Description |
1 online resource (xii, 332 pages) : illustrations |
Series |
Lecture notes in computer science, 0302-9743 ; 7005 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition and graphics |
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Lecture notes in computer science ; 7005.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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Contents |
Machine generated contents note: On the Usefulness of Similarity Based Projection Spaces for Transfer Learning -- Metric Anomaly Detection via Asymmetric Risk Minimization / Stéphane Ayache / Amaury Habrard / Emilie Morvant -- One Shot Similarity Metric Learning for Action Recognition / Eitan Menahem / Danny Bendier / Aryeh Kontorovich -- On a Non-monotonicity Effect of Similarity Measures / Tal Hassner / Lior Wolf / Orit Kliper-Gross -- Section-Wise Similarities for Clustering and Outlier Detection of Subjective Sequential Data / Jean-Luc Bouchot / Bernhard Moser / Gernot Stübl -- Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma / Isaac Martin de Diego / Enrique Cabello / Cristina Conde / Oscar S. Siordia -- Multi-task Regularization of Generative Similarity Models / Manuele Bicego / Peter J. Schüffler / Vittorio Murino / Umberto Castellani / Aydin Ulas -- Generative Dyadic Aspect Model for Evidence Accumulation Clustering / Michael Gabbay / Maya R. Gupta / Sergey Feldman / Luca Cazzanti -- Supervised Learning of Graph Structure / André Lourenço / Ana Fred / Mário Figueiredo -- Information Theoretic Approach to Learning Generative Graph Prototypes / Luca Rossi / Andrea Torsello -- Graph Characterization via Backtrackless Paths / Lin Han / Edwin R. Hancock / Richard C. Wilson -- Impact of the Initialization in nee-Based Fast Similarity Search Techniques / Furqan Aziz / Edwin R. Hancock / Richard C. Wilson -- Multiple-Instance Learning with Instance Selection via Dominant Sets / Jose Oncina / Luisa Micó / Aureo Serrano -- Min-Sum Clustering of Protein Sequences with Limited Distance Information / Aykut Erdem / Erkut Erdem -- Model-Based Clustering of Inhomogeneous Paired Comparison Data / Maria-Florina Balcan / Heiko Röglin / Shang-Hua Teng / Yu Xia / Konstantin Voevodski |
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Note continued: Bag Dissimilarities for Multiple Instance Learning / Ludwig M. Busse / Joachim M. Buhmann -- Mutual Information Criteria for Feature Selection / David M.J. Tax / Marco Loog / Robert P.W. Damn / Veronika Cheplygina / Wan-Jui Lee -- Combining Data Sources Nonlinearly for Cell Nucleus Classification of Renal Cell Carcinoma / Edwin R. Hancock / Zhihong Zhang -- Supervised Segmentation of Fiber Tracts / Umberto Castellani / Vittorio Murino / Peter Schüffler / Aydin Ulas / Mehmet Gönen -- Exploiting Dissimilarity Representations for Person Re-identification / Emanuele Olivetti / Paolo Avesani -- Study of Embedding Methods under the Evidence Accumulation Framework / Giorgio Riviera / Fabio Roli / Riccardo Satta -- Study on the Influence of Shape in Classifying Small Spectral Data Sets / Helena Aidos / Ana Fred -- Feature Point Matching Using a Hermitian Property Matrix / Isneri Talavera / Mauricio Orozeo-Alzate / Robert P.W. Duin / Diana Porro-Muñoz |
Summary |
This book constitutes the proceedings of the First International Workshop on Similarity Based Pattern Recognition, SIMBAD 2011, held in Venice, Italy, in September 2011. The 16 full papers and 7 poster papers presented were carefully reviewed and selected from 35 submissions. The contributions are organized in topical sections on dissimilarity characterization and analysis; generative models of similarity data; graph-based and relational models; clustering and dissimilarity data; applications; spectral methods and embedding |
Analysis |
Computer science |
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Computer software |
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Database management |
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Artificial intelligence |
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Computer vision |
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Optical pattern recognition |
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Pattern Recognition |
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Image Processing and Computer Vision |
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Artificial Intelligence (incl. Robotics) |
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Algorithm Analysis and Problem Complexity |
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Information Systems Applications (incl. Internet) |
Bibliography |
Includes bibliographical references and author index |
Subject |
Pattern recognition systems -- Congresses
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Computer vision -- Congresses
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Informatique.
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Computer vision
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Pattern recognition systems
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Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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Form |
Electronic book
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Author |
Pelillo, Marcello.
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Hancock, Edwin R.
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ISBN |
9783642244711 |
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3642244718 |
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9783642244704 |
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364224470X |
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