DANTE: a video based annotation tool for smart environments

Federico Cruciani, Mark Donnelly, CD Nugent, Guido Parente, Christiano Paggetti, WP Burns

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents a novel system, which uses a set of video cameras to support the manual annotation of object interaction and person to object interaction within smart environments. The DANTE (Dynamic ANnotation system for smart Environments) system uses two stereo-based cameras to monitor and track objects, which are tagged withinexpensive paper based fiducial markers. Offline, the DANTE annotation module allows users to navigate, frame-by-frame, through recorded sessions and to annotate interesting and relevant events. The generation of annotated datasets has significant utility within the domain of smart environments to support the development of data driven context-awaresystems which require large training datasets. The current paper presents the rationale for this work, provides a technical description of the system and highlights its potential opportunities. Early experimental work, investigating a comparison with accelerometer based sensors is also briefly introduced.
LanguageEnglish
Title of host publicationUnknown Host Publication
Number of pages10
Publication statusPublished - 14 Dec 2010
EventInternational ICST Conference on Sensor Systems and Software - Miami, Florida, USA
Duration: 14 Dec 2010 → …

Conference

ConferenceInternational ICST Conference on Sensor Systems and Software
Period14/12/10 → …

Fingerprint

Video cameras
Accelerometers
Dynamical systems
Cameras
Sensors

Cite this

Cruciani, F., Donnelly, M., Nugent, CD., Parente, G., Paggetti, C., & Burns, WP. (2010). DANTE: a video based annotation tool for smart environments. In Unknown Host Publication
Cruciani, Federico ; Donnelly, Mark ; Nugent, CD ; Parente, Guido ; Paggetti, Christiano ; Burns, WP. / DANTE: a video based annotation tool for smart environments. Unknown Host Publication. 2010.
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Cruciani, F, Donnelly, M, Nugent, CD, Parente, G, Paggetti, C & Burns, WP 2010, DANTE: a video based annotation tool for smart environments. in Unknown Host Publication. International ICST Conference on Sensor Systems and Software, 14/12/10.

DANTE: a video based annotation tool for smart environments. / Cruciani, Federico; Donnelly, Mark; Nugent, CD; Parente, Guido; Paggetti, Christiano; Burns, WP.

Unknown Host Publication. 2010.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Parente, Guido

AU - Paggetti, Christiano

AU - Burns, WP

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AB - This paper presents a novel system, which uses a set of video cameras to support the manual annotation of object interaction and person to object interaction within smart environments. The DANTE (Dynamic ANnotation system for smart Environments) system uses two stereo-based cameras to monitor and track objects, which are tagged withinexpensive paper based fiducial markers. Offline, the DANTE annotation module allows users to navigate, frame-by-frame, through recorded sessions and to annotate interesting and relevant events. The generation of annotated datasets has significant utility within the domain of smart environments to support the development of data driven context-awaresystems which require large training datasets. The current paper presents the rationale for this work, provides a technical description of the system and highlights its potential opportunities. Early experimental work, investigating a comparison with accelerometer based sensors is also briefly introduced.

M3 - Conference contribution

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Cruciani F, Donnelly M, Nugent CD, Parente G, Paggetti C, Burns WP. DANTE: a video based annotation tool for smart environments. In Unknown Host Publication. 2010