Image understanding in unstructured environment:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific
©1988
|
| Schriftenreihe: | Series in automation
vol. 2 |
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | A knowledge-based information manager for autonomous vehicles / Thomas M. Strat and Grahame B. Smith -- Plausible reasoning in classification problem solving / Lashon B. Booker -- A region correspondence approach to the recovery of 3-dimensional motion and structure in dynamic scenes / Seetharaman Gunasekaran and Tzay Y. Young -- Spherical analysis in computer vision and image understanding / Michael A. Penna and Su-shing Chen -- Spatial information processing-understanding remote sensing images / Mingchuan Zhang and Su-shing Chen Includes bibliographical references In the development of autonomous sensory controlled systems, image understanding of sensory data is a difficult but important topic. Due to the unpredictable and uncertain nature of the environment, current image processing and computer vision approaches are not adequate to provide the capabilities needed by the systems. Thus, new approaches are required in the overall system design, including sophisticated reasoning processes, uncertainty management and adaptable architectures. This general issue is addressed by Thomas M Strat and Grahame B Smith. Lashon B Booker discusses the Bayesian approach in plausible reasoning for classification of complex ship images based on incomplete and uncertain evidence. Dynamic scene analysis is treated by Seetharaman Gunasekaran and Tzay Y Young. A spherical perspective approach is introduced to overcome some limitations of the current vision systems by Michael Penna and Su-shing Chen. Finally, Markov image models and their pixel-level approaches are extended to global approaches, through Dempster-Shafer and other techniques, by Mingchuan Zhang and Su-shing Chen |
| Beschreibung: | 1 Online-Ressource (vii, 208 pages) |
| ISBN: | 1283635763 9781283635769 9789812812391 9789971504779 9789971504786 9812812393 9971504774 9971504782 |
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| discipline | Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
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| indexdate | 2024-07-10T07:17:47Z |
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| isbn | 1283635763 9781283635769 9789812812391 9789971504779 9789971504786 9812812393 9971504774 9971504782 |
| language | English |
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| spelling | Image understanding in unstructured environment editor, Su-shing Chen Singapore World Scientific ©1988 1 Online-Ressource (vii, 208 pages) txt rdacontent c rdamedia cr rdacarrier Series in automation vol. 2 A knowledge-based information manager for autonomous vehicles / Thomas M. Strat and Grahame B. Smith -- Plausible reasoning in classification problem solving / Lashon B. Booker -- A region correspondence approach to the recovery of 3-dimensional motion and structure in dynamic scenes / Seetharaman Gunasekaran and Tzay Y. Young -- Spherical analysis in computer vision and image understanding / Michael A. Penna and Su-shing Chen -- Spatial information processing-understanding remote sensing images / Mingchuan Zhang and Su-shing Chen Includes bibliographical references In the development of autonomous sensory controlled systems, image understanding of sensory data is a difficult but important topic. Due to the unpredictable and uncertain nature of the environment, current image processing and computer vision approaches are not adequate to provide the capabilities needed by the systems. Thus, new approaches are required in the overall system design, including sophisticated reasoning processes, uncertainty management and adaptable architectures. This general issue is addressed by Thomas M Strat and Grahame B Smith. Lashon B Booker discusses the Bayesian approach in plausible reasoning for classification of complex ship images based on incomplete and uncertain evidence. Dynamic scene analysis is treated by Seetharaman Gunasekaran and Tzay Y Young. A spherical perspective approach is introduced to overcome some limitations of the current vision systems by Michael Penna and Su-shing Chen. Finally, Markov image models and their pixel-level approaches are extended to global approaches, through Dempster-Shafer and other techniques, by Mingchuan Zhang and Su-shing Chen TECHNOLOGY & ENGINEERING / Robotics bisacsh Computer vision fast Image processing / Digital techniques fast Aufsatzsammlung swd Bildverarbeitung swd Maschinelles Sehen swd Image processing Digital techniques Computer vision Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Bildverarbeitung (DE-588)4006684-8 s Maschinelles Sehen (DE-588)4129594-8 s 2\p DE-604 Mustererkennung (DE-588)4040936-3 s 3\p DE-604 Chen, Su-shing Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=491505 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Image understanding in unstructured environment TECHNOLOGY & ENGINEERING / Robotics bisacsh Computer vision fast Image processing / Digital techniques fast Aufsatzsammlung swd Bildverarbeitung swd Maschinelles Sehen swd Image processing Digital techniques Computer vision Bildverarbeitung (DE-588)4006684-8 gnd Mustererkennung (DE-588)4040936-3 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| subject_GND | (DE-588)4006684-8 (DE-588)4040936-3 (DE-588)4129594-8 (DE-588)4143413-4 |
| title | Image understanding in unstructured environment |
| title_auth | Image understanding in unstructured environment |
| title_exact_search | Image understanding in unstructured environment |
| title_full | Image understanding in unstructured environment editor, Su-shing Chen |
| title_fullStr | Image understanding in unstructured environment editor, Su-shing Chen |
| title_full_unstemmed | Image understanding in unstructured environment editor, Su-shing Chen |
| title_short | Image understanding in unstructured environment |
| title_sort | image understanding in unstructured environment |
| topic | TECHNOLOGY & ENGINEERING / Robotics bisacsh Computer vision fast Image processing / Digital techniques fast Aufsatzsammlung swd Bildverarbeitung swd Maschinelles Sehen swd Image processing Digital techniques Computer vision Bildverarbeitung (DE-588)4006684-8 gnd Mustererkennung (DE-588)4040936-3 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| topic_facet | TECHNOLOGY & ENGINEERING / Robotics Computer vision Image processing / Digital techniques Aufsatzsammlung Bildverarbeitung Maschinelles Sehen Image processing Digital techniques Mustererkennung |
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