Mathematical Methodologies in Pattern Recognition and Machine Learning Contributions from the International Conference on Pattern Recognition Applications and Methods, 2012 /

This volume features key contributions from the International Conference on Pattern Recognition Applications and Methods, (ICPRAM 2012,) held in Vilamoura, Algarve, Portugal from February 6th-8th, 2012. The conference provided a major point of collaboration between researchers, engineers and practit...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Latorre Carmona, Pedro (Editor ), Sánchez, J. Salvador (Editor ), Fred, Ana L.N (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Springer Proceedings in Mathematics & Statistics, 30
Temas:
System theory.
Control theory.
Mathematical optimization.
Computer science-Mathematics.
Pattern recognition systems.
Systems Theory, Control .
Optimization.
Mathematical Applications in Computer Science.
Automated Pattern Recognition.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • On order equivalences between distance and similarity measures on sequences and trees
  • Scalable Corpus Annotation by Graph Construction and Label Propagation
  • Computing the reeb graph for triangle meshes with active contours
  • Efficient Computation of Voronoi Neighbors based on Polytope search in Pattern Recognition
  • Estimation of the common oscillation for Phase Locked Matrix Factorization
  • ASSET: Approximate Stochastic Subgradient Estimation Training for Support Vector Machines
  • Pitch-sensitive Components emerge from Hierarchical Sparse Coding of Natural Sounds
  • Generative Embeddings based on Rican Mixtures: Application to KernelBased Discriminative Classification of Magnetic Resonance Images.-Single-Frame Signal Recovery Using a Similarity-Prior Based on Pearson Type VII MRF
  • Tracking solutions of time varying linear inverse problems
  • Stacked Conditional Random Fields Exploiting Structural Consistencies
  • Segmentation of Vessel Geometries from Medical Images using GPF Deformable Model
  • Robust Deformable Model for Segmenting the Left Ventricle in 3D volumes of Ultrasound Data
  • Algorithm to maintain linear element in 3D Level Set Topology Optimization
  • Facial Expression recognition using Log-Euclidean statistical shape models.

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