Vincenzo Vigilante

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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.

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Portfolio

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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
46 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
38 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
38 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
32 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
23 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
23 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
21 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
19 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
18 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
18 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
15 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
13 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
11 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
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
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
citationscit.

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

2021
citationcit.

Updated: 2024-07-16.
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