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Cybersicurezza delle città e delle case intelligenti basata sulla computer vision: monografia by Vysotska, Victoria

Cybersicurezza delle città e delle case intelligenti basata sulla computer vision: monografia

by Victoria Vysotska , Serhii Vladov , Mariia Nazarkevych
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Book cover type: Paperback
  • ISBN13: 9786209008962
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edizioni Sapienza
  • Publisher Imprint: Edizioni Sapienza
  • Publication Date:
  • Pages: 452
  • Original Price: GBP 84.3
  • Language: Italian
  • Edition: N/A
  • Item Weight: 599 grams
  • BISAC Subject(s): General

Questa monografia � dedicata allo sviluppo di sistemi intelligenti di supporto alla cybersicurezza per le smart city e le smart home utilizzando tecnologie di computer vision e metodi di intelligenza artificiale. Presenta una serie di studi pratici e prototipi implementati, tra cui un sistema di monitoraggio basato su droni per le dinamiche ambientali urbane, un sistema di controllo dei flussi di traffico delle smart city, reti neurali per il riconoscimento di immagini multispettrali e strumenti per l'analisi di flussi video e contenuti testuali. Particolare attenzione viene data alla classificazione e al clustering delle immagini, al tracciamento dello sguardo e alle applicazioni di deep learning per l'elaborazione di dati su larga scala in tempo reale. Il libro esplora anche argomenti come la valutazione della nitidezza delle immagini per i volti umani, il riconoscimento di testi ucraini in flussi video, la diagnostica spettrale degli oggetti (comprese le armi) e lo sviluppo di sistemi ibridi di archiviazione e recupero delle immagini in ambienti di big data. Questa monografia � destinata a ricercatori, ingegneri, studenti laureati e professionisti nei campi della computer vision, della cybersecurity, dell'intelligenza artificiale, delle tecnologie intelligenti e degli studi urbani digitali.

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