Intelligent Motion Detection Using Compressed Sensing
| dc.contributor.author | Johnston, Heather | en_US |
| dc.contributor.author | Gupta, Siddharth | en_US |
| dc.contributor.author | Lee, Grant | en_US |
| dc.contributor.author | Padmanabhan, Veena | en_US |
| dc.date.accessioned | 2022-05-03T14:32:47Z | en_US |
| dc.date.available | 2022-05-03T14:32:47Z | en_US |
| dc.date.issued | 2005-12-23 | en_US |
| dc.description.abstract | We explore intelligent motion detecting using compressed sensing. Starting from the proof-of-concept that motion can be detected, we have created an algorithm to deterministically compute the speed of a known object under idealized conditions. We provide an explanation of its validity based on Parseval’s Theorem and propose an upper velocity resolution limit for our computation. A framework is provided for extending our work with support vector machines to automatically classify observed motion. | en_US |
| dc.description.note | This work was created using the Connexions authoring platform. This platform will be retired as of the end of 2021. This work has been migrated to PDF format for continuous access to the educational content, however any embedded links within the text to the legacy platform may no longer be accessible. | en_US |
| dc.digitization.specifications | Content was converted from legacy website (HTML) to accessible (tagged and OCRd) PDF format. | en_US |
| dc.format.extent | 48 pp | en_US |
| dc.identifier.citation | Johnston, Heather, Gupta, Siddharth, Lee, Grant, et al.. "Intelligent Motion Detection Using Compressed Sensing." (2005) Rice University: <a href="https://hdl.handle.net/1911/112238">https://hdl.handle.net/1911/112238</a>. | en_US |
| dc.identifier.digital | col10311-FINAL | en_US |
| dc.identifier.uri | https://hdl.handle.net/1911/112238 | en_US |
| dc.language.iso | eng | en_US |
| dc.publisher | Rice University | en_US |
| dc.rights | This work is licensed under a Creative Commons Attribution License (BY 2.0) | en_US |
| dc.rights.uri | https://creativecommons.org/licenses/by/2.0/ | en_US |
| dc.subject | Science and Technology | en_US |
| dc.subject.keyword | compressed sensing | en_US |
| dc.subject.keyword | intelligent motion detection | en_US |
| dc.title | Intelligent Motion Detection Using Compressed Sensing | en_US |
| dc.type.dcmi | Text | en_US |
| dc.type.genre | Instructional and educational works | en_US |
| dcterms.accessRights | freely accessible, openly licensed text | en_US |
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