A colour-based particle filter can achieve the goal of effective target tracking, but it has some drawbacks
when applied in the situations such as: the target and its background with similar colours, occlusion in
complex backgrounds, and deformation of the target. To deal with these problems, an improved particle
filter tracking system based on colour and moving-edge information is proposed in this study to provide
more accurate results in long-term tracking. In this system, the moving-edge information is used to ensure
that the target can be enclosed by the bounding box when encountering the problems mentioned above to
maintain the correctness of the target model. Using 100 targets in 10 video clips captured indoor and
outdoor as the test data, the experimental results show that the proposed system can track the targets
effectively to achieve an accuracy rate of 94.6%, higher than that of the colour-based particle filter
tracking system proposed by Nummiaro et al. (78.3%) [10]. For the case of occlusion, the former can also
achieve an accuracy rate of 91.8%, much higher than that of the latter (67.6%). The experimental results
reveal that using the target’s moving-edge information can enhance the accuracy and robustness of a
particle filter tracking system.
A colour-based particle filter can achieve the goal of effective target tracking, but it has some drawbacks
when applied in the situations such as: the target and its background with similar colours, occlusion in
complex backgrounds, and deformation of the target. To deal with these problems, an improved particle
filter tracking system based on colour and moving-edge information is proposed in this study to provide
more accurate results in long-term tracking. In this system, the moving-edge information is used to ensure
that the target can be enclosed by the bounding box when encountering the problems mentioned above to
maintain the correctness of the target model. Using 100 targets in 10 video clips captured indoor and
outdoor as the test data, the experimental results show that the proposed system can track the targets
effectively to achieve an accuracy rate of 94.6%, higher than that of the colour-based particle filter
tracking system proposed by Nummiaro et al. (78.3%) [10]. For the case of occlusion, the former can also
achieve an accuracy rate of 91.8%, much higher than that of the latter (67.6%). The experimental results
reveal that using the target’s moving-edge information can enhance the accuracy and robustness of a
particle filter tracking system.
From 3D Image to Simulation with Simpleware and COMSOLSimpleware
Simpleware software provides solutions for generating high-quality models from 3D image data (MRI, CT, micro-CT, FIB-SEM...) for direct export to COMSOL software for simulation.
Using physics-based OCT Monte Carlo simulation and wave optics models for synthesising new OCT volumes for ophthalmic deep learning.
Alternative download link:
https://www.dropbox.com/s/ax15qy47yi76eex/OCT_MonteCarlo.pdf?dl=0
COIFLET-BASED FUZZY-CLASSIFIER FOR DEFECT DETECTION IN INDUSTRIAL LNG/LPG TANKScsandit
This paper describes a classification method for raw sensor data using a Fuzzy Inference
System to detect the defects in large LNG tanks. The data is obtained from a Magnetic Flux
Leakage (MFL) sensing system which is usually used in the industry to located defects in
metallic surfaces, such as tank floors. A robotic inspection system has been developed in
conjunction with the presented work which performs the same inspection tasks at much lower
temperatures than human operators would thus reducing the shutdown time significantly which
is typically of the order of 15-20 million Dollars per day. The main challenge was to come up
with an algorithm that can map the human heuristics used by the MFL inspectors in field to
locate the defects into an automated system and yet keep the algorithm simple enough to be
deployed in near real-time applications. Unlike the human operation of the MFL equipment, the
proposed technique is not very sensitive to the sensor distance from the test surface and the
calibration requirements are also very minimal which are usually a big impediment in speedy
inspections of the floor by human operator. The use of wavelet decomposition with Coiflet
waves has been utilized here for deconvolving the essential features of the signal before
calculating the classification features. This wavelet was selected to its canny resemblance with
the actual MFL signals that makes these wavelets very natural basis function for
decomposition..
