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DEVELOPMENT OF ALGORITHMS FOR GUNSHOT DETECTION
 Hrabina, Martin ; Tučková, Jana (oponent) ; Počta, Peter (oponent) ; Sigmund, Milan (vedoucí práce)
This work deals with gunshot recognition and problems connected to it. Firstly, the problem is briefly introduced and broken down to smaller steps. Next, overview of datasets is provided, relevant information sources and publications in this field, and state-of-the-art along with possible applications of gunshot recognition. The second part consists of feature selection and performance comparison. Next, sound recognition algorithms are introduced and compared, along with novel features suitable for gunshot detection. The work culminates in creating two stage gunshot detection system, with real time audio event detection. The conclusion sums up achieved results and sketches possible steps to consider for hardware realization.
Úplný záznam
DEVELOPMENT OF ALGORITHMS FOR GUNSHOT DETECTION
 Hrabina, Martin ; Tučková, Jana (oponent) ; Počta, Peter (oponent) ; Sigmund, Milan (vedoucí práce)
This work deals with gunshot recognition and problems connected to it. Firstly, the problem is briefly introduced and broken down to smaller steps. Next, overview of datasets is provided, relevant information sources and publications in this field, and state-of-the-art along with possible applications of gunshot recognition. The second part consists of feature selection and performance comparison. Next, sound recognition algorithms are introduced and compared, along with novel features suitable for gunshot detection. The work culminates in creating two stage gunshot detection system, with real time audio event detection. The conclusion sums up achieved results and sketches possible steps to consider for hardware realization.
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