Video Object Extraction and Representation

Theory and Applications

I-Jong Lin, S.Y. Kung (Autoren)

Buch | Softcover

177 Seiten

2013 | Softcover reprint of the original 1st ed. 2002
Springer-Verlag New York Inc.
978-1-4757-8384-1 (ISBN)

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“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).

to Content-Based Visual Processing.- Existing Techniques of Visual Processing.- Voronoi Ordered Space.- A System for Video Object Segmentation.- Robust Representation of Shape with DAGs.- A System for Image/Video Object Query by Shape.- The Future of Content-Based Video Processing.

Reihe/Serie	The Springer International Series in Engineering and Computer Science ; 584
Zusatzinfo	XIV, 177 p.
Verlagsort	New York, NY
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Informatik ► Grafik / Design ► Film- / Video-Bearbeitung
	Mathematik / Informatik ► Informatik ► Software Entwicklung
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik ► Elektrotechnik / Energietechnik
ISBN-10	1-4757-8384-1 / 1475783841
ISBN-13	978-1-4757-8384-1 / 9781475783841
Zustand	Neuware