18 citations · 25 across the 7 of their papers we have counts for
8 papers · 1 filter
Shallow camera pipeline for night photography rendering
Simone Zini, Claudio Rota, Marco Buzzelli +2
We introduce a camera pipeline for rendering visually pleasing photographs in low light conditions, as part of the NTIRE2022 Night Photography Rendering challenge. Given the nature…
Illumination Estimation Challenge: experience of past two years
Egor Ershov, Alex Savchik, Ilya Semenkov +15
Illumination estimation is the essential step of computational color constancy, one of the core parts of various image processing pipelines of modern digital cameras. Having an acc…
Spatial Sampling Network for Fast Scene Understanding
Davide Mazzini, Raimondo Schettini
We propose a network architecture to perform efficient scene understanding. This work presents three main novelties: the first is an Improved Guided Upsampling Module that can repl…
Multitask Painting Categorization by Deep Multibranch Neural Network
Simone Bianco, Davide Mazzini, Paolo Napoletano +1
In this work we propose a new deep multibranch neural network to solve the tasks of artist, style, and genre categorization in a multitask formulation. In order to gather clues fro…
Learning Illuminant Estimation from Object Recognition
Marco Buzzelli, Joost van de Weijer, Raimondo Schettini
In this paper we present a deep learning method to estimate the illuminant of an image. Our model is not trained with illuminant annotations, but with the objective of improving pe…
Aesthetics Assessment of Images Containing Faces
Simone Bianco, Luigi Celona, Raimondo Schettini
Recent research has widely explored the problem of aesthetics assessment of images with generic content. However, few approaches have been specifically designed to predict the aest…