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Zhu, Ke und d'Angelo, Pablo und Butenuth, Matthias (2011) A Performance Study on Different Stereo Matching Costs using Airborne Image Sequences and Satellite images. In: Photogrammetric Image Analysis Lecture Notes in Computer Sciences (LNCS) , 6952. Springer. Seiten 159-170. ISBN 978-3-642-24392-9. ISSN 0302-9743.
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Offizielle URL: http://www.springerlink.com/content/w118m8v0rq4hk182/
Kurzfassung
Most recent stereo algorithms are designed to perform well on close range stereo datasets with relatively small baselines and good radiometric conditions. In this paper, different matching costs on the Semi-Global Matching algorithm are evaluated and compared using aerial image sequences and satellite images with ground truth. The influence of various cost functions on the stereo matching performance using datasets with different baseline lengths and natural radiometric changes is evaluated. A novel matching cost merging Mutual Information and Census is introduced and shows the highest robustness and accuracy. Our study indicates that using an adaptively weighted combination of Mutual Information and Census as matching cost can improve the peformance of stereo matching for airborne image sequences and satellite images.
| elib-URL des Eintrags: | https://elib.dlr.de/72115/ | ||||||||||||||||||||||||
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| Dokumentart: | Beitrag in einem Lehr- oder Fachbuch | ||||||||||||||||||||||||
| Titel: | A Performance Study on Different Stereo Matching Costs using Airborne Image Sequences and Satellite images | ||||||||||||||||||||||||
| Autoren: |
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| Datum: | 5 Oktober 2011 | ||||||||||||||||||||||||
| Erschienen in: | Photogrammetric Image Analysis | ||||||||||||||||||||||||
| Referierte Publikation: | Ja | ||||||||||||||||||||||||
| Open Access: | Nein | ||||||||||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||||||||||
| In SCOPUS: | Nein | ||||||||||||||||||||||||
| In ISI Web of Science: | Nein | ||||||||||||||||||||||||
| Band: | 6952 | ||||||||||||||||||||||||
| Seitenbereich: | Seiten 159-170 | ||||||||||||||||||||||||
| Herausgeber: |
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| Verlag: | Springer | ||||||||||||||||||||||||
| Name der Reihe: | Lecture Notes in Computer Sciences (LNCS) | ||||||||||||||||||||||||
| ISSN: | 0302-9743 | ||||||||||||||||||||||||
| ISBN: | 978-3-642-24392-9 | ||||||||||||||||||||||||
| Status: | veröffentlicht | ||||||||||||||||||||||||
| Stichwörter: | Dense stereo matching, cost function, performance, observation constraints | ||||||||||||||||||||||||
| HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||||||
| HGF - Programm: | Verkehr | ||||||||||||||||||||||||
| HGF - Programmthema: | Verkehrsmanagement (alt) | ||||||||||||||||||||||||
| DLR - Schwerpunkt: | Verkehr | ||||||||||||||||||||||||
| DLR - Forschungsgebiet: | V VM - Verkehrsmanagement | ||||||||||||||||||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | V - VABENE (alt) | ||||||||||||||||||||||||
| Standort: | Oberpfaffenhofen | ||||||||||||||||||||||||
| Institute & Einrichtungen: | Institut für Methodik der Fernerkundung > Photogrammetrie und Bildanalyse | ||||||||||||||||||||||||
| Hinterlegt von: | d'Angelo, Dr. Pablo | ||||||||||||||||||||||||
| Hinterlegt am: | 01 Dez 2011 08:27 | ||||||||||||||||||||||||
| Letzte Änderung: | 19 Apr 2013 08:35 |
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