Luigi Celona

Orcid: 0000-0002-5925-2646

According to our database1, Luigi Celona authored at least 38 papers between 2016 and 2024.

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Bibliography

2024
Semi-supervised cross-lingual speech emotion recognition.
Expert Syst. Appl., March, 2024

On the Use of Visual Transformer for Image Complexity Assessment.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
NTIRE 2023 Quality Assessment of Video Enhancement Challenge.
CoRR, 2023

Improving Image Captioning Descriptiveness by Ranking and LLM-based Fusion.
CoRR, 2023

Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

A Platform for Multi-Modal Driver Behaviour Data Collection.
Proceedings of the 13th IEEE International Conference on Consumer Electronics - Berlin, 2023

Quality assessment of enhanced videos guided by aesthetics and technical quality attributes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Composition and Style Attributes Guided Image Aesthetic Assessment.
IEEE Trans. Image Process., 2022

Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Predicting Video Memorability Using a Model Pretrained with Natural Language Supervision.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022


Fast-n-Squeeze: towards real-time spectral reconstruction from RGB images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
A Genetic Algorithm to Combine Deep Features for the Aesthetic Assessment of Images Containing Faces.
Sensors, 2021

A Smart Mirror for Emotion Monitoring in Home Environments.
Sensors, 2021

Disentangling Image distortions in deep feature space.
Pattern Recognit. Lett., 2021

An Efficient Method for No-Reference Video Quality Assessment.
J. Imaging, 2021

A grid anchor based cropping approach exploiting image aesthetics, geometric composition, and semantics.
Expert Syst. Appl., 2021

An analysis of spectral similarity measures.
Proceedings of the 29th Color and Imaging Conference, 2021

ArabCeleb: Speaker Recognition in Arabic.
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

2020
No-Reference Quality Assessment of In-Capture Distorted Videos.
J. Imaging, 2020

Disentangling Image Distortions in Deep Feature Space.
CoRR, 2020

Who Is in the Crowd? Deep Face Analysis for Crowd Understanding.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Getting the most of few data for neonatal pain assessment.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

Image Memorability Using Diverse Visual Features and Soft Attention.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Autocropping: A Closer Look at Benchmark Datasets.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

High-Resolution Single Image Dehazing Using Encoder-Decoder Architecture.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019


2018
Learning quality, aesthetics, and facial attributes for image annotation.
PhD thesis, 2018

On the use of deep learning for blind image quality assessment.
Signal Image Video Process., 2018

Fine-Grained Face Annotation Using Deep Multi-Task CNN.
Sensors, 2018

Benchmark Analysis of Representative Deep Neural Network Architectures.
IEEE Access, 2018

Aesthetics Assessment of Images Containing Faces.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Blender plug-in for comparing Structure from Motion pipelines.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

A Multi-Task CNN Framework for Driver Face Monitoring.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Visual-based sentiment logging in magic smart mirrors.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

2017
Neonatal Facial Pain Assessment Combining Hand-Crafted and Deep Features.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

2016
Robust smile detection using convolutional neural networks.
J. Electronic Imaging, 2016

Predicting Image Aesthetics with Deep Learning.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016


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