About Me
Know Me More
Hello! I'm Vincenzo Vigilante
Software Engineer experienced in Cloud/distributed computing as well as Embedded Systems and Artificial Intelligence.
Ph.D. on the topics of computer vision algorithm for embedded systems, my main published contributions concern optimized neural network architectures for the recognition of age, gender, ethinicity from facial features on low powered devices.
Work experience includes development and operations of large scale cloud services at AWS RDS; managing a small team developing smart surveillance camera applications; development of embedded software and web applications.
Look at some fun projects I did on outside work.
- Name:Vincenzo Vigilante
- Email:info@vvigilante.com
- Based:Dublin, Ireland
Skills
What I Do
Software Engineering
Serverless and serverful architecures, cloud computing, best practices, project management.
Embedded Systems
Writing efficient yet mantainable clean code, interfacing with the physical world, electronics.
Computer Vision
Processing images, vectorial programming, 3d coordinate systems, algorithms.
Artificial Intelligence
Deep learning, machine learning, inference, statistics, parallel programming, frameworks.
Web & Distributed programming
Web, asyncronous programming, threading, HTML, CSS, Javascript, frameworks, CMSs.
GNU/Linux
Operations, monitoring, scripting, hardware, networking, administration, compiling, debugging.
Portfolio
Projects
Publications
Publications
A convolutional neural network for gender recognition optimizing the accuracy/speed tradeoff
IEEE Access 8, 130771-130781, 2020
2020
47 citationscit.
Benchmarking deep network architectures for ethnicity recognition using a new large face dataset
Machine Vision and Applications 31, 1-13, 2020
2020
43 citationscit.
A deep learning based approach for detecting panels in photovoltaic plants
Proceedings of the 3rd International Conference on Applications of …, 2020
2020
41 citationscit.
Effective training of convolutional neural networks for age estimation based on knowledge distillation
Neural Computing and Applications, 1-16, 2022
2022
33 citationscit.
VF3-Light: A lightweight subgraph isomorphism algorithm and its experimental evaluation
Pattern Recognition Letters 125, 591-596, 2019
2019
25 citationscit.
A system for gender recognition on mobile robots
Proceedings of the 2nd international conference on applications of …, 2019
2019
25 citationscit.
Benchmarking deep networks for facial emotion recognition in the wild
multimedia tools and applications 82 (8), 11189-11220, 2023
2023
23 citationscit.
A parallel algorithm for subgraph isomorphism
Graph-Based Representations in Pattern Recognition: 12th IAPR-TC-15 …, 2019
2019
22 citationscit.
Emotion analysis from faces for social robotics
2019 IEEE international conference on systems, man and cybernetics (SMC …, 2019
2019
21 citationscit.
Gender recognition in the wild: a robustness evaluation over corrupted images
Journal of Ambient Intelligence and Humanized Computing 12, 10461-10472, 2021
2021
19 citationscit.
MIVIABot: a cognitive robot for smart museum
Computer Analysis of Images and Patterns: 18th International Conference …, 2019
2019
17 citationscit.
SoReNet: a novel deep network for audio surveillance applications
2019 IEEE international conference on systems, man and cybernetics (SMC …, 2019
2019
14 citationscit.
Detecting sounds of interest in roads with deep networks
Image Analysis and Processing–ICIAP 2019: 20th International Conference …, 2019
2019
12 citationscit.
Performance assessment of face analysis algorithms with occluded faces
International Conference on Pattern Recognition, 472-486, 2021
2021
9 citationscit.
Vehicles detection for smart roads applications on board of smart cameras: a comparative analysis
IEEE Transactions on Intelligent Transportation Systems 23 (7), 8077-8089, 2021
2021
4 citationscit.
Intelligent embedded systems for facial soft biometrics in social robotics
Universita degli studi di Salerno, 2021
2021
2 citationscit.
A Wearable Embedded System for Detecting Accidents while Running.
VISIGRAPP (4: VISAPP), 541-548, 2018
2018
2 citationscit.
Updated: 2024-10-04.
View all on Google Scholar
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