853 citations · 1.6k across the 20 of their papers we have counts for
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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…
User Preferences Modeling and Learning for Pleasing Photo Collage Generation
Simone Bianco, Gianluigi Ciocca
In this paper we consider how to automatically create pleasing photo collages created by placing a set of images on a limited canvas area. The task is formulated as an optimization…
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…
How Far Can You Get By Combining Change Detection Algorithms?
Simone Bianco, Gianluigi Ciocca, Raimondo Schettini
Given the existence of many change detection algorithms, each with its own peculiarities and strengths, we propose a combination strategy, that we termed IUTIS (In Unity There Is S…
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…