Video Object Extraction and Representation: Theory and Applications
"If you have built castles in the air, your work need not be lost; that is where they should be. Now put the foundations under them. " - Henry David Thoreau, Walden Although engineering is a study entrenched firmly in belief of pr- matism, I have always believed its impact need not be limi...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Boston, MA
Springer US
2002
|
| Series: | The International Series in Engineering and Computer Science
584 |
| Subjects: | |
| Online Access: | FHI01 BTU01 Volltext |
| Summary: | "If you have built castles in the air, your work need not be lost; that is where they should be. Now put the foundations under them. " - Henry David Thoreau, Walden Although engineering is a study entrenched firmly in belief of pr- matism, I have always believed its impact need not be limited to pr- matism. Pragmatism is not the boundaries that define engineering, just the (sometimes unforgiving) rules by which we sight our goals. This book studies two major problems of content-based video proce- ing for a media-based technology: Video Object Plane (VOP) Extr- tion and Representation, in support of the MPEG-4 and MPEG-7 video standards, respectively. After reviewing relevant image and video p- cessing techniques, we introduce the concept of Voronoi Ordered Spaces for both VOP extraction and representation to integrate shape infor- tion into low-level optimization algorithms and to derive robust shape descriptors, respectively. We implement a video object segmentation system with a novel surface optimization scheme that integrates Voronoi Ordered Spaces with existing techniques to balance visual information against predictions of models of a priori information. With these VOPs, we have explicit forms of video objects that give users the ability to - dress and manipulate video content. We outline a general methodology of robust data representation and comparison through the concept of complex partitioning mapped onto Directed Acyclic Graphs (DAGs) |
| Physical Description: | 1 Online-Ressource (XIV, 177 p) |
| ISBN: | 9780306470370 |
| DOI: | 10.1007/b117225 |
Staff View
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| author | Lin, I-Jong Kung, S. Y. |
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| author_sort | Lin, I-Jong |
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| discipline | Informatik Elektrotechnik / Elektronik / Nachrichtentechnik |
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| id | DE-604.BV045148433 |
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| indexdate | 2024-07-10T08:10:01Z |
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| isbn | 9780306470370 |
| language | English |
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| series2 | The International Series in Engineering and Computer Science |
| spelling | Lin, I-Jong Verfasser aut Video Object Extraction and Representation Theory and Applications by I-Jong Lin, S. Y. Kung Boston, MA Springer US 2002 1 Online-Ressource (XIV, 177 p) txt rdacontent c rdamedia cr rdacarrier The International Series in Engineering and Computer Science 584 "If you have built castles in the air, your work need not be lost; that is where they should be. Now put the foundations under them. " - Henry David Thoreau, Walden Although engineering is a study entrenched firmly in belief of pr- matism, I have always believed its impact need not be limited to pr- matism. Pragmatism is not the boundaries that define engineering, just the (sometimes unforgiving) rules by which we sight our goals. This book studies two major problems of content-based video proce- ing for a media-based technology: Video Object Plane (VOP) Extr- tion and Representation, in support of the MPEG-4 and MPEG-7 video standards, respectively. After reviewing relevant image and video p- cessing techniques, we introduce the concept of Voronoi Ordered Spaces for both VOP extraction and representation to integrate shape infor- tion into low-level optimization algorithms and to derive robust shape descriptors, respectively. We implement a video object segmentation system with a novel surface optimization scheme that integrates Voronoi Ordered Spaces with existing techniques to balance visual information against predictions of models of a priori information. With these VOPs, we have explicit forms of video objects that give users the ability to - dress and manipulate video content. We outline a general methodology of robust data representation and comparison through the concept of complex partitioning mapped onto Directed Acyclic Graphs (DAGs) Computer Science Image Processing and Computer Vision Signal, Image and Speech Processing Electrical Engineering Computer Graphics Multimedia Information Systems Computer science Multimedia information systems Computer graphics Image processing Electrical engineering Voronoi-Diagramm (DE-588)4226013-9 gnd rswk-swf Digitale Videotechnik (DE-588)4274176-2 gnd rswk-swf Objekterkennung (DE-588)4314334-9 gnd rswk-swf Digitale Videotechnik (DE-588)4274176-2 s Objekterkennung (DE-588)4314334-9 s Voronoi-Diagramm (DE-588)4226013-9 s 1\p DE-604 Kung, S. Y. aut Erscheint auch als Druck-Ausgabe 9780792379744 https://doi.org/10.1007/b117225 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Lin, I-Jong Kung, S. Y. Video Object Extraction and Representation Theory and Applications Computer Science Image Processing and Computer Vision Signal, Image and Speech Processing Electrical Engineering Computer Graphics Multimedia Information Systems Computer science Multimedia information systems Computer graphics Image processing Electrical engineering Voronoi-Diagramm (DE-588)4226013-9 gnd Digitale Videotechnik (DE-588)4274176-2 gnd Objekterkennung (DE-588)4314334-9 gnd |
| subject_GND | (DE-588)4226013-9 (DE-588)4274176-2 (DE-588)4314334-9 |
| title | Video Object Extraction and Representation Theory and Applications |
| title_auth | Video Object Extraction and Representation Theory and Applications |
| title_exact_search | Video Object Extraction and Representation Theory and Applications |
| title_full | Video Object Extraction and Representation Theory and Applications by I-Jong Lin, S. Y. Kung |
| title_fullStr | Video Object Extraction and Representation Theory and Applications by I-Jong Lin, S. Y. Kung |
| title_full_unstemmed | Video Object Extraction and Representation Theory and Applications by I-Jong Lin, S. Y. Kung |
| title_short | Video Object Extraction and Representation |
| title_sort | video object extraction and representation theory and applications |
| title_sub | Theory and Applications |
| topic | Computer Science Image Processing and Computer Vision Signal, Image and Speech Processing Electrical Engineering Computer Graphics Multimedia Information Systems Computer science Multimedia information systems Computer graphics Image processing Electrical engineering Voronoi-Diagramm (DE-588)4226013-9 gnd Digitale Videotechnik (DE-588)4274176-2 gnd Objekterkennung (DE-588)4314334-9 gnd |
| topic_facet | Computer Science Image Processing and Computer Vision Signal, Image and Speech Processing Electrical Engineering Computer Graphics Multimedia Information Systems Computer science Multimedia information systems Computer graphics Image processing Electrical engineering Voronoi-Diagramm Digitale Videotechnik Objekterkennung |
| url | https://doi.org/10.1007/b117225 |
| work_keys_str_mv | AT linijong videoobjectextractionandrepresentationtheoryandapplications AT kungsy videoobjectextractionandrepresentationtheoryandapplications |