MATHEMATICAL MORPHOLOGY in THE PICS PROJECT ...beucher/publi/PICS_CMM...Page 3 PICS (A406) MEDEA+...
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Page 1 PICS (A406) MEDEA+ MATHEMATICAL MORPHOLOGY in THE PICS PROJECT Programmable Imaging with a CMOS Sensor (July 1 st 2003 - November 30 th 2006)
Transcript of MATHEMATICAL MORPHOLOGY in THE PICS PROJECT ...beucher/publi/PICS_CMM...Page 3 PICS (A406) MEDEA+...
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PICS (A406) MEDEA+
MATHEMATICAL MORPHOLOGYin
THE PICS PROJECTProgrammable Imaging with a CMOS Sensor
(July 1st 2003 - November 30th 2006)
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• Today’s smartcams market:• Very few available products on Smart Cameras ( PowerPC based Matrix
Vision, Intel Celeron based Matrox Iris P series, Geode based Sony, …)• Limited image/video processing capabilities• Mostly CCD (thus no ROIs control)• None Reconfigurable Smart camera at runtime & HW acceleration as in
PICS
• Forecast market sizes:• Security market: average growth 5% per year• Video surveillance: average growth 10% per year• Biometrics: average growth 30% per year• Automotive market: average growth 120% per year.
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Project consortium
1. Imager design and evaluation(Philips NL), DALSA, Grass Valley, e2v, TIMA
2. Algorithm design and evaluationCMM, Thales, Faurecia, CEA, BEV
3. Platform designThales, Faurecia, e2v, CMM, CEA, Philips
Industrial partners:Grass Valley/Thomson (NL, leader), Philips (NL), DALSA (NL), e2v (F), ATMEL (F), NXP/Philips (F), THALES/TSS/TED/COM (F), Faurecia(F), BEV (F)Academic partners:CMM/ARMINES (F), TIMA (F), CEA/LIST (F)
Project cooperation
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What is Mathematical Morphology?A methodology for image analysis based on Set TheoryA set of tools usable in many image analysis application domainsImage analysis software libraries and toolboxes
Neighbourhood operators
Geodesic operators
Iterative operators
fg
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Image analysis applications for an intelligent sensor
• License plates detection and reading(car parks access control, automaticspeedometers)
• Driver and passengers Out Of Position (OOP) monitoring(prevention of accidents dues to airbags release)
Two applications were focused in the scope of the PICS project:
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License plate detection and reading
Original enhanced image (histogram equalisation)
Morphological « Top-Hat » operators
Morphological filtering based on size and shape and ROI detection
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OOP application implementation
• Definition of an initial ROI
• Implementation of thickmorphological gradients and filterings
• Use of the previous detection to define a dynamic ROI
Reduce false detection
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OOP monitoring, an example
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Image Processor Module structure
REGISTER BANKCONFIG AND STATUS
MU
ReconfigurableKernel
Size, Topology,Type
ALU
ReconfigurableKernel
Size, Topology,Type
Image in1
Image in2
Config & Status
Image out
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Microblaze
BRAM
DDR
Videoin/out
MorphoProcessor
1
MorphoProcessor
N
OP
B B
US
AIM V2.0
Xilinx microblaze integration with a 10 stage pipeline (which represents20 Morphological processors)
PICS morphological processor implementation
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PICS Award
The PICS project received the JEAN-PIERRE NOBLANC AWARD FOR EXCELLENCE in 2006 from the MEDEA+ ComitteeIt was the second award received by CMM (first one for the POCKET MULTIMEDIA project in 2005)
