Fusion in Computer Vision
Springer International Publishing (Verlag)
978-3-319-34774-5 (ISBN)
Dr. Bogdan Ionescu is a lecturer and Coordinator of the Video Processing Group at the Image Processing and Analysis Laboratory, University Politehnica of Bucharest, Romania. Dr. Jenny Benois-Pineau is a full professor and Chair of the Video Analysis and Indexing research group at the University of Bordeaux, France. Dr. Tomas Piatrik is a senior researcher in the Multimedia and Vision Research Group at Queen Mary University of London, UK. Dr. Georges Quénot is a senior researcher at CNRS and leader of the Multimedia Information Modeling and Retrieval group at the Grenoble Informatics Laboratory, France.
A Selective Weighted Late Fusion for Visual Concept Recognition.- Bag-of-Words Image Representation: Key Ideas and Further Insight.- Hierarchical Late Fusion for Concept Detection in Videos.- Fusion of Multiple Visual Cues for Object Recognition in Video.- Evaluating Multimedia Features and Fusion for Example-Based Event Detection.- Rotation-Based Ensemble Classifiers for High Dimensional Data.- Multimodal Fusion in Surveillance Applications.- Multimodal Violence Detection in Hollywood Movies: State-of-the-Art and Benchmarking.- Fusion Techniques in Biomedical Information Retrieval.- Using Crowdsourcing to Capture Complexity in Human Interpretations of Multimedia Content.
Erscheinungsdatum | 16.09.2016 |
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Reihe/Serie | Advances in Computer Vision and Pattern Recognition |
Zusatzinfo | XIV, 272 p. 74 illus., 65 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Schlagworte | Artificial Intelligence • artificial intelligence (incl. robotics) • Bagging and Boosting Methods • Computer Science • computer vision • Contextual Fusion • Data Dimensionality Reduction • Data Mining • data mining and knowledge discovery • Early Fusion • Expert systems / knowledge-based systems • feature fusion • Graphical and digital media applications • Hierarchical and Community-Based Fusion • Image Processing • image processing and computer vision • Kernel Fusion • Late Fusion • Legal, Ethical and Social Concepts of Fusion • Metric Spaces • Multimedia Information Systems • Multimodal fusion • Normalization for Fusion • Robotics • Social Media Fusion and Mining |
ISBN-10 | 3-319-34774-8 / 3319347748 |
ISBN-13 | 978-3-319-34774-5 / 9783319347745 |
Zustand | Neuware |
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