Search results for "Spatial filter"

showing 10 items of 23 documents

Residual errors in ASTER temperature and emissivity standard products AST08 and AST05

2011

Abstract Land surface temperature and emissivity are independent variables, and the thermal-infrared spectral radiance measured in remote sensing is dependent on both. Therefore the inverse Planck equation is under-determined, with two unknowns and a single measurement. Practical inversion algorithms designed to calculate temperature and emissivity from the measurements cannot do a perfect job of separation, and recovered temperature and emissivity may co-vary. For ASTER images, validation studies of recovered temperature and emissivity, regarded individually, have shown that they are within the precision and accuracy limits predicted in designing the ASTER TES algorithm used to calculate …

Accuracy and precisionPlanck's lawSpatial filterRadianceEmissivitySoil ScienceEnvironmental scienceGeologyComputers in Earth SciencesResidualAtmospheric temperatureScalingRemote sensingRemote Sensing of Environment
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Reproducibility of multiphase pseudo-continuous arterial spin labeling and the effect of post-processing analysis methods

2015

Arterial spin labeling (ASL) is an emerging MRI technique for non-invasive measurement of cerebral blood flow (CBF). Compared to invasive perfusion imaging modalities, ASL suffers from low sensitivity due to poor signal-to-noise ratio (SNR), susceptibility to motion artifacts and low spatial resolution, all of which limit its reliability. In this work, the effects of various state of the art image processing techniques for addressing these ASL limitations are investigated. A processing pipeline consisting of motion correction, ASL motion correction imprecision removal, temporal and spatial filtering, partial volume effect correction, and CBF quantification was developed and assessed. To fur…

AdultMaleComputer scienceCognitive Neurosciencecerebral blood flowPartial volumePerfusion scanningImage processingSignal-To-Noise RatioYoung AdultImage Processing Computer-Assistedspin labelingHumansreproducibilityImage resolutionReproducibilitySpatial filterbusiness.industrymultiphase pseudo-continuous arterialBrainReproducibility of ResultsSite-directed spin labelingImage EnhancementMagnetic Resonance Imagingarterial spin labelingNeurologyCerebral blood flowArterial spin labelingFemaleSpin Labelsperfusion MRIArtifactsNuclear medicinebusinesstest–retestBiomedical engineeringNeuroImage
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Shift-and-scale-invariant pattern recognition using an elliptic coordinate-transformed phase-only filter

1992

A shift-and-scale-invariant elliptic coordinate-transformed phase-only filter in proposed. The filter is built in three steps: the complex conjugate of a basic-size target spectrum is calculated, its phase-only part is taken, and then the elliptic coordinate transformation is made. In the extreme case the scale ratio of recognizable objects equals 1:1.5, permitting good recognition of object sizes S within the range 0.83/= S/= 1.25. Discrimination abilities and relative Horner efficiencies of a few versions of the filter are calculated.

Complex conjugateSpatial filterbusiness.industryMaterials Science (miscellaneous)Mathematical analysisCoordinate systemPhase (waves)Scale invarianceIndustrial and Manufacturing Engineeringsymbols.namesakeOpticsFourier transformFilter (video)symbolsElliptic filterBusiness and International ManagementbusinessMathematicsApplied Optics
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Learning spatial filters for multispectral image segmentation.

2010

International audience; We present a novel filtering method for multispectral satel- lite image classification. The proposed method learns a set of spatial filters that maximize class separability of binary support vector machine (SVM) through a gradient descent approach. Regularization issues are discussed in detail and a Frobenius-norm regularization is proposed to efficiently exclude uninformative filters coefficients. Experiments car- ried out on multiclass one-against-all classification and tar- get detection show the capabilities of the learned spatial fil- ters.

Computer Science::Machine LearningMultispectral image0211 other engineering and technologies02 engineering and technology01 natural sciencesRegularization (mathematics)010104 statistics & probability[INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]Life ScienceComputer visionSegmentation0101 mathematicsLarge margin method021101 geological & geomatics engineeringMathematicsImage segmentationContextual image classificationPixelbusiness.industryPattern recognitionImage segmentationSupport vector machineComputingMethodologies_PATTERNRECOGNITIONmultispectral imageSpatial FilteringArtificial intelligenceGradient descentbusiness
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Automatic Processing Scheme for Low Laser Invasiveness Electro Optical Frequency Mapping mode

2016

International audience; Electro optical techniques are efficient backside contactless techniques usually used for design debug and defect location in modern VLSI. Unfortunately, the signal to noise ratio is quite low and depends on laser power with potential device stress due to long acquisition time or high laser power, especially in up to date technologies. Under these conditions, to maintain a good signal or image quality, specific signal or image processing techniques can be implemented. In this paper, we proposed a new spatial filtering by stationary wavelets and contrast enhancement which allows the use of low laser power and short acquisition time in image mode.

