
- Wetzel, Johannes
Probabilistic Models and Inference for Multi-View People Detection in Overlapping Depth Images
- Kartoniert,
- KIT Scientific Publishing
- (2022)
In this work, the task of wide-area indoor people detection in a network of depth sensors is examined. In particular, we investigate how the redundant and complementary multi-view information, including the temporal context, can be jointly leveraged to improve the detection performance. We recast the problem of multi-view people detection in overlapping depth images as an inverse problem and present a generative probabilistic framework to jointly exploit the temporal multi-view image evidence.
DETAILS
- Probabilistic Models and Inference for Multi-View People Detection in Overlapping Depth Images
- Wetzel, Johannes
- Kartoniert, 204 S.
- graph. Darst.
- Sprache: Englisch
- 210 mm
- ISBN-13: 978-3-7315-1177-9
- Titelnr.: 96026408
- Gewicht: 390 g
- KIT Scientific Publishing (2022)
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