Sergio Vitale
Assistant Professor (RTDA) at Università degli Studi di Napoli 'Parthenope'
Naples, Campania, Italy
Summary
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Senior🎓
Top SchoolSergio Vitale is an assistant professor and remote sensing specialist at Università Parthenope di Napoli with eight years of academic and research experience in designing deep learning solutions for SAR image processing. His work focuses on neural network architectures and curated training datasets for challenging SAR tasks including despeckling, InSAR, PolSAR and TomoSAR, bridging theoretical method design with practical remote sensing applications. He progressed from PhD student to postdoc and now RTDA at the same institution, reflecting continuity and deep domain expertise in radar imaging. Trained as a telecommunications engineer with top honors from Università Federico II, he combines strong signal processing foundations with modern machine learning practices. Beyond publications, he is known for hands-on dataset construction—an often underappreciated but critical element enabling reliable SAR deep learning models. Based in Naples, he contributes to advancing operational SAR processing techniques that support both scientific and applied remote sensing needs.
8 years of coding experience
3 years of employment as a software developer
Laurea Magistrale, Telecommunications Engineering, 110/110 e lode, Laurea Magistrale, Telecommunications Engineering, 110/110 e lode at Università degli Studi di Napoli 'Federico II'Laurea triennale, Telecommunications Engineering, 105/110, Laurea triennale, Telecommunications Engineering, 105/110 at Università degli Studi di Napoli Federico II
Github Skills (14)
python7
pytorch6
deep-learning6
synthetic3
llc3
denoising2
sar2
earth2
insar2
big-data1
convolutional-neural-networks1
tensorflow1
super-resolution1
neural-network1
Programming languages (2)
Github contributions (5)
sergiovitale/pansharpening-cnn-python-version
Mar 2018 - Nov 2019
This is the python implementation of the paper Target-Adaptive CNN Based Pansharpening.
Contributions:1 release, 32 commits, 31 pushes in 1 year 9 months
pytorchpythondeep-learningadaptivepython-implementation
sergiovitale/pansharpening-cnn-matlab-version
Nov 2019 - Nov 2019
Contributions:27 commits, 26 pushes, 1 branch in 2 days
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