Salvatore Frandina

Salvatore Frandina was born in Siena, Italy on 14th march 1985. In 2015 he obtained a PhD in Information Engineering at Department of Information Engineering and Mathematical Science of University of Siena, Italy with a research line in Artificial Intelligence (adaptive systems for information processing), discussing a Thesis on "Developmental Visual Agent - Video Scene Semantic Labeling using Deep Learning and Learning from Constraints".
In 2010 he graduated cum laude in Telecommunications Engineering (Master Degree) at the University of Siena, Italy, discussing a Thesis on "Videoconference for the Asterisk VoIP PBX: Study and Implementation". In 2007 he graduated cum laude in Telecommunications Engineering (Bachelor Degree) at the University of Siena, Italy, discussing a Thesis on "Implementation on FPGA of a Control System for Increasing the Entropy of Random Bits Generator".

Interest

  • Computer Vision:
  • Machine Learning:
  • Videoconference for Asterisk:
    • VoIP Protocols (SIP, IAX2, H.323);
    • AppConference, MCU media mixer, CONFIANCE, VMukti.
  • Segmentation of retinal vasculature:
    • Wavelets (Gabor and Morlet);
    • Supervised Classification (GMM, k-NN, LMSE, SVM);
    • Public Image Database (DRIVE, STARE).
  • Random Bits Generator:
    • Complexity Theory and Information Theory;
    • Random and Pseudo-Random Number Generators;
    • Cryptographic Algorithms;
    • Control system and FPGA.

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  • PhD Thesis / Tesi di Dottorato di Riceca
    (In English only)
    "Developmental Visual Agent - Video Scene Semantic Labeling using Deep Learning and Learning from Constraints".
    Supervisor: Prof. M. Maggini - Ciclo XXVI - 2015. (Thesis)
  • PhD material / Materiale Dottorato di Ricerca English
  • Master Degree Thesis / Tesi di Laurea Specialistica
    (In Italian only)
    "Videoconferenza per il centralino VoIP Asterisk: studio e implementazione".
    Supervisor: Prof. A. Andreadis - Co-Supervisor: Ing. S. Bonelli - A.A. 2008/2009. (Abstract)
  • Vessel Segmentation Project / Progetto di segmentazione dei capillari
    (In Italian only)
    "Studio delle tecniche di segmentazione dei capillari su fondo oculare".
    Supervisor: Prof. A. Mecocci - A.A. 2008/2009. (Abstract
  • Bachelor Degree Thesis / Tesi di Laurea Triennale
    (In Italian only)
    "Realizzazione su FPGA di un sistema di controllo per l'incremento dell'entropia di un generatore di bit casuali".
    Supervisor: Prof. V. Vignoli - Co-Supervisor: Ing. T. Addabbo - A.A. 2006/2007. (Abstract)

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