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Luigi Celona
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Benchmark analysis of representative deep neural network architectures
S Bianco, R Cadene, L Celona, P Napoletano
IEEE access 6, 64270-64277, 2018
9422018
On the use of deep learning for blind image quality assessment
S Bianco, L Celona, P Napoletano, R Schettini
Signal, Image and Video Processing 12, 355-362, 2018
3732018
Ntire 2022 spectral recovery challenge and data set
B Arad, R Timofte, R Yahel, N Morag, A Bernat, Y Cai, J Lin, Z Lin, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
892022
Ntire 2019 image dehazing challenge report
CO Ancuti, C Ancuti, R Timofte, L Van Gool, L Zhang, MH Yang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
712019
Predicting image aesthetics with deep learning
S Bianco, L Celona, P Napoletano, R Schettini
Advanced Concepts for Intelligent Vision Systems: 17th International …, 2016
492016
A multi-task CNN framework for driver face monitoring
L Celona, L Mammana, S Bianco, R Schettini
2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE …, 2018
342018
High-resolution single image dehazing using encoder-decoder architecture
S Bianco, L Celona, F Piccoli, R Schettini
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
332019
Robust smile detection using convolutional neural networks
S Bianco, L Celona, R Schettini
Journal of Electronic Imaging 25 (6), 063002-063002, 2016
292016
Neonatal facial pain assessment combining hand-crafted and deep features
L Celona, L Manoni
New Trends in Image Analysis and Processing–ICIAP 2017: ICIAP International …, 2017
282017
Composition and style attributes guided image aesthetic assessment
L Celona, M Leonardi, P Napoletano, A Rozza
IEEE Transactions on Image Processing 31, 5009-5024, 2022
242022
An efficient method for no-reference video quality assessment
M Agarla, L Celona, R Schettini
Journal of Imaging 7 (3), 55, 2021
182021
NTIRE 2023 quality assessment of video enhancement challenge
X Liu, X Min, W Sun, Y Zhang, K Zhang, R Timofte, G Zhai, Y Gao, Y Cao, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
172023
Fine-grained face annotation using deep multi-task cnn
L Celona, S Bianco, R Schettini
Sensors 18 (8), 2666, 2018
172018
A smart mirror for emotion monitoring in home environments
S Bianco, L Celona, G Ciocca, D Marelli, P Napoletano, S Yu, R Schettini
Sensors 21 (22), 7453, 2021
162021
No-reference quality assessment of in-capture distorted videos
M Agarla, L Celona, R Schettini
Journal of Imaging 6 (8), 74, 2020
162020
Disentangling image distortions in deep feature space
S Bianco, L Celona, P Napoletano
Pattern Recognition Letters 148, 128-135, 2021
152021
Understanding aesthetics with language: A photo critique dataset for aesthetic assessment
D Vera Nieto, L Celona, C Fernandez Labrador
Advances in Neural Information Processing Systems 35, 34148-34161, 2022
112022
Aesthetics assessment of images containing faces
S Bianco, L Celona, R Schettini
2018 25th IEEE international conference on image processing (ICIP), 2820-2824, 2018
112018
An analysis of spectral similarity measures
M Agarla, S Bianco, L Celona, R Schettini, M Tchobanou
Color and Imaging Conference 29, 300-305, 2021
102021
A genetic algorithm to combine deep features for the aesthetic assessment of images containing faces
L Celona, R Schettini
Sensors 21 (4), 1307, 2021
102021
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