Pubblicazioni

Autori:

Crocco, Marco; Cristani, Marco; Trucco, Andrea; Murino, Vittorio

Titolo:

Audio Surveillance: A Systematic Review

Anno:

2016

Tipologia prodotto:

Articolo in Rivista

Tipologia ANVUR:

Articolo su rivista

Lingua:

Inglese

Formato:

A Stampa

Referee:

Sì

Nome rivista:

ACM COMPUTING SURVEYS

ISSN Rivista:

0360-0300

N° Volume:

48

Numero o Fascicolo:

4

Intervallo pagine:

1-46

Parole chiave:

Automated surveillance, audio surveillance, multimodal surveillance

Breve descrizione dei contenuti:

Despite surveillance systems becoming increasingly ubiquitous in our living environment, automated surveillance, currently based on video sensory modality and machine intelligence, lacks most of the time the robustness and reliability required in several real applications. To tackle this issue, audio sensory devices have been incorporated, both alone or in combination with video, giving birth in the past decade, to a considerable amount of research. In this article, audio-based automated surveillance methods are organized into a comprehensive survey: A general taxonomy, inspired by the more widespread video surveillance field, is proposed to systematically describe the methods covering background subtraction, event classification, object tracking, and situation analysis. For each of these tasks, all the significant works are reviewed, detailing their pros and cons and the context for which they have been proposed. Moreover, a specific section is devoted to audio features, discussing their expressiveness and their employment in the above-described tasks. Differing from other surveys on audio processing and analysis, the present one is specifically targeted to automated surveillance, highlighting the target applications of each described method and providing the reader with a systematic and schematic view useful for retrieving the most suited algorithms for each specific requirement.

Pagina Web:

https://dl.acm.org/citation.cfm?id=2871183

Id prodotto:

99489

Handle IRIS:

11562/970367

ultima modifica:

9 novembre 2022

Citazione bibliografica:

Crocco, Marco; Cristani, Marco; Trucco, Andrea; Murino, Vittorio, Audio Surveillance: A Systematic Review «ACM COMPUTING SURVEYS» , vol. 48 , n. 4 , 2016 , pp. 1-46

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