67 citations · 120 across the 9 of their papers we have counts for
4 papers · 1 filter
Evaluating color texture descriptors under large variations of controlled lighting conditions
Claudio Cusano, Paolo Napoletano, Raimondo Schettini
The recognition of color texture under varying lighting conditions is still an open issue. Several features have been proposed for this purpose, ranging from traditional statistica…
Single and Multiple Illuminant Estimation Using Convolutional Neural Networks
Simone Bianco, Claudio Cusano, Raimondo Schettini
In this paper we present a method for the estimation of the color of the illuminant in RAW images. The method includes a Convolutional Neural Network that has been specially design…
CURL: Co-trained Unsupervised Representation Learning for Image Classification
Simone Bianco, Gianluigi Ciocca, Claudio Cusano
In this paper we propose a strategy for semi-supervised image classification that leverages unsupervised representation learning and co-training. The strategy, that is called CURL…
Color Constancy Using CNNs
Simone Bianco, Claudio Cusano, Raimondo Schettini
In this work we describe a Convolutional Neural Network (CNN) to accurately predict the scene illumination. Taking image patches as input, the CNN works in the spatial domain witho…