Improved 3D reconstruction in smart-room environments using ToF imaging
Publication: Communication › Journal article – Annual report year: 2010
This paper presents the use of Time-of-Flight (ToF) cameras in smart-rooms and how this leads to improved results in segmenting the people in the room from the background and consequently better 3D reconstruction of foreground objects. A calibrated rig consisting of one Swissranger SR3100 Time-of-Flight range camera and a high resolution standard CCD camera is set in a smart-room containing five other standard cameras. A probabilistic background model is used to segment each view and a shape from silhouette volume is reconstructed. It is shown that the presence of the range camera gives ways of eliminating regional artifacts and therefore creating a more robust input for higher level applications such as people tracking or human motion analysis.
| Original language | English |
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| Journal | Computer Vision and Image Understanding |
| Publication date | 2010 |
| Volume | 114 |
| Journal number | 12 |
| Pages | 1376-1384 |
| ISSN | 1077-3142 |
| DOIs | |
| State | Published |
| Citations | Web of Science® Times Cited: 3 |
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ID: 5182442