Unsupervised Building Extraction from High Resolution Satellite Images Irresp...CSCJournals
Extraction of geospatial data from the photogrammetric sensing images becomes more and more important with the advances in the technology. Today Geographic Information Systems are used in a large variety of applications in engineering, city planning and social sciences. Geospatial data like roads, buildings and rivers are the most critical feeds of a GIS database. However, extracting buildings is one of the most complex and challenging tasks as there exist a lot of inhomogeneity due to varying hierarchy. The variety of the type of buildings and also the shapes of rooftops are very inconstant. Also in some areas, the buildings are placed irregularly or too close to each other. For these reasons, even by using high resolution IKONOS and QuickBird satellite imagery the quality percentage of building extraction is very less. This paper proposes a solution to the problem of automatic and unsupervised extraction of building features irrespective of rooftop structures in multispectral satellite images. The algorithm instead of detecting the region of interest, eliminates areas other than the region of interest which extract the rooftops completely irrespective of their shapes. Extensive tests indicate that the methodology performs well to extract buildings in complex environments.
In this paper, we present a novel iterative reconstruction algorithm for discrete tomography (DT) named total variation regularized discrete algebraic reconstruction technique (TVR-DART) with automated gray value estimation. This algorithm is more robust and automated than the original DART algorithm, and is aimed at imaging of objects consisting of only a few different material compositions, each corresponding to a different gray value in the reconstruction. By exploiting two types of prior knowledge of the scanned object simultaneously, TVR-DART solves the discrete reconstruction problem within an optimization framework inspired by compressive sensing to steer the current reconstruction toward a solution with the specified number of discrete gray values. The gray values and the thresholds are estimated as the reconstruction improves through iterations. Extensive experiments from simulated data, experimental μCT, and electron tomography data sets show that TVR-DART is capable of providing more accurate reconstruction than existing algorithms under noisy conditions from a small number of projection images and/or from a small angular range. Furthermore, the new algorithm requires less effort on parameter tuning compared with the original DART algorithm. With TVR-DART, we aim to provide the tomography society with an easy-to-use and robust algorithm for DT.
From 3D Image to Simulation with Simpleware and COMSOLSimpleware
Simpleware software provides solutions for generating high-quality models from 3D image data (MRI, CT, micro-CT, FIB-SEM...) for direct export to COMSOL software for simulation.
Using physics-based OCT Monte Carlo simulation and wave optics models for synthesising new OCT volumes for ophthalmic deep learning.
Alternative download link:
https://www.dropbox.com/s/ax15qy47yi76eex/OCT_MonteCarlo.pdf?dl=0
COIFLET-BASED FUZZY-CLASSIFIER FOR DEFECT DETECTION IN INDUSTRIAL LNG/LPG TANKScsandit
This paper describes a classification method for raw sensor data using a Fuzzy Inference
System to detect the defects in large LNG tanks. The data is obtained from a Magnetic Flux
Leakage (MFL) sensing system which is usually used in the industry to located defects in
metallic surfaces, such as tank floors. A robotic inspection system has been developed in
conjunction with the presented work which performs the same inspection tasks at much lower
temperatures than human operators would thus reducing the shutdown time significantly which
is typically of the order of 15-20 million Dollars per day. The main challenge was to come up
with an algorithm that can map the human heuristics used by the MFL inspectors in field to
locate the defects into an automated system and yet keep the algorithm simple enough to be
deployed in near real-time applications. Unlike the human operation of the MFL equipment, the
proposed technique is not very sensitive to the sensor distance from the test surface and the
calibration requirements are also very minimal which are usually a big impediment in speedy
inspections of the floor by human operator. The use of wavelet decomposition with Coiflet
waves has been utilized here for deconvolving the essential features of the signal before
calculating the classification features. This wavelet was selected to its canny resemblance with
the actual MFL signals that makes these wavelets very natural basis function for
decomposition..
