3D modeling and simulation of human activities in smart spaces

A. Helal; K. Cho; W. Lee; Y. Sung; J. W. Lee; E. Kim

doi:10.1109/UIC-ATC.2012.35

3D modeling and simulation of human activities in smart spaces

A. Helal
, K. Cho
, W. Lee
, Y. Sung
, J. W. Lee
, E. Kim

Department of Computer Science and Artificial Intelligence

Research output: Contribution to conference › Paper › peer-review

29 Scopus citations

Abstract

For smart home researchers, it is essential to test activity recognition algorithms with various sets of sensory data. However, diverse sensory datasets are not always available due to several constraints, including limited budgets. Consequently, smart home simulators have recently grown in importance. However, there is still a need for realistic synthetic sensory data. This paper presents a simulator, 'Persim 3D', which relies on automatic scenario generation to create realistic sensory data. Persim 3D provides a 3D graphical user interface to help users' spatial perception, sensors that operate in real-time, similar to actual sensors, and a virtual character that lives in a virtual environment. These features allow users to generate longitudinal simulation data and eventually contribute to activity recognition research.

Original language	English
Pages	112-119
Number of pages	8
DOIs	https://doi.org/10.1109/UIC-ATC.2012.35
State	Published - 2012
Event	9th IEEE International Conference on Ubiquitous Intelligence and Computing, UIC 2012 and 9th IEEE International Conference on Autonomic and Trusted Computing, ATC 2012 - Fukuoka, Japan Duration: 4 Sep 2012 → 7 Sep 2012

Conference

Conference	9th IEEE International Conference on Ubiquitous Intelligence and Computing, UIC 2012 and 9th IEEE International Conference on Autonomic and Trusted Computing, ATC 2012
Country/Territory	Japan
City	Fukuoka
Period	4/09/12 → 7/09/12

Keywords

Activity Recognition
Pervasive space
Sensor-based simulation
Simulation toolkit
Ubiquitous computing

Access to Document

10.1109/UIC-ATC.2012.35

Cite this

Helal, A., Cho, K., Lee, W., Sung, Y., Lee, J. W., & Kim, E. (2012). 3D modeling and simulation of human activities in smart spaces. 112-119. Paper presented at 9th IEEE International Conference on Ubiquitous Intelligence and Computing, UIC 2012 and 9th IEEE International Conference on Autonomic and Trusted Computing, ATC 2012, Fukuoka, Japan. https://doi.org/10.1109/UIC-ATC.2012.35

@conference{d01cc09e0078414ea04ac29490e986e1,

title = "3D modeling and simulation of human activities in smart spaces",

abstract = "For smart home researchers, it is essential to test activity recognition algorithms with various sets of sensory data. However, diverse sensory datasets are not always available due to several constraints, including limited budgets. Consequently, smart home simulators have recently grown in importance. However, there is still a need for realistic synthetic sensory data. This paper presents a simulator, 'Persim 3D', which relies on automatic scenario generation to create realistic sensory data. Persim 3D provides a 3D graphical user interface to help users' spatial perception, sensors that operate in real-time, similar to actual sensors, and a virtual character that lives in a virtual environment. These features allow users to generate longitudinal simulation data and eventually contribute to activity recognition research.",

keywords = "Activity Recognition, Pervasive space, Sensor-based simulation, Simulation toolkit, Ubiquitous computing",

author = "A. Helal and K. Cho and W. Lee and Y. Sung and Lee, \{J. W.\} and E. Kim",

year = "2012",

doi = "10.1109/UIC-ATC.2012.35",

language = "English",

pages = "112--119",

note = "9th IEEE International Conference on Ubiquitous Intelligence and Computing, UIC 2012 and 9th IEEE International Conference on Autonomic and Trusted Computing, ATC 2012 ; Conference date: 04-09-2012 Through 07-09-2012",

}

Helal, A, Cho, K, Lee, W, Sung, Y, Lee, JW & Kim, E 2012, '3D modeling and simulation of human activities in smart spaces', Paper presented at 9th IEEE International Conference on Ubiquitous Intelligence and Computing, UIC 2012 and 9th IEEE International Conference on Autonomic and Trusted Computing, ATC 2012, Fukuoka, Japan, 4/09/12 - 7/09/12 pp. 112-119. https://doi.org/10.1109/UIC-ATC.2012.35

3D modeling and simulation of human activities in smart spaces. / Helal, A.; Cho, K.; Lee, W. et al.
2012. 112-119 Paper presented at 9th IEEE International Conference on Ubiquitous Intelligence and Computing, UIC 2012 and 9th IEEE International Conference on Autonomic and Trusted Computing, ATC 2012, Fukuoka, Japan.

Research output: Contribution to conference › Paper › peer-review

TY - CONF

T1 - 3D modeling and simulation of human activities in smart spaces

AU - Helal, A.

AU - Cho, K.

AU - Lee, W.

AU - Sung, Y.

AU - Lee, J. W.

AU - Kim, E.

PY - 2012

Y1 - 2012

N2 - For smart home researchers, it is essential to test activity recognition algorithms with various sets of sensory data. However, diverse sensory datasets are not always available due to several constraints, including limited budgets. Consequently, smart home simulators have recently grown in importance. However, there is still a need for realistic synthetic sensory data. This paper presents a simulator, 'Persim 3D', which relies on automatic scenario generation to create realistic sensory data. Persim 3D provides a 3D graphical user interface to help users' spatial perception, sensors that operate in real-time, similar to actual sensors, and a virtual character that lives in a virtual environment. These features allow users to generate longitudinal simulation data and eventually contribute to activity recognition research.

AB - For smart home researchers, it is essential to test activity recognition algorithms with various sets of sensory data. However, diverse sensory datasets are not always available due to several constraints, including limited budgets. Consequently, smart home simulators have recently grown in importance. However, there is still a need for realistic synthetic sensory data. This paper presents a simulator, 'Persim 3D', which relies on automatic scenario generation to create realistic sensory data. Persim 3D provides a 3D graphical user interface to help users' spatial perception, sensors that operate in real-time, similar to actual sensors, and a virtual character that lives in a virtual environment. These features allow users to generate longitudinal simulation data and eventually contribute to activity recognition research.

KW - Activity Recognition

KW - Pervasive space

KW - Sensor-based simulation

KW - Simulation toolkit

KW - Ubiquitous computing

UR - https://www.scopus.com/pages/publications/84869795690

U2 - 10.1109/UIC-ATC.2012.35

DO - 10.1109/UIC-ATC.2012.35

M3 - Paper

AN - SCOPUS:84869795690

SP - 112

EP - 119

T2 - 9th IEEE International Conference on Ubiquitous Intelligence and Computing, UIC 2012 and 9th IEEE International Conference on Autonomic and Trusted Computing, ATC 2012

Y2 - 4 September 2012 through 7 September 2012

ER -

3D modeling and simulation of human activities in smart spaces

Abstract

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this