كتاب إلكتروني
Probabilistic Models and Inference for Multi-View People Detection in Overlapping Depth Images
| العنوان: | Probabilistic Models and Inference for Multi-View People Detection in Overlapping Depth Images |
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| المؤلفون: | Wetzel, Johannes |
| بيانات النشر: | Karlsruhe: KIT Scientific Publishing, 2022. |
| سنة النشر: | 2022 |
| المجموعة: | Books Imported or submitted locally |
| Original Material: | 44e29711-8d53-496b-85cc-3d10c9469be9 25 |
| مصطلحات موضوعية: | probabilistische Personendetektion, Netzwerk von 3D-Sensoren, Tiefenbilder, inverses Problem, joint multi-view person detection, depth sensor indoor surveillance, mean-field variational inference, vertical top-view indoor pedestrian detection, bic Book Industry Communication::T Technology, engineering, agriculture::TH Energy technology & engineering::THR Electrical engineering |
| الوصف: | 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. |
| نوع الوثيقة: | book |
| وصف الملف: | application/pdf |
| اللغة: | English |
| ردمك: | 978-3-7315-1177-9 3-7315-1177-0 |
| تدمد: | 2190-6629 |
| Relation: | Forschungsberichte aus der Industriellen Informationstechnik |
| DOI: | 10.5445/KSP/1000144094 |
| URL الوصول: | https://library.oapen.org/handle/20.500.12657/57538 |
| حقوق: | URL: http://creativecommons.org/licenses/by-sa/4.0 |
| ملاحظات: | ONIX_20220718_9783731511779_115 |
| رقم الأكسشن: | edsoap.20.500.12657.57538 |
| قاعدة البيانات: | OAPEN Library |
| ردمك: | 9783731511779 3731511770 |
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| تدمد: | 21906629 |
| DOI: | 10.5445/KSP/1000144094 |