279 citations · 763 across the 22 of their papers we have counts for
5 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…
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…
IAT - Image Annotation Tool: Manual
Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini
The annotation of image and video data of large datasets is a fundamental task in multimedia information retrieval and computer vision applications. In order to support the users d…