Contrast enhancementImage qualityComputer science[SPI] Engineering Sciences [physics]Wavelet shrinkageComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONEOFMImage processing02 engineering and technology01 natural sciencesSignallaw.invention[SPI]Engineering Sciences [physics]Image modeSignal-to-noise ratiolaw0103 physical sciences0202 electrical engineering electronic engineering information engineeringElectronic engineering[ SPI ] Engineering Sciences [physics]EOPLaser power scalingStationary Wavelet Transform010302 applied physicsSpatial filter020208 electrical & electronic engineeringLaser[SPI.TRON] Engineering Sciences [physics]/Electronics[ SPI.TRON ] Engineering Sciences [physics]/Electronics[SPI.TRON]Engineering Sciences [physics]/ElectronicsFiltering
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Fuzzy technique for microcalcifications clustering in digital mammograms

2012

Abstract Background Mammography has established itself as the most efficient technique for the identification of the pathological breast lesions. Among the various types of lesions, microcalcifications are the most difficult to identify since they are quite small (0.1-1.0 mm) and often poorly contrasted against an images background. Within this context, the Computer Aided Detection (CAD) systems could turn out to be very useful in breast cancer control. Methods In this paper we present a potentially powerful microcalcifications cluster enhancement method applicable to digital mammograms. The segmentation phase employs a form filter, obtained from LoG filter, to overcome the dependence from …

Databases FactualMicrocalcificationsBreast NeoplasmsContext (language use)CADcomputer.software_genreSensitivity and SpecificityFuzzy logicClusteringBreast cancerSegmentationBreast cancerC-meansImage Processing Computer-AssistedmedicineCluster AnalysisHumansMammographyRadiology Nuclear Medicine and imagingSegmentationCluster analysisSpatial filtersmedicine.diagnostic_testMultimediabusiness.industryCalcinosisPattern recognitionmedicine.diseaseSettore FIS/07 - Fisica Applicata(Beni Culturali Ambientali Biol.e Medicin)Computer aided detectionFuzzy logicRadiology Nuclear Medicine and imagingFemaleArtificial intelligencebusinesscomputerAlgorithmsMammographyResearch ArticleBreast cancer Microcalcifications Spatial filters Clustering Fuzzy logic C-means Mammography SegmentationBMC Medical Imaging
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Diffraction-free propagation of subwavelength light beams in layered media

2010

Self-collimation of tightly localized laser beams demonstrated in periodic media relies on a perfect-matched rephasing of the Fourier constituents of the wavefield induced by a plane isofrequency curve. An alternate way paved for the achievement of such a phase matching condition developed a suitable spatial filtering in order to select those frequencies experiencing the same phase velocity projected over a given orientation. In principle this procedure is valid for complex structured metamaterials. However, a great majority of studies have focused on free-space propagation leading to the well-known Bessel beams. This paper is devoted to the analysis of this sort of nondiffracting beams tra…

DiffractionPhysicsSpatial filterWave propagationbusiness.industryPhysics::OpticsMetamaterialStatistical and Nonlinear PhysicsSurface plasmon polaritonAtomic and Molecular Physics and OpticsSuperposition principleOpticsBessel beamLight beambusinessJournal of the Optical Society of America B
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Non-Conventional Tunable Spatial Filtering

1987

A virtual display of the Fraunhofer diffraction pattern of any object is formed in the transverse source plane by theyirtual diffracted rays extqn0ing in the region to the left of the screen containing the transparencyl),2). Except for a few cases '')"°), the concept of virtual Fourier transform appears not to have been made use of. The main idea of this paper is, bearing in mind the property referred to in the above paragraph, to describe a novel spatial filtering technique. In this way, one can obtain different filtered images, by simply moving the point source along the optical axis. The basic theory is described below.

DiffractionSpatial filterPoint sourcebusiness.industryFraunhofer diffractionOptical axissymbols.namesakeTransverse planeFourier transformOpticssymbolsSpatial frequencybusinessMathematicsSPIE Proceedings
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SIFT Matching by Context Exposed

2023

This paper investigates how to step up local image descriptor matching by exploiting matching context information. Two main contexts are identified, originated respectively from the descriptor space and from the keypoint space. The former is generally used to design the actual matching strategy while the latter to filter matches according to the local spatial consistency. On this basis, a new matching strategy and a novel local spatial filter, named respectively blob matching and Delaunay Triangulation Matching (DTM) are devised. Blob matching provides a general matching framework by merging together several strategies, including rank-based pre-filtering as well as many-to-many and symmetri…

FOS: Computer and information sciencesArtificial neural networkSettore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniBenchmark testingRANSAClocal image descriptorSettore INF/01 - InformaticaApplied MathematicsComputer Vision and Pattern Recognition (cs.CV)Computer Science - Computer Vision and Pattern RecognitionTransformDetectorDelaunay triangulationMerginglocal spatial filterimage contextComputational Theory and MathematicsArtificial IntelligenceKeypoint matchingSIFTPipelineTrainingComputer Vision and Pattern RecognitionSoftware
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Flexible optical implementation of fractional Fourier transform processors. Applications to correlation and filtering

1997

Abstract Recently, in the field of fractional Fourier transforms (FRT) an operation coined “fractional correlation” has been proposed and investigated experimentally. In this paper we propose a new setup for obtaining the fractional correlation, which presents several advantages from the experimental point of view. The fractional filter plane can be adjusted accurately with the help of converging beam illumination and using an adjusting device consisting of a combination of Fresnel zone plates. Moreover the scaling factor between the input pattern and the filter can be adjusted at will. This degree of freedom is of special interest when using SLMs. In addition we present a configuration, ba…

Fresnel zoneSpatial filterComputer sciencebusiness.industryPlane (geometry)Filter (signal processing)Atomic and Molecular Physics and OpticsFractional Fourier transformElectronic Optical and Magnetic Materialssymbols.namesakeNoiseOpticsFourier transformChirpsymbolsElectrical and Electronic EngineeringPhysical and Theoretical ChemistrybusinessOptics Communications
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