Publications de Giona Matasci | EPFL Graph Search

A WebGIS platform for the monitoring of Farm Animal Genetic Resources (GENMON)

Stéphane Joost, Giona Matasci, Ivo Widmer, Solange Catherine Gaillard

Background In 2007, the Food and Agriculture Organization of the United Nations (FAO) initiated the Global plan of action for Farm Animal Genetic Resources (FAnGR). The main goal of this plan is to reduce further loss of genetic diversity in farm animals, ...

Public Library of Science2017

Semi-supervised multiview embedding for hyperspectral data classification

Devis Tuia, Giona Matasci

In this paper, a method for semi-supervised multiview feature extraction based on the multiset regularized kernel canonical correlation analysis (kCCA) is proposed for the classification of hyperspectral images. The covariance matrix of this type of data i ...

Elsevier Science Bv2014

Giona Matasci

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A WebGIS platform for the monitoring of Farm Animal Genetic Resources (GENMON)

Semi-supervised multiview embedding for hyperspectral data classification

Domain adaptation in remote sensing through cross-image synthesis with dictionaries

Hierarchical sparse representation for dictionary-based classification of hyperspectral images

Statistical assessment of dataset shift in model portability of multi-angle image acquisitions

Multi-view feature extraction for hyperspectral image classification

Investigating the feature extraction framework for domain adaptation in remote sensing image classification

Hyperspectral and LiDAR data fusion for high resolution urban land cover / land use classification

A WebGIS platform for the monitoring of Farm Animal Genetic Resources (GENMON)

Semi-supervised multiview embedding for hyperspectral data classification

Domain adaptation in remote sensing through cross-image synthesis with dictionaries

Investigating the feature extraction framework for domain adaptation in remote sensing image classification

Statistical assessment of dataset shift in model portability of multi-angle image acquisitions

Multi-view feature extraction for hyperspectral image classification

Hierarchical sparse representation for dictionary-based classification of hyperspectral images

Hyperspectral and LiDAR data fusion for high resolution urban land cover / land use classification