DocumentCode
3358240
Title
Visual tracking and segmentation using Time-of-Flight sensor
Author
Arif, Omar ; Daley, Wayne ; Vela, Patricio ; Teizer, Jochen ; Stewart, John
Author_Institution
Georgia Inst. of Technol., Atlanta, GA, USA
fYear
2010
fDate
26-29 Sept. 2010
Firstpage
2241
Lastpage
2244
Abstract
Time-of-Flight (TOF) sensors provide range information at each pixel in addition to intensity information. They are becoming more widely available and more affordable. This paper examines the utility of dense TOF range data for image segmentation and tracking. Energy based formulations for image segmentation are used, which consist of a data term and a smoothness term. The paper proposes novel methods to incorporate range information, obtained from the TOF sensor, into the data and the smoothness term of the energy. Graph cut is used to minimize the energy.
Keywords
graph theory; image segmentation; smoothing methods; tracking; data term; energy based formulation; energy minimisation; graph cut; image segmentation; smoothness term; time-of-flight sensor; visual tracking; Image edge detection; Image segmentation; Mathematical model; Minimization; Motion segmentation; Pixel; Segmentation; Time-of-flight;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1522-4880
Print_ISBN
978-1-4244-7992-4
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2010.5652979
Filename
5652979
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