Attilio Fiandrotti

Orcid: 0000-0002-9991-6822

According to our database1, Attilio Fiandrotti authored at least 64 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge.
Sensors, March, 2024

Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray.
CoRR, 2024

Character Recognition in Byzantine Seals with Deep Neural Networks.
CoRR, 2024

Find the Lady: Permutation and Re-synchronization of Deep Neural Networks.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Towards One-Shot PCB Component Detection with YOLO.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

A Learnable EVC Intra Predictor Using Masked Convolutions.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

A Differentiable Entropy Model for Learned Image Compression.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Study of historical Byzantine seal images: the BHAI project for computer-based sigillography.
Proceedings of the 7th International Workshop on Historical Document Imaging and Processing, 2023

Shannon Strikes Again! Entropy-based Pruning in Deep Neural Networks for Transfer Learning under Extreme Memory and Computation Budgets.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Hitchhiker's Guide to White-Box Neural Network Watermarking Robustness.
Proceedings of the 11th European Workshop on Visual Information Processing, 2023

2022
Online Learning for Adaptive Video Streaming in Mobile Networks.
ACM Trans. Multim. Comput. Commun. Appl., 2022

SeReNe: Sensitivity-Based Regularization of Neurons for Structured Sparsity in Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

LOss-Based SensiTivity rEgulaRization: Towards deep sparse neural networks.
Neural Networks, 2022

Lung nodules segmentation from CT with DeepHealth toolkit.
CoRR, 2022

Deep Regression by Feature Regularization for COVID-19 Severity Prediction.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

UniToChest: A Lung Image Dataset for Segmentation of Cancerous Nodules on CT Scans.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Lung Nodules Segmentation with DeepHealth Toolkit.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

DelBERTo: A Deep Lightweight Transformer for Sentiment Analysis.
Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

2021

Learnable Descriptors for Visual Search.
IEEE Trans. Image Process., 2021

Hybrid dual stream blender for wide baseline view synthesis.
Signal Process. Image Commun., 2021

HEMP: High-order entropy minimization for neural network compression.
Neurocomputing, 2021

On the Role of Structured Pruning for Neural Network Compression.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Unitopatho, A Labeled Histopathological Dataset for Colorectal Polyps Classification and Adenoma Dysplasia Grading.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Capsule Networks with Routing Annealing.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020
DR2S: Deep Regression with Region Selection for Camera Quality Evaluation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Very Low Bitrate Semantic Compression of Airplane Cockpit Screen Content.
IEEE Trans. Multim., 2019

Securing Network Coding Architectures Against Pollution Attacks With Band Codes.
IEEE Trans. Inf. Forensics Secur., 2019

Learning and Adapting Robust Features for Satellite Image Segmentation on Heterogeneous Data Sets.
IEEE Trans. Geosci. Remote. Sens., 2019

Vehicle joint make and model recognition with multiscale attention windows.
Signal Process. Image Commun., 2019

Robust license plate recognition using neural networks trained on synthetic images.
Pattern Recognit., 2019

Online Learning for Robust Adaptive Video Streaming in Mobile Networks.
CoRR, 2019

Exploiting View Synthesis for Super-multiview Video Compression.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019

Enhancing HEVC Spatial Prediction by Context-based Learning.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Hybrid Approach to Wide Baseline View Synthesis with Convolutional Neural Networks.
Proceedings of the 2019 International Conference on 3D Immersion, 2019

Cockpit Video Coding with Temporal Prediction.
Proceedings of the 8th European Workshop on Visual Information Processing, 2019

2018
CDVSec: Privacy-preserving biometrical user authentication in the cloud with CDVS descriptors.
Pattern Recognit. Lett., 2018

Learning sparse neural networks via sensitivity-driven regularization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Feature Fusion for Robust Patch Matching with Compact Binary Descriptors.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Satellite Image Segmentation with Deep Residual Architectures for Time-Critical Applications.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
GPU-Accelerated Algorithms for Compressed Signals Recovery with Application to Astronomical Imagery Deblurring.
CoRR, 2017

Fine-grained vehicle classificationusing deep residual networks with multiscale attention windows.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Automatic license plate recognition with convolutional neural networks trained on synthetic data.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

2016
Characterization of Band Codes for Pollution-Resilient Peer-to-Peer Video Streaming.
IEEE Trans. Multim., 2016

2015
Simple Countermeasures to Mitigate the Effect of Pollution Attack in Network Coding-Based Peer-to-Peer Live Streaming.
IEEE Trans. Multim., 2015

Pollution-resilient peer-to-peer video streaming with Band Codes.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

2014
Distributed Scheduling for Low-Delay and Loss-Resilient Media Streaming With Network Coding.
IEEE Trans. Multim., 2014

Band Codes for Energy-Efficient Network Coding With Application to P2P Mobile Streaming.
IEEE Trans. Multim., 2014

Demonstrating the new compact descriptors for visual search (CDVS) standard for image retrieval on mobile devices.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Shot-based object retrieval from video with compressed Fisher Vectors.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
PISTA: Parallel Iterative Soft Thresholding algorithm for sparse image recovery.
Proceedings of the 30th Picture Coding Symposium, 2013

Distributed scheduling for scalable P2P video streaming with Network Coding.
Proceedings of the 2013 Proceedings IEEE INFOCOM Workshops, 2013

Distributed media-aware scheduling for P2P streaming with Network Coding.
Proceedings of the IEEE International Conference on Acoustics, 2013

Feedback-driven network coding for cooperative video streaming.
Proceedings of the IEEE International Conference on Acoustics, 2013

Distributed scheduling for P2P IPTV with low-delay network coding.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

2012
Band Codes: Controlled Complexity Network Coding for Peer-to-Peer Video Streaming.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Towards a P2P videoconferencing system based on low-delay network coding.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Complexity-adaptive Random Network Coding for Peer-to-Peer video streaming.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

2010
Content-adaptive traffic prioritization of spatio-temporal scalable video for robust communications over QoS-provisioned 802.11e networks.
Signal Process. Image Commun., 2010

Popularity-aware rate allocation in multiview video.
Proceedings of the Visual Communications and Image Processing 2010, 2010

2009
Content-Adaptive Robust H.264/SVC Video Communications over 802.11e Networks.
Proceedings of the IEEE 23rd International Conference on Advanced Information Networking and Applications, 2009

2008
Traffic Prioritization of H.264/SVC Video over 802.11e Ad Hoc Wireless Networks.
Proceedings of the 17th International Conference on Computer Communications and Networks, 2008

High-Performance H.264/SVC Video Communications in 802.11e Ad Hoc Networks.
Proceedings of the Traffic Management and Traffic Engineering for the Future Internet, 2008

2006
A graphical installation system for the GNU/Linux Debian distribution.
Proceedings of the Open Source Systems, 2006


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