Unsupervised Building Extraction from High Resolution Satellite Images Irresp...CSCJournals
Extraction of geospatial data from the photogrammetric sensing images becomes more and more important with the advances in the technology. Today Geographic Information Systems are used in a large variety of applications in engineering, city planning and social sciences. Geospatial data like roads, buildings and rivers are the most critical feeds of a GIS database. However, extracting buildings is one of the most complex and challenging tasks as there exist a lot of inhomogeneity due to varying hierarchy. The variety of the type of buildings and also the shapes of rooftops are very inconstant. Also in some areas, the buildings are placed irregularly or too close to each other. For these reasons, even by using high resolution IKONOS and QuickBird satellite imagery the quality percentage of building extraction is very less. This paper proposes a solution to the problem of automatic and unsupervised extraction of building features irrespective of rooftop structures in multispectral satellite images. The algorithm instead of detecting the region of interest, eliminates areas other than the region of interest which extract the rooftops completely irrespective of their shapes. Extensive tests indicate that the methodology performs well to extract buildings in complex environments.
In this paper, we present a novel iterative reconstruction algorithm for discrete tomography (DT) named total variation regularized discrete algebraic reconstruction technique (TVR-DART) with automated gray value estimation. This algorithm is more robust and automated than the original DART algorithm, and is aimed at imaging of objects consisting of only a few different material compositions, each corresponding to a different gray value in the reconstruction. By exploiting two types of prior knowledge of the scanned object simultaneously, TVR-DART solves the discrete reconstruction problem within an optimization framework inspired by compressive sensing to steer the current reconstruction toward a solution with the specified number of discrete gray values. The gray values and the thresholds are estimated as the reconstruction improves through iterations. Extensive experiments from simulated data, experimental μCT, and electron tomography data sets show that TVR-DART is capable of providing more accurate reconstruction than existing algorithms under noisy conditions from a small number of projection images and/or from a small angular range. Furthermore, the new algorithm requires less effort on parameter tuning compared with the original DART algorithm. With TVR-DART, we aim to provide the tomography society with an easy-to-use and robust algorithm for DT.
our make it better is..................................................................................................................................................................................................................................................................................................................................
Dr. Gernot S. Pomrenke presents an overview of his program, Photonics and Optoelectronics, at the AFOSR 2013 Spring Review. At this review, Program Officers from AFOSR Technical Divisions will present briefings that highlight basic research programs beneficial to the Air Force.
A new Compton scattered tomography modality and its application to material n...irjes
Imaging modalities exploiting the use of Compton scattering are currently under active investigation. However, despite many innovative contributions, this topic still poses a formidable mathematical and technical challenge. Due to the very particular nature of the Compton effect, the main problem consists of obtaining the reconstruction of the object electron density. Investigations on Compton scatter imaging for biological tissues, organs and the like have been performed and studied widely over the years. However in material sciences, in particular in non-destructive evaluation and control, this type of imaging procedure is just at its beginning. In this paper, we present a new scanning process which collects scattered radiation to reconstruct the internal electronic distribution of industrial materials. As an illustration, we shall look at one of the most widely used construction material: concrete and its variants in civil engineering. The Compton scattered radiation approach is particularly efficient in imaging steel frame and voids imbedded in bulk concrete objects.
We present numerical simulation results to demonstrate the viability and performances of this imaging modality.
Keywords :- Compton scattering , Gamma-ray imaging , Non-destructive testing/evaluation (NDT/NDE), Concrete: structure and defects, Radon transform
During the last decades a large effort has been invested in the development of a new
discipline devoted to benefit from optical excitations in materials where metals are
key element (Plasmonics). We will make an introduction on this topic below, but let’s
anticipate that two application areas are sensing and information technologies.
The following height extended abstracts, presented during the one-day NANOMAGMA
Symposium (Bilbao, Spain – April 13, 2011 reflects some of the latest developments on magneto-plasmonics.
In 2010 and 2011, the nanoICT project (EU/ICT/FET Coordination Action) launched
two calls for exchange visits for PhD students with the following main objectives: 1.
To perform joint work or to be trained in the leading European industrial and academic research institutions; 2. To enhance long-term collaborations within the ERA; 3. To
generate high-skilled personnel and to facilitate technology transfer;
The first outcome report was published in the issue 22 (August 2011) and this edition
contains four new articles providing insights in relevant fi elds for nanoICT.
We would like to thank all the authors who contributed to this issue as well as the European Commission for the financial support (projects nanoICT No. 216165 and NANOMAGMA No. FP7-214107-2).
