LEADER 04998nam 22006495 450 001 9910299725003321 005 20200701011437.0 010 $a3-642-39289-X 024 7 $a10.1007/978-3-642-39289-4 035 $a(CKB)3710000000078641 035 $a(DE-He213)978-3-642-39289-4 035 $a(SSID)ssj0000987985 035 $a(PQKBManifestationID)11549732 035 $a(PQKBTitleCode)TC0000987985 035 $a(PQKBWorkID)10948935 035 $a(PQKB)11282051 035 $a(MiAaPQ)EBC3092107 035 $a(PPN)172428025 035 $a(EXLCZ)993710000000078641 100 $a20130831d2014 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aLocal Binary Patterns: New Variants and Applications /$fedited by Sheryl Brahnam, Lakhmi C. Jain, Loris Nanni, Alessandra Lumini 205 $a1st ed. 2014. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2014. 215 $a1 online resource (X, 271 p. 93 illus., 5 illus. in color.) 225 1 $aStudies in Computational Intelligence,$x1860-949X ;$v506 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-39288-1 320 $aIncludes bibliographical references. 327 $aIntroduction to LBP: New Variants and New Applications by Sheryl Brahnam, Lakhmi C. Jain, Alessandra Lumini, Loris Nanni -- A Unifying Framework for LBP and Related Methods, Francesco Bianconi and Antonio Fernández -- Local Phase Quantization for Blur Insensitive Texture Description, Janne Heikkilä, Esa Rahtu, and Ville Ojansivu -- The Geometric Local Textural Patterns (GLTP) Technique, S. A. Orjuela Vargas, J. P. Yañez Puentes, and W. Philips -- Local Configuration Features and Discriminative Learnt Features for Texture Description, Yimo Guo, Guoying Zhao, and Matti Pietikäinen -- Heterogeneous Ensemble of Classifiers for Sub-Cellular Image Classification Based on Local Ternary Patterns, Loris Nanni, Michelangeo Paci, and Stefano Severi -- Fuzzy Local Binary Patterns, Stamos Katsigiannis, Eystratios Keramidas, Dimitris Maroulis -- Ensemble of Local Phase Quantization Variants with Ternary Encoding, Loris Nanni, Sheryl Brahnam, Alessandra Lumini, and Tonya Barrier -- State-of-the-Art LBP Descriptor for Face Recognition, Cho Ho Chan, Josef Kittler, and Norman Poh -- Thