Luigi Celona
Luigi Celona
Postdoctoral Fellow, University of Milano-Bicocca
Verified email at unimib.it - Homepage
Title
Cited by
Cited by
Year
Benchmark analysis of representative deep neural network architectures
S Bianco, R Cadene, L Celona, P Napoletano
IEEE Access 6, 64270-64277, 2018
3162018
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 (2), 355-362, 2018
1862018
Predicting image aesthetics with deep learning
S Bianco, L Celona, P Napoletano, R Schettini
International Conference on advanced concepts for intelligent vision systems …, 2016
292016
Robust smile detection using convolutional neural networks
S Bianco, L Celona, R Schettini
Journal of Electronic Imaging 25 (6), 063002, 2016
212016
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
172018
Neonatal facial pain assessment combining hand-crafted and deep features
L Celona, L Manoni
International Conference on Image Analysis and Processing, 197-204, 2017
172017
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
152019
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
112019
Fine-grained face annotation using deep multi-task cnn
L Celona, S Bianco, R Schettini
Sensors 18 (8), 2666, 2018
82018
Aesthetics assessment of images containing faces
S Bianco, L Celona, R Schettini
2018 25th IEEE International Conference on Image Processing (ICIP), 2820-2824, 2018
52018
A Blender plug-in for comparing Structure from Motion pipelines
D Marelli, S Bianco, L Celona, G Ciocca
2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE …, 2018
52018
CNN-based image quality assessment of consumer photographs
L Celona, R Schettini
London Imaging Meeting 2020 (1), 129-133, 2020
22020
Autocropping: A Closer Look at Benchmark Datasets
L Celona, G Ciocca, P Napoletano, R Schettini
International Conference on Image Analysis and Processing, 315-325, 2019
22019
Image memorability using diverse visual features and soft attention
M Leonardi, L Celona, P Napoletano, S Bianco, R Schettini, F Manessi, ...
International Conference on Image Analysis and Processing, 171-180, 2019
22019
Visual-based sentiment logging in magic smart mirrors
S Bianco, L Celona, P Napoletano
2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE …, 2018
22018
Learning quality, aesthetics, and facial attributes for image annotation
L Celona
Università degli Studi di Milano-Bicocca, 2018
22018
Disentangling Image Distortions in Deep Feature Space
S Bianco, L Celona, P Napoletano
Pattern Recognition Letters, 2021
12021
No-Reference Quality Assessment of In-Capture Distorted Videos
M Agarla, L Celona, R Schettini
Journal of Imaging 6 (8), 74, 2020
12020
An Efficient Method for No-Reference Video Quality Assessment
M Agarla, L Celona, R Schettini
Journal of Imaging 7 (3), 55, 2021
2021
Who Is in the Crowd? Deep Face Analysis for Crowd Understanding
S Bianco, L Celona, R Schettini
Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021
2021
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