2017
Edge Detection Robust to Intensity Inhomogeneity: A 7T MRI Case Study
Cappabianco F, Lellis L, Miranda P, Ide J, Mujica-Parodi L. Edge Detection Robust to Intensity Inhomogeneity: A 7T MRI Case Study. Lecture Notes In Computer Science 2017, 10125: 459-466. DOI: 10.1007/978-3-319-52277-7_56.Peer-Reviewed Original ResearchEdge detection methodImage processing applicationsAutomatic edge detection methodDetection methodAccuracy of stateComputer visionNon-uniform intensityEdge detectionProcessing applicationsFundamental operationIntensity inhomogeneityHigh accuracyNumber of worksUltra-high field magnetic resonance imagingAccuracyGradient maximaCannyCase studyInhomogeneity correctionVisionRobustSmall numberBrain edgesMethodEdge
2016
Information Fusion for Cocaine Dependence Recognition Using fMRI
Faria F, Cappabianco F, Li C, Ide J. Information Fusion for Cocaine Dependence Recognition Using fMRI. 2016, 1107-1112. DOI: 10.1109/icpr.2016.7899784.Peer-Reviewed Original ResearchDistinct feature setsInformation fusion approachEnsemble of classifiersInformation fusionFeature extractionFMRI classificationFeature setsFusion approachArt methodsClassification accuracyExtensive evaluationFinal accuracyNew featuresExperimental resultsTraditional methodologiesClassificationAccuracyPattern analysisClassifierHuman lifeMulti-voxel pattern analysisConnectivity measuresPowerful toolMethodologyRecognition
2011
AUTOMATIC SUBCORTICAL TISSUE SEGMENTATION OF MR IMAGES USING OPTIMUM-PATH FOREST CLUSTERING
Cappabianco F, Ide J, Falcão A, Li C. AUTOMATIC SUBCORTICAL TISSUE SEGMENTATION OF MR IMAGES USING OPTIMUM-PATH FOREST CLUSTERING. 2011, 2653-2656. DOI: 10.1109/icip.2011.6116212.Peer-Reviewed Original ResearchOptimum-Path Forest ClusteringAutomatic MR image segmentationMR image segmentationLocal image propertiesSegmentation accuracyOptimum connectivityFeature spaceGlobal informationTissue segmentationImage propertiesMR imagesPopular techniqueProbabilistic atlasExtant methodsSegmentationImportant issueImagesProbability valuesWhite matter voxelsAlgorithmVoxelsClusteringNew methodAccuracyConnectivity