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020 _a9781461450764
_9978-1-4614-5076-4
024 7 _a10.1007/978-1-4614-5076-4
_2doi
050 4 _aQ295
050 4 _aQA402.3-402.37
072 7 _aGPFC
_2bicssc
072 7 _aSCI064000
_2bisacsh
072 7 _aTEC004000
_2bisacsh
082 0 4 _a519
_223
100 1 _aLatorre Carmona, Pedro.
_eeditor.
245 1 0 _aMathematical Methodologies in Pattern Recognition and Machine Learning
_h[electronic resource] :
_bContributions from the International Conference on Pattern Recognition Applications and Methods, 2012 /
_cedited by Pedro Latorre Carmona, J. Salvador Sánchez, Ana L.N. Fred.
264 1 _aNew York, NY :
_bSpringer New York :
_bImprint: Springer,
_c2013.
300 _aVIII, 194 p. 58 illus., 40 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringer Proceedings in Mathematics & Statistics,
_x2194-1009 ;
_v30
505 0 _aOn 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.
520 _aThis 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 practitioners in the areas of Pattern Recognition, both from theoretical and applied perspectives, with a focus on mathematical methodologies. Contributions describe applications of pattern recognition techniques to real-world problems, interdisciplinary research, and experimental and theoretical studies which yield new insights that provide key advances in the field.    This book will be suitable for scientists and researchers in optimization, numerical methods, computer science, statistics and for differential geometers and mathematical physicists.
650 0 _aMathematics.
650 0 _aComputer science.
650 0 _aOptical pattern recognition.
650 0 _aSystems theory.
650 0 _aMathematical optimization.
650 1 4 _aMathematics.
650 2 4 _aSystems Theory, Control.
650 2 4 _aOptimization.
650 2 4 _aMath Applications in Computer Science.
650 2 4 _aPattern Recognition.
700 1 _aSánchez, J. Salvador.
_eeditor.
700 1 _aFred, Ana L.N.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781461450757
830 0 _aSpringer Proceedings in Mathematics & Statistics,
_x2194-1009 ;
_v30
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4614-5076-4
912 _aZDB-2-SMA
999 _c95306
_d95306