Dr. Antonio Correia Editor - Phantoms Foundation
SAFARILAB: A Rugged and Reliable Optical Imaging System Characterization Set-...drboon
This work proposes a rugged and reliable set-up to characterize incoherently illuminated optical imaging systems. It complies with the ISO 12233 standard and is suitable for industrial applications. The standard has been implemented taking advantage of the allowed degrees of freedom to optimize noise robustness. Key points of the algorithm are automatization of the whole measurement procedure and customization, to comply with specific needs. Experimental results confirming the successful implementation are presented and discussed.
SAFARILAB: A Rugged and Reliable Optical Imaging System Characterization Set-...drboon
This work proposes a rugged and reliable set-up to characterize incoherently illuminated optical imaging systems. It complies with the ISO 12233 standard and is suitable for industrial applications. The standard has been implemented taking advantage of the allowed degrees of freedom to optimize noise robustness. Key points of the algorithm are automatization of the whole measurement procedure and customization, to comply with specific needs. Experimental results confirming the successful implementation are presented and discussed.
Integrated Optics and Lightwave : An International Journaloptljjournal
Innovations in optical fiber technology are revolutionizing world communications. Newly developed Optical fibers and amplifiers allow direct transmission of high-speed signals over transcontinental distances without the need for electronic regeneration. Optical fibers find new applications in data processing. The impact of fiber materials, devices and systems on communications in the coming decades will create an abundance of primary literature and the need for up-to-date reviews.
Integrated Optics and Light wave: An International Journal ( OPTLJ )optljjournal
Innovations in optical fiber technology are revolutionizing world communications. Newly developed Optical fibers and amplifiers allow direct transmission of high-speed signals over transcontinental distances without the need for electronic regeneration. Optical fibers find new applications in data processing. The impact of fiber materials, devices and systems on communications in the coming decades will create an abundance of primary literature and the need for up-to-date reviews.
Integrated Optics and Light wave: An International Journal ( OPTLJ )optljjournal
Innovations in optical fiber technology are revolutionizing world communications. Newly developed Optical fibers and amplifiers allow direct transmission of high-speed signals over transcontinental distances without the need for electronic regeneration. Optical fibers find new applications in data processing. The impact of fiber materials, devices and systems on communications in the coming decades will create an abundance of primary literature and the need for up-to-date reviews.
Integrated Optics and Light wave: An International Journal ( OPTLJ )optljjournal
Innovations in optical fiber technology are revolutionizing world communications. Newly developed Optical fibers and amplifiers allow direct transmission of high-speed signals over transcontinental distances without the need for electronic regeneration. Optical fibers find new applications in data processing. The impact of fiber materials, devices and systems on communications in the coming decades will create an abundance of primary literature and the need for up-to-date reviews.
Integrated Optics and Light wave: An International Journal ( OPTLJ )optljjournal
Innovations in optical fiber technology are revolutionizing world communications. Newly developed Optical fibers and amplifiers allow direct transmission of high-speed signals over transcontinental distances without the need for electronic regeneration. Optical fibers find new applications in data processing. The impact of fiber materials, devices and systems on communications in the coming decades will create an abundance of primary literature and the need for up-to-date reviews.
Integrated Optics and Light wave: An International Journal ( OPTLJ )optljjournal
Innovations in optical fiber technology are revolutionizing world communications. Newly developed Optical fibers and amplifiers allow direct transmission of high-speed signals over transcontinental distances without the need for electronic regeneration. Optical fibers find new applications in data processing. The impact of fiber materials, devices and systems on communications in the coming decades will create an abundance of primary literature and the need for up-to-date reviews.
Integrated Optics and Light wave: An International Journal ( OPTLJ )optljjournal
Innovations in optical fiber technology are revolutionizing world communications. Newly developed Optical fibers and amplifiers allow direct transmission of high-speed signals over transcontinental distances without the need for electronic regeneration. Optical fibers find new applications in data processing. The impact of fiber materials, devices and systems on communications in the coming decades will create an abundance of primary literature and the need for up-to-date reviews.
