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Cognitive Vision

4th International Workshop, ICVW 2008, Santorini, Greece, May 12, 2008, Revised Selected Papers

Markus Vincze (Herausgeber)

Buch | Softcover

X, 149 Seiten

2008 | 2008
Springer Berlin (Verlag)
978-3-540-92780-8 (ISBN)

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Weareverypleasedtopresenttheproceedingsofthe4thInternationalCognitive Vision Workshop,held as part of the 6th InternationalConference on Computer Vision Systems on Santorini,Greeceduring May12-15,2008.The aim of ICVW 2008 was to document the progress of the relatively young ?eld of cognitive computer vision, bringing together researchers working and interested in this ?eld and giving them a platform to discuss the results of the di?erent European cognitive vision projects as well as international projects in this area. Original research papers were solicited in all aspects of cognitive vision, targeting the following areas in particular: - Memory: The coupling between visual perception, tasks, knowledge and the visualsystemrequiresmemory.Issuesthatareofspecialimportanceforin- grating memory into vision systems include: how to manage representations with limited resources;modelfor attention;integrationofinformationacross representations and time. - Learning and Adaptation: A system whose goal is that of interacting with the real world must be capable of learning from experience and adapting to unexpected changes. Also, there is a need for integration of multiple - sual features to enable generation of stable hypotheses, and for methods for combination of cues in the presence of uncertainty. - Categorization: Research has in particular focused on recall of speci?c - ject instances, events and actions. Whereas recently some progress has been achieved in systems that allow limited recognition of object classes, events and scenes across visual appearance, new methods are needed to enable abstractions and e?ective categorization across variations in color, surface markings, geometry, temporal scenes, context and tasks.

Face Recognition and Activity Interpretation.- Face Recognition with Biologically Motivated Boosted Features.- A New Method for Synthetic Face Generation Using Spline Curves.- Epipolar Geometry for Humanoid Robotic Heads.- Monitoring Activities of Daily Living (ADLs) of Elderly Based on 3D Key Human Postures.- Attention, Search and Maps.- Remembering Pictures of Real-World Images Using Eye Fixation Sequences in Imagery and in Recognition.- Towards a Model of Information Seeking by Integrating Visual, Semantic and Memory Maps.- An Entropy-Based Approach to the Hierarchical Acquisition of Perception-Action Capabilities.- The Role of Implicit Context Information in Guiding Visual-Spatial Attention.- Scene Interpretation.- Probabilistic Pose Recovery Using Learned Hierarchical Object Models.- Semantic Reasoning for Scene Interpretation.- Object Detection for a Humanoid Robot Using a Probabilistic Global Workspace.

Erscheint lt. Verlag	18.12.2008
Reihe/Serie	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	X, 149 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	254 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Schlagworte	Adaption • Cognition • Geometry • Hardcover, Softcover / Informatik, EDV/Informatik • humanoid robot • learning • Memory • perception • Recognition • robot • Surface • Trajectory • Uncertainty • Vision
ISBN-10	3-540-92780-8 / 3540927808
ISBN-13	978-3-540-92780-8 / 9783540927808
Zustand	Neuware