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GART: The Gesture and Activity Recognition Toolkit
[chapter]
Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments
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The Gesture and Activity Recognition Toolit (GART) is a user interface toolkit designed to enable the development of gesturebased applications. ...
Furthermore, we detail the components of the toolkit and present two example gesture recognition applications. ...
This material is supported, in part, by the Electronics and Telecommunications Research Institute (ETRI). ...
doi:10.1007/978-3-540-73110-8_78
dblp:conf/hci/LyonsBWKS07
fatcat:pzgicwetb5a7tpqbib5ysbrkja
PyGmI
2010
Proceedings of the 6th Nordic Conference on Human-Computer Interaction Extending Boundaries - NordiCHI '10
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The gesture recognition uses color segmentation, tracking and the Gesture and Activity Recognition Toolkit (GART). ...
This article presents PyGmI, its setup, the designed gestures, the recognition modules, an application using it and finally an evaluation. ...
For the entire gesture recognition the libraries Emgu CV and OpenCV are used. The library used for the gesture identification is the Gesture and Activity Recognition Toolkit (GART) [5] . ...
doi:10.1145/1868914.1869026
dblp:conf/nordichi/SchwallerLK10
fatcat:hxgggmlz3jfwfitfqjkrqldoju
The Gesture Watch: A Wireless Contact-free Gesture based Wrist Interface
2007
2007 11th IEEE International Symposium on Wearable Computers
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Overall, we attained a recognition accuracy of 95.5% and found that the Gesture Watch worked well in both indoor and outdoor environments and while mobile. ...
The Gesture Watch utilizes an array of infrared proximity sensors to sense hand gestures made over the device and interprets the gestures using hidden Markov models. ...
For recognition we are using the Gesture and Activity Recognition Toolkit (GART) [3] . GART is a toolkit built to facilitate the development and exploration of gesture recognition applications. ...
doi:10.1109/iswc.2007.4373770
dblp:conf/iswc/KimHLS07
fatcat:mmjfadofljh7tom2roos6f2um4
MAGIC 2.0: A web tool for false positive prediction and prevention for gesture recognition systems
2011
Face and Gesture 2011
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Using iSAX on the EGL, we also develop a "garbage" class and show that including this class in recognition reduces errors. ...
False positives are a common problem for interfaces that rely on gesture recognition. ...
Acknowledgements Thanks to ETRI, Google, and NSF for their support of this project, and David Minnen for the use of his SAX creation picture. ...
doi:10.1109/fg.2011.5771412
dblp:conf/fgr/KohlsdorfSA11
fatcat:ysyk7shxm5fqxek66wk4od7mwa
CrowdLearner
2013
Proceedings of the 26th annual ACM symposium on User interface software and technology - UIST '13
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We evaluated the system by experimenting with 6 recognition tasks concerning motion gestures, touchscreen gestures, and activity recognition. ...
CrowdLearner allows a developer to easily create a recognition task, distribute it to the crowd, and monitor its progress as more data becomes available. ...
. * Several off-the-shelf machine learning tools such as Weka [28] and GART [27] , and lightweight recognition algorithms such as the $1 recognizer [29] have gained traction with developers and researchers ...
doi:10.1145/2501988.2502029
dblp:conf/uist/AminiL13
fatcat:4yleoz2zw5fk7byzfgiv7xlc6i
Action Datasets and MHI
[chapter]
2012
SpringerBriefs in Computer Science
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There are a number of benchmark datasets for action, activity, gesture, and gait recognition. In this chapter, we present mainly those which are used to evaluate the MHI or its variants. ...
Brashear H, Kim J, Lyons K, Starner T, Westeyn T (2007) GART: the gesture and activity recognition toolkit. International conference on human-computer interaction 414. ...
) Movement, activity, and action: the role of knowledge in the perception of motion. ...
doi:10.1007/978-1-4471-4730-5_4
fatcat:kvnpmq3zgbeftjrnnscq4gxed4
Designing Tabletop and Surface Applications Using Interactive Prototypes
[article]
2013
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In order to help designers of touch-based applications this research presents an approach that allows designers to create their own application-specific hand, finger or tag-based gestures and evaluate ...
Innovative possibilities of interacting with touch-based devices come with the cost of having interaction designers to determine if users consider the interactions natural and easy to use. ...
In a similar fashion as the approach in this thesis, there are tools that provide users with user-friendly ways for creating gestures. A gesture recognition toolkit, GART, is described by Lyons et al. ...
doi:10.11575/prism/25586
fatcat:xx2nf3pxs5awrmvgwlstz6h7nu
Sensor Web
[chapter]
Handbook of Research on Developments and Trends in Wireless Sensor Networks
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OSWA uses open source and grid technologies to meet the challenging needs of collecting and analyzing observational data and making it accessible for aggregation, archiving and decision making. ...
OSWA is built upon a uniform set of operations and standard data representations as defined in the Sensor Web Enablement Method (SWE) by the Open Geospatial Consortium (OGC). ...
Two open source components are used by the Recognizer, the Gesture and Activity Recognition Toolkit (GART) (GART, 2008) and the Hidden Markov Model Toolkit (CU-HTK) ("HTK Speech Recognition", 2008) ...
doi:10.4018/978-1-61520-701-5.ch020
fatcat:k6l74on2mjcfzhdmlufcaloff4
AR Magic Lenses: Addressing the Challenge of Focus and Context in Augmented Reality
[article]
2008
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To support rapid exploration of interaction alternatives with AR Magic Lenses, I describe the design and architecture of osgART, an AR development toolkit that is available to the research community as ...
In recent years, technical advances in the field of Augmented Reality (AR), coupled with the acceleration in computer and graphics processing power, have brought robust and affordable AR within the reach ...
The sheet is manipulated with two physical handles, introducing interesting possibilities based on bimanual interaction and gesture recognition. ...
doi:10.26021/1931
fatcat:ndq53xb2jndutggwixw4ail5nq
Representing and redefining specialised knowledge: variety in LSP
[article]
2019
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in practical terms, so as to facilitate activities, solve problems and bypass obstacles, not just in specialised domains but also in everyday life. ...
is made and given shape in representation [and] the process of representation is identical to the shaping of knowledge. ...
field of Linguistics, Art, 5 BootCaT front-end is a graphical interface for the BootCaT toolkit (Baroni/Bernardini 2004) which automates the process of finding reference texts on the Web and collating ...
doi:10.6092/978-88-97253-03-7
fatcat:ucc47p7v75bvvmv63kgei4wupm
Tropical transplantations : drugs, nature, and globalization in the Portuguese and British Empires, 1640-1755
[article]
2017
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inspired a new interest in African history that I owe to their conversations both in the classroom and at the Crown and Anchor. ...
I want to acknowledge in particular Felipe Cruz, Chrisopher Heaney, Brian Jones, and Cameron Strang for their friendship and kindness over the past seven years. ...
My aim here has been to navigate between a recognition of the inherent biological features of drugs and their cultural construction. ...
doi:10.15781/t2ww7752v
fatcat:vcdlsza445aqnnoamvmczru3zi