Integrated Optics and Light wave: An International Journal ( OPTLJ )optljjournal
Innovations in optical fiber technology are revolutionizing world communications. Newly developed Optical fibers and amplifiers allow direct transmission of high-speed signals over transcontinental distances without the need for electronic regeneration. Optical fibers find new applications in data processing. The impact of fiber materials, devices and systems on communications in the coming decades will create an abundance of primary literature and the need for up-to-date reviews.
Integrated Optics and Light wave: An International Journal ( OPTLJ )
Our expertises
1. OPTIC NANO Consult S.A.R.L provides a Scientific Support in Spectroscopic ellipsometry and
Polarimetry metrology collaborating with research institute, laboratories as well as foundries. The field
of our applications is mostly devoted for thin films and new materials for nanotechnologies. OPTIC
NANO Consult S.A.R.L, just began, in July 2011 when entering in the French commercial register. It’s
WebSite* also retrieves many useful general information’s and not only to registered visitors. Our
metrological expertise, is based from many years of practice in the field, as well as following the
continuously updated new development in the optical technics. Advanced measurements technologies
and metrological standardization practices (reference material artifacts, traceability, uncertainty
analysis, and report transparency), underpin the modern, science-based approach that we try to
share. Years of research experiences in the earlier CNET and successively STMicroelectronics,
CEA/LETI MINATEC CNRS as well as our relationship with the sharp-edged optical tool instrument
developers and providers in Europe (early SOPRA, Jobin Yvon, now HORIBA and SEMILAB) and J.
Woollam or recent Film Sense from B. Johs in the US give us a great flexibility in contacts. We share
our experience giving advice with the choice of the right tools. An example was the first capability to
analyze the transition edge of SiO2 using a homemade VUV ellipsometer (3eV to 9.5 eV) at a moment
when J. Woollam equivalent instrument was not yet commercialized, (see SiO2 2006 conference in
Italy). We are within European or national project as well. (ANR or IMPACT project). OPTICNANO aim
is to give expert attention within global research environment, i.e.., inside group like SERMA
Technologies, the LETI unique subsidiary metrology potential of MINATEC. Then one has a complete
set of tools for characterization analyses (TEM, SIMS...). The use of complementary techniques
affords answer to new products, materials and films investigations. This is mandatory when
challenging properties existing between competitors in confront of concurrency techniques.
Nevertheless, this consulting expertise start always with specific roadmap agreement preserving
confidentiality through distinctive kickoff-meetings and inside a non-disclosure NDA protocol. The
results is a low cost of R and D studies.
Present expertise interest in the SRT-i24 of EMPIR:
Modeling:
http://www.opticnano.eu
see F. Ferrieu poster in first nanocharm workshop in advanced Polarimetry Instrumentation
and corresponding paper published in EJAP (Journal. European Applied physics, (2010)).
2. Polarimetry has been applied for many years in rather different fields. In radar remote sensing
polarimetry, mathematical basis of depolarizing systems have been first developed. In the visible
range optics, standard attenuation and retardance decomposition is currently used in turbid organic
media. Optical entropy and depolarization formalism have been applied for many years in rather
different fields. In radar remote polarimetry, mathematical basis of depolarizing systems have been
first developed from S. Cloude and E. Pottier (ESA). The technic is also presently developed in
astronomy as used for solar physics and exo planet detections (Leiden Workshop NL in 24 March
2014 and ASTROPOL Grenoble 20-30 may 2014).
