Search results for "Fusion de données"

showing 3 items of 3 documents

multimodal and multi-criteria analysis for the expertise and locating faults in modern electrical components

2017

The purpose of this manuscript is to exhibit the research work solving the issue of data processing stem from defect localization techniques. This step being decisive in the failure analysis process, scientists have to harness data coming from light emission and laser techniques. Nevertheless, this analysis process is sequential and only depends on the expert’s decision. This factor leads to a not quantified probability of localization. Consequently to solve these issues, a multimodaland multicriteria analysis has been developped, taking advantage of the heterogeneous and complementary nature of light emission and laser probing techniques. This kind of process is based on advanced level too…

Failure analysisFusion de donnéesTraitement d'imagesImage ProcessingSignal ProcessingAnalyse de défaillanceData fusionTraitement du signal[SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing
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Multimodal and multicriteria analysis for VLSI expertises and defects localization

2017

The purpose of this manuscript is to exhibit the research work solving the issue of data processing stem from defect localization techniques. This step being decisive in the failure analysis process, scientists have to harness data coming from light emission and laser techniques. Nevertheless, this analysis process is sequential and only depends on the expert’s decision. This factor leads to a not quantified probability of localization. Consequently to solve these issues, a multimodal and multicriteria analysis has been developped, taking advantage of the heterogeneous andcomplementary nature of light emission and laser probing techniques. This kind of process is based on advanced level too…

Failure analysisdata fusionAnalyse de défaillancescircuits intégrés[SPI.NANO] Engineering Sciences [physics]/Micro and nanotechnologies/Microelectronicsanalyse multimodale et multicritèrestraitement du signal/imagesignal/image processingVLSI[STAT] Statistics [stat]multimodal and criteria analysisdefect localizationlocalisation de défauts[PHYS.PHYS.PHYS-DATA-AN] Physics [physics]/Physics [physics]/Data Analysis Statistics and Probability [physics.data-an]fusion de données[SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing
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Classification par méthodes d’apprentissage supervisé et faiblement superviséd’images multimodales pour l’aide au diagnostic du lentigo malin en derm…

2021

Carried out in collaboration with the Saint-Étienne University Hospital, this work provides additional information to help the skin diagnosis by providing new decision methods on Lentigo Maligna and Lentigo Maligna Melanoma pathologies. To this end, the modalities regularly used in clinical conditions are made available to this work and are orchestrated within a multimodal process. Among image modalities, may be mentioned the clinical photography, the dermatoscopy, and the confocal reflectance microscopy. Initially, the first steps of this manuscript focus on reflectance confocal microscopy as the work in computer diagnostic assistance is relatively underdeveloped, in particular on the dete…

Upervised learning[INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI]Apprentissage profond[INFO.INFO-TS] Computer Science [cs]/Signal and Image ProcessingLentigo Maligna MelanomaImage classification[INFO.INFO-IM] Computer Science [cs]/Medical ImagingDermatoscopieDermatologyMultimodalité[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]Dermatoscopy[INFO.INFO-IM]Computer Science [cs]/Medical ImagingApprentissage faiblement superviséMultimodalityDermatologieFusion de donnéesWeakly supervised learningLentigo MalignaDeep learningApprentissage superviséData fusionMicroscopie confocale par réflectanceClassification d'images[INFO.INFO-TI] Computer Science [cs]/Image Processing [eess.IV][INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]Confocal reflectance microscopySupervised learning
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