Cognitive vision systems : sampling the spectrum of approaches / Henrik I. Christensen, Hans-Hellmut Nagel (eds.).Material type: TextPublisher number: 11414353Series: Serienbezeichnung | Lecture notes in computer science ; 3948. | Lecture notes in computer science. State-of-the-art survey.Publication details: Berlin ; New York : Springer, ©2006. Description: 1 online resource (viii, 365 pages) : illustrations (some color)Content type: text Media type: computer Carrier type: online resourceISBN: 354033971X; 9783540339717; 9783540339724; 3540339728; 6611390693; 9786611390693Subject(s): Computer vision -- Congresses | Cognitive science -- Congresses | Sciences cognitives -- Congr | Vision par ordinateur -- Congr | Cognitive science | Computer vision | Informatique | Cognitive science | Computer visionGenre/Form: Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Cognitive vision systems.DDC classification: 006.3/7 LOC classification: TA1634 | .C63 2006Other classification: TP391. 41-532 | SS 4800 | ST 330 | 004 | DAT 703f | DAT 760f | PSY 210f Online resources: Click here to access online
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Includes bibliographical references and index.
pt. 1. Foundations of cognitive vision systems -- pt. 2. Recognition and categorization -- pt. 3. Learning and adaptation -- pt. 4. Representation and inference -- pt. 5. Control and systems integration -- pt. 6. Conclusions -- pt. 7. References, subject index, author index.
During the last decade of the twentieth century, computer vision made considerable progress towards the consolidation of its fundaments, in particular regarding the treatment of geometry for the evaluation of stereo image pairs and of multi-view image recordings. Scientists thus began to look at basic computer vision solutions - irrespective of the well-perceived need to perfection these further - as components which should be explored in a larger context. This volume is a post-event proceedings volume and contains selected papers based on the presentations given, and the lively discussions that ensued, during a seminar held in Dagstuhl Castle, Germany, in October 2003. Co-sponsored by ECVision, the cognitive vision network of excellence, it was organized to further strengthen cooperation between research groups from different countries, and scientists active in related areas were invited from around the world. The 18 thoroughly revised papers presented are organized in topical sections on foundations of cognitive vision systems, recognition and categorization, learning and adaptation, representation and inference, control and systems integration, and conclusions.