Search results for "Multiple view"

showing 2 items of 2 documents

Exploring Multiobjective Optimization for Multiview Clustering

2018

We present a new multiview clustering approach based on multiobjective optimization. In contrast to existing clustering algorithms based on multiobjective optimization, it is generally applicable to data represented by two or more views and does not require specifying the number of clusters a priori . The approach builds upon the search capability of a multiobjective simulated annealing based technique, AMOSA, as the underlying optimization technique. In the first version of the proposed approach, an internal cluster validity index is used to assess the quality of different partitionings obtained using different views. A new way of checking the compatibility of these different partitioning…

General Computer ScienceComputer science02 engineering and technologycomputer.software_genreMulti-objective optimizationCluster validity index020204 information systemsSimulated annealingNew mutation0202 electrical engineering electronic engineering information engineeringA priori and a posteriori020201 artificial intelligence & image processingData miningCluster analysisMultiple viewcomputerACM Transactions on Knowledge Discovery from Data
researchProduct

Lightfield microscopy, an emerging tool for real-time 3D imaging

2020

Integral, or lightfield, microscopy offers the possibility of capturing and processing in real time multiple views of 3D fluorescent samples captured with a single shot. In this contribution we review the recent advances in lightfield microscopy and enunciate the forthcoming challenges.

Point spread functionComputer sciencebusiness.industryComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONSingle shotIntegral photographyGeneralLiterature_MISCELLANEOUSlaw.inventionOpticsConfocal microscopylawMicroscopybusinessMultiple viewImaging and Applied Optics Congress
researchProduct