LEADER 04944nam 22008055 450 001 9910438151803321 005 20251113203603.0 010 $a1-283-84911-9 010 $a1-4614-5076-4 024 7 $a10.1007/978-1-4614-5076-4 035 $a(CKB)2670000000278755 035 $a(EBL)1030844 035 $a(OCoLC)821020903 035 $a(SSID)ssj0000796247 035 $a(PQKBManifestationID)11441341 035 $a(PQKBTitleCode)TC0000796247 035 $a(PQKBWorkID)10787000 035 $a(PQKB)10231195 035 $a(DE-He213)978-1-4614-5076-4 035 $a(MiAaPQ)EBC1030844 035 $a(PPN)168301970 035 $a(EXLCZ)992670000000278755 100 $a20121116d2013 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aMathematical Methodologies in Pattern Recognition and Machine Learning $eContributions from the International Conference on Pattern Recognition Applications and Methods, 2012 /$fedited by Pedro Latorre Carmona, J. Salvador Sánchez, Ana L.N. Fred 205 $a1st ed. 2013. 210 1$aNew York, NY :$cSpringer New York :$cImprint: Springer,$d2013. 215 $a1 online resource (199 p.) 225 1 $aSpringer Proceedings in Mathematics & Statistics,$x2194-1017 ;$v30 300 $aDescription based upon print version of record. 311 08$a1-4939-0092-7 311 08$a1-4614-5075-6 320 $aIncludes bibliographical references. 327 $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. 330 $aThis volume features key contributions from the International Conference on Pattern Recognition Applications and Methods, (ICPRAM 2012,) held in Vilamoura, Algarve, Portugal from February 6th-8th, 2012. The conference provided a major point of collaboration between researchers, engineers and practitioners in the areas of Pattern Recognition, both from theoretical and applied perspectives, with a focus on mathematical methodologies. Contributions describe applications of pattern recognition techniques to real-world problems, interdisciplinary research, and experimental and theoretical studies which yield new insights that provide key advances in the field.    This book will be suitable for scientists and researchers in optimization, numerical methods, computer science, statistics and for differential geometers and mathematical physicists. 410 0$aSpringer Proceedings in Mathematics & Statistics,$x2194-1017 ;$v30 606 $aSystem theory 606 $aControl theory 606 $aMathematical optimization 606 $aComputer science$xMathematics 606 $aPattern recognition systems 606 $aSystems Theory, Control 606 $aOptimization 606 $aMathematical Applications in Computer Science 606 $aAutomated Pattern Recognition 615 0$aSystem theory. 615 0$aControl theory. 615 0$aMathematical optimization. 615 0$aComputer science$xMathematics. 615 0$aPattern recognition systems. 615 14$aSystems Theory, Control. 615 24$aOptimization. 615 24$aMathematical Applications in Computer Science. 615 24$aAutomated Pattern Recognition. 676 $a006.31 701 $aCarmona$b Pedro Latorre$01757964 701 $aSanchez$b J. Salvador$01749924 701 $aFred$b Ana L. N$01749925 712 12$aInternational Conference on Pattern Recognition Applications and Methods 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910438151803321 996 $aMathematical methodologies in pattern recognition and machine learning$94196000 997 $aUNINA