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jtellomijares's Projects

ct_covod19 icon ct_covod19

Contain the following: the entire CT images database (class 1-3) as well as the PP results data (as binary jpg images) and GGO highlighted fused images results data (as jpg); the software code presenting the CNN for classification results (as Matlab interface); an MALAB web app example (as MLAPP file) and a demonstration video of the operation (covid19APP_1.avi).

dcnnmodels_thermographicbreast icon dcnnmodels_thermographicbreast

This repository contains all the quantitative classification results for download: IMAGES, contain the entire Thermographic Breast Images database (class 1-2, with cancer or without), as well as the Level set based results data (as jpg images) for every D CNN model; D CNN models, the software code presenting the D CNN models for classification results into 2-fold cross validation (as Matlab .m).

features-drivencnn icon features-drivencnn

We use the Herlev dataset (provided from http://mde-lab.aegean.gr/index.php/downloads). The supplementary materials for download contains: the entire cervical cells images database (class 1-2, H-SIL and L-SIL) and the ground-truth (as binary jpg images), both for obtained the synthetic cell images; classical/CNN-TRF method (as Matlab interface); Weka features and associated class for test and train experiments (as ARFF Data File) and Weka TRF, MLP, BN models for final results.

mfif icon mfif

The supplementary materials for download contains: the 50 sequences of Pap-smear images; the results; and the proposed MFIF method as Matlab interface.

multifocusimagefusion icon multifocusimagefusion

The supplementary materials for download contains: the 50 sequences of Pap-smear images; the results; and the proposed MFIF method as Matlab interface.

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