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Machine Learning For Vision-based Motion Analysis
Theory and Techniques
| Prijs: | € 114,80 |
| Levertijd: | 3 tot 5 werkdagen |
| Bindwijze: | Boek, Gebonden |
| Genre: | Beeldende kunsttechnieken |
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Beschrijving
Based On Contributions To The International Workshop On Machine Learning For Vision-based Motion Analysis, This Volume Highlights The Latest Algorithms And Systems For Robust And Effective Vision-based Motion Understanding.
Details
| Titel: | Machine Learning For Vision-based Motion Analysis |
|---|---|
| Mediatype: | Boek |
| Bindwijze: | Gebonden |
| Taal: | Engels |
| Aantal pagina's: | 386 |
| Uitgever: | Springer London Ltd |
| Plaats van publicatie: | 03 |
| NUR: | Beeldende kunsttechnieken |
| Afmetingen: | 235 x 155 x 33 |
| Gewicht: | 813 gr |
| ISBN/ISBN13: | 9780857290564 |
| Intern nummer: | 16420529 |
Inhoudsopgave
Part I: Manifold Learning and Clustering/Segmentation.- Practical Algorithms of Spectral Clustering: Toward Large-Scale Vision-Based Motion Analysis.- Riemannian Manifold Clustering and Dimensionality Reduction for Vision-based Analysis.- Manifold Learning for Multi-dimensional Auto-regressive Dynamical Models.- Part II: Tracking.- Mixed-state Markov Models in Image Motion Analysis.- Learning to Detect Event Sequences in Surveillance Streams at Very Low Frame Rate.- Discriminative Multiple Target Tracking.- A Framework of Wire Tracking in Image Guided Interventions.- Part III: Motion Analysis and Behavior Modeling.- An Integrated Approach to Visual Attention Modeling for Saliency Detection in Videos.- Video-based Human Motion Estimation by Part-whole Gait Manifold Learning.- Spatio-temporal Motion Pattern Models of Extremely Crowded Scenes.- Learning Behavioral Patterns of Time Series for Video-surveillance.- Part IV: Gesture and Action Recognition.- Recognition of Spatiotemporal Gestures in Sign Language using Gesture Threshold HMMs.- Learning Transferable Distance Functions for Human Action Recognition.
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