Exhaustive studies in the literature detail the Mueller matrices properties through
decomposition*.Today, spectroscopic polarimetry opens new fields of investigation for
nanotechnologies materials, photonics as well as for gratings and 3D structures analysis: the
computer codes as these we developed during the national consortium ANR08-NANO-020-03 should
be then adapted using also new algorithms. With this instrumentation progress, simulation remains a
key point to overpass as a challenge between future instruments. The theories for surfaces spectral
power density (PSD) and the random coupled wave approximation (RCWA) in periodic structures are
widely discussed in the literature. The implementation of some of these codes is mandatory for surface
analysis and lithography Scatterometry structures: grating and overlay. Optical measurements in multi
parameter metrology are key points when combining models and measurements. We have interest in
studying models for different structures dimension and overlay detections such as these used for
control of the lithographic process. Exhaustive studies in the literature already detail the Mueller
matrices properties through decomposition, optical entropy and depolarization formalism. In the visible
range optics, standard diattenuation and retardance decompositions are currently used in turbid
organic media by the LPICM group for medical applications. For nanotechnologies, the optical entropy
concept provides a very powerful analysis technique yielding important surface parameters such as
depolarization, correlation and roughness. Complementary applications exist in scatterometry for thin
periodic grating films with high capability polarimeters, such as the next generation of angle resolved
polarimeters instruments,
In the nanotechnology world, the optical entropy concept is an analysis technique yielding important
surface parameters such as depolarization, correlation and roughness. Complementary applications
http://www.opticnano.eu
see F. Ferrieu poster in first nanocharm workshop in advanced Polarimetry Instrumentation
and corresponding paper published in EJAP (Journal. European Applied physics, (2010)).
3. exist in scatterometry for thin periodic grating films. The next generation of angle resolved polarimeters
instruments from the LPICM opens new fields of investigation for nanotechnologies materials as well
as for gratings and photonics structures analysis. The implementation of new computer codes will be a
must for surface analysis and lithography, e.g. in scatterometry structures: grating overlay or double
patterning. Polarimetry of light scattered by surface roughness and textured films and periodic
structures in nanotechnologies is a challenge for Instrumentation and modeling. It implies also
dimensional metrology on complex 3D structures within present new 3D STANDFORD Lua codes or
the nodal finite elements Galerkin methods developed at the EPFL. We would participate in the
development and validation of these novel promising optical metrology approaches, i.e., scatterometry
for EUV as well as for IR, Mueller-Polarimetry. Extension of modelling and data analysis algorithms in
particular to 3D development of mathematical procedures for reliable determination of roughness
parameters and other systematic deviations (e.g. variations in multilayer substrates of EUV masks).
These known procedures have been now developed and are available, but they have also to be
significantly further improved to face the named challenges and expected methodical extensions (e. g.
in Mueller Polarimetry with enhanced structure complexity.
Instruments
We have demonstrated capabilities in the metrology for structures in the state of the art of optical
methods, like optical reflectometry, scatterometry or ellipsometry in the infrared (IR), visible (VIS) or
ultraviolet (UV/DUV) spectral range. In the case of IR, we supported the implementation of the LPICM
IR polarimeters in one of the lines at ESRF, (today unfortunately unrealizable and thus abandoned),
even though completely different from the only one instrument implemented at BESSY. Spectroscopic
ellipsometry or reflectometry are also used for characterizations of thin layers, layer structures and
optical material parameters (n&k, see EMPIR accuracy requests). With this instrumentation progress,
simulation remains a key point to overpass as a challenge between future instruments as that was
within the LTM IMPACT program todays under completion. However, for future applications with
complex layer structures, these methods have to be significantly improved. For ultrathin layers or very
small laterally structured features the optical material parameters can be often modified e. g. due to
quantum confinement as it has detected e.g. in the case of FDSOI, quantum dots and nanophase
materials (e.g. in HfO2). For new applications and clean room processing quality control, very accurate
http://www.opticnano.eu
see F. Ferrieu poster in first nanocharm workshop in advanced Polarimetry Instrumentation
and corresponding paper published in EJAP (Journal. European Applied physics, (2010)).
4. n&k metrology existing tools are not very suitable and enough accurate. Creation of IMT instruments
(integrated photonic metrology with for example micro-grid polarizer and LC phaser), is also our
concern as we already proposed, unfortunately unpublished but still remaining in the conference
proceeding abstracts booklet from the IECS in Kyoto (2013).
http://www.opticnano.eu
see F. Ferrieu poster in first nanocharm workshop in advanced Polarimetry Instrumentation
and corresponding paper published in EJAP (Journal. European Applied physics, (2010)).