Analysis

in the Czech Republic

V
áclav Hlaváč

Czech Technical University in
Prague

Faculty of Electrical Engineering

Center for Machine Perception

2

CZECH REPUBLIC

10 million people
;
78,864
km
2


3

R&D IN PATTERN RECOGNITION
AND IMAGE ANALYSIS


Universities (Brno, Kladno, Liberec, Ostrava,
Plze
ň,
Prague)


Academy of Sciences (Brno, Prague)


R&D companies


Camea s.r.o., Brno


Certicon a.s., Praha


Eyedea Recognition s.r.o., Praha


Honeywell Technology Center, Praha


Neovision s.r.o., Praha

4

UTIA


Jan Flusser


Institute of Information Theory and
Automation


Image processing department


6 staff, 4 PhD students


Interests


Moments, invariants for object recognition


Multi
-
channel

images registration


Deconvolution, Image fusion

5

Blind deconvolution
-

results

6

Optical zoom (ground truth)

Superresolution image (2x)

rough registration


Super
-
Resolution in practice

7

UTIA


Michal Haindl


Department of Pattern Recognition


8 staff
,

5 PhD students


Interests:


Markov random fields


dynamic / BTF / colour texture synthesis


unsupervised / semisupervised image / range
segmentation


illumination invariants


image / video restoration


document classification


feature selection


statistical PR


Probabilistic mixture models

8

Institute of Physiology

-

Lucie Kub
ínová

(Mrs.)


Department of Biomathematics


10

people,

only 2 in image analysis, the
rest are biologists


Interests:


Stereology, mathematical morphology


3D reconstructions of biological samples
from optical and confocal microscopes

9

TU Ostrava


Eduard Sojka


Department of Computer Science


1 person + MSc. students


Interests:


Interest point detectors


3D reconstruction from video

10

Technical University

Brno



Josef Honec, Pavel Zem
čík


Dept. of Control Engineering /
Dept. of
Computer Graphics


5 people + 5 PhD students


Strong link to Camea s.r.o.


Interests:


Image processing HW


Industrial applications

11

Technical University Brno


Ji
ří Jan


Department of Biomedical Engineering


5 people, 3 PhD students


Interests


Medical imaging


Signal processing


Image data processing in ultrasonic
transmission computed tomography
(USCT)


Retinal image processing and analysis

12

standard non
-
filtered
back projection

new alg. of attenuation
estimation, with multipath
transmission


next lecture




imaged phantom

UTSC

13

Registration in ophtalmology

Level 1

Level 4

14

Masaryk Univ.


Michal Kozubek


Centre for Biomedical Image Analysis
,
Faculty of Informatics
,
Masaryk
University


4 staff, 4 PhD students


Interests:


image processing and image analysis in
optical microscopy


image acquisition


automation of these tasks

15

TU Liberec


3 individuals


Faculty of Mechatronics


Josef Chaloupka


human face, lips for
speech processing


Ivan Jaksch


quality check in textile
industry


Petr Tuma


vision in industry

16

Fac
ulty of Biomed. Eng. Kladno


Movement Analysis in Parkinson’s
Disease
-

Zoltán Szabó


Capturing and analysis of ocular
torsion and pupilometry
-

Jiří
Hozman


SW and HW development of
accurate measuring system for head
position analysis in 3D
-

Jiří Hozman

17

3D Movement Analysis in
Parkinson’s Disease


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Contact person:

Ing. Zoltán Szabó, Ph.D.

E
-
mail:
szabo
@fbmi.cvut.cz


Tel.:

(+420)
224 358 487


18

Univ. of West Bohemia


M.
Železný


Faculty of Applied Sciences, Department of
Cybernetics, Multimodal human
-
computer
interaction group


3 staff, 2 PhD students


Interests:


Multimodal (audio
-
visual) speech recognition
(incl. head tracking, lip

tracking etc.)


Speech
synthesis (talking head,
p
arametrically
controllable

facial animation)


A
nalysis and synthesis of sign language,
manual and

non
-
manual gestures, emotions

19

Camea Company


Est. 1996, 35 people, www.camea.cz


Video processing for traffic applications


Car identification


Section speed measurement


Red line violation on crossings


Industrial applications


Develop own hardware, FPGA

20

Eydea Recognition


Est. 2006, real spin
-
off, CTU has 10%,
rest J. Matas, M. Urban, V. Franc


4 people


Pattern recognition for traffic
applications (main customer Camea)

21

Eydea


Arabic number plates


22

Honeywell Technology Center


Part of advanced research, reports to
Minneapolis


5 people


Head: Petr Stluka


Interests: Security video (airports,
railway stations, buildings)

23

Laboratory Imaging

company


About 15 people company,
www.lim.cz
,
owned by J. Mikes, M. Svoboda


Interests:


Image analysis for microscopes


Software system LUCIA
, mathematical
morphology


Applications in forensics

(Swiss partner)


Turn
-
key HW, SW for Nikon

24

Neovision company


Est. 1996, 18 people company, owned by V.
Hlavac, T. Pajdla, P. Palatka (director), V.
Smutny,
www.neovision.cz


Strong links to CTU (Center for Applied
Cybernetics)


Interests:


Industrial applications of computer vision


Braille script recognition


Omni
-
directional cameras

25

Neovision s.r.o.




Spin
-
off company



Founded in 1996


18 employees



Transfer from CMP to industry


Customers




AVX Czech Republic s.r.o.

Czech Republic

Tantalum capacitors


Texas Instruments, Inc.

USA




Preciosa a.s.

Czech Republic



Siemes VDO

Fren
štát p. Radhoštěm






quality control

&

precise measurement


by image processing