Vincenzo Vigilante

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Software Engineer

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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.

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

Open source implementation of intercom protocol
Embedded
Laser harp
Embedded
Scanned page post-processing
Artificial Intelligence
Mobile app
 
software-based 3d engine
Remake of a classic videogame
 
Self driving model car
Artificial Intelligence
Wearable fall detector prototype
Artificial Intelligence + Embedded
Porting of OpenWRT and DD-Wrt on my WiFi Access Point
Embedded

Publications

Publications

A convolutional neural network for gender recognition optimizing the accuracy/speed tradeoff IEEE Access 8, 130771-130781, 2020
A Greco, A Saggese, M Vento, V Vigilante

2020
48 citationscit.

Benchmarking deep network architectures for ethnicity recognition using a new large face dataset Machine Vision and Applications 31, 1-13, 2020
A Greco, G Percannella, M Vento, V Vigilante

2020
43 citationscit.

A deep learning based approach for detecting panels in photovoltaic plants Proceedings of the 3rd International Conference on Applications of …, 2020
A Greco, C Pironti, A Saggese, M Vento, V Vigilante

2020
42 citationscit.

Effective training of convolutional neural networks for age estimation based on knowledge distillation Neural Computing and Applications, 1-16, 2022
A Greco, A Saggese, M Vento, V Vigilante

2022
35 citationscit.

VF3-Light: A lightweight subgraph isomorphism algorithm and its experimental evaluation Pattern Recognition Letters 125, 591-596, 2019
V Carletti, P Foggia, A Greco, M Vento, V Vigilante

2019
26 citationscit.

A system for gender recognition on mobile robots Proceedings of the 2nd international conference on applications of …, 2019
P Foggia, A Greco, G Percannella, M Vento, V Vigilante

2019
25 citationscit.

Benchmarking deep networks for facial emotion recognition in the wild multimedia tools and applications 82 (8), 11189-11220, 2023
A Greco, N Strisciuglio, M Vento, V Vigilante

2023
24 citationscit.

Emotion analysis from faces for social robotics 2019 IEEE international conference on systems, man and cybernetics (SMC …, 2019
A Greco, A Roberto, A Saggese, M Vento, V Vigilante

2019
22 citationscit.

A parallel algorithm for subgraph isomorphism Graph-Based Representations in Pattern Recognition: 12th IAPR-TC-15 …, 2019
V Carletti, P Foggia, P Ritrovato, M Vento, V Vigilante

2019
22 citationscit.

Gender recognition in the wild: a robustness evaluation over corrupted images Journal of Ambient Intelligence and Humanized Computing 12, 10461-10472, 2021
A Greco, A Saggese, M Vento, V Vigilante

2021
20 citationscit.

MIVIABot: a cognitive robot for smart museum Computer Analysis of Images and Patterns: 18th International Conference …, 2019
A Saggese, M Vento, V Vigilante

2019
19 citationscit.

SoReNet: a novel deep network for audio surveillance applications 2019 IEEE international conference on systems, man and cybernetics (SMC …, 2019
A Greco, A Saggese, M Vento, V Vigilante

2019
14 citationscit.

Detecting sounds of interest in roads with deep networks Image Analysis and Processing–ICIAP 2019: 20th International Conference …, 2019
P Foggia, A Saggese, N Strisciuglio, M Vento, V Vigilante

2019
13 citationscit.

Performance assessment of face analysis algorithms with occluded faces International Conference on Pattern Recognition, 472-486, 2021
A Greco, A Saggese, M Vento, V Vigilante

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
A Greco, A Saggese, M Vento, V Vigilante

2021
4 citationscit.

Intelligent embedded systems for facial soft biometrics in social robotics Universita degli studi di Salerno, 2021
V Vigilante

2021
2 citationscit.

A Wearable Embedded System for Detecting Accidents while Running. VISIGRAPP (4: VISAPP), 541-548, 2018
V Carletti, A Greco, A Saggese, M Vento, V Vigilante

2018
2 citationscit.

Updated: 2024-11-20.
View all on Google Scholar

Contact

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Address

info@vvigilante.com

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