Luigi Celona

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Simone BiancoAssociate Professor, University of Milano-BicoccaVerified email at unimib.it
Raimondo SchettiniUniversity of Milano BicoccaVerified email at unimib.it
Paolo NapoletanoAssociate Professor, University of Milano-BicoccaVerified email at unimib.it
Mirko AgarlaPhD Artificial Intelligence Politecnico Di Torino - Teaching assistant UnimiBVerified email at campus.unimib.it
Flavio PiccoliAssistant professor @ Università Milano-BicoccaVerified email at unimib.it
Gianluigi CioccaAssociate Professor - University of Milano-BicoccaVerified email at unimib.it
Alessandro RozzaChief Research Officer - lastminute.com group and Senior IEEE memberVerified email at lastminute.com
Marco LeonardiPhD student, University of Milano-Bicocca - UniMiBVerified email at campus.unimib.it
Davide MarelliPostdoctoral Fellow, University of Milano-BicoccaVerified email at unimib.it
Clara Fernandez-LabradorDisney Research | StudiosVerified email at disneyresearch.com
Daniel Vera NietoPhD student @ ETH X-Ray Tomography groupVerified email at ethz.ch
Mikhail TchobanouMoscow Power Engineering InstituteVerified email at mpei.ru
Sheryl BrahnamProfessor ITC, Missouri State UniversityVerified email at missouristate.edu
Emanuele PlebaniIUPUIVerified email at iu.edu
Danilo PauSTMicroelectronics SrlVerified email at st.com
Marco MarconPolitecnico di MilanoVerified email at polimi.it
Pegah KarimiSenior UX Researcher, Western Governors UniversityVerified email at wgu.edu
Leonardo AlchieriPhD Informatics, Università della Svizzera ItalianaVerified email at usi.ch
Giovanni Donato GalloVerified email at campus.unimib.it
Remi CadeneHugging Face

Luigi Celona

Assistant Professor, University of Milano-Bicocca

Verified email at unimib.it - Homepage

Visual quality assessment Computer vision Deep learning Machine learning


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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	969	2018
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	380	2018
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	100	2022
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	71	2019
Predicting image aesthetics with deep learning S Bianco, L Celona, P Napoletano, R Schettini Advanced Concepts for Intelligent Vision Systems: 17th International …, 2016	49	2016
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	35	2018
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	33	2019
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	30	2017
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	29	2022
Robust smile detection using convolutional neural networks S Bianco, L Celona, R Schettini Journal of Electronic Imaging 25 (6), 063002-063002, 2016	29	2016
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	20	2021
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	18	2023
An efficient method for no-reference video quality assessment M Agarla, L Celona, R Schettini Journal of Imaging 7 (3), 55, 2021	18	2021
Fine-grained face annotation using deep multi-task cnn L Celona, S Bianco, R Schettini Sensors 18 (8), 2666, 2018	18	2018
Disentangling image distortions in deep feature space S Bianco, L Celona, P Napoletano Pattern Recognition Letters 148, 128-135, 2021	17	2021
No-reference quality assessment of in-capture distorted videos M Agarla, L Celona, R Schettini Journal of Imaging 6 (8), 74, 2020	17	2020
Semi-supervised cross-lingual speech emotion recognition M Agarla, S Bianco, L Celona, P Napoletano, A Petrovsky, F Piccoli, ... Expert Systems with Applications 237, 121368, 2024	12	2024
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	11	2022
Aesthetics assessment of images containing faces S Bianco, L Celona, R Schettini 2018 25th IEEE international conference on image processing (ICIP), 2820-2824, 2018	11	2018
An analysis of spectral similarity measures M Agarla, S Bianco, L Celona, R Schettini, M Tchobanou Color and Imaging Conference 29, 300-305, 2021	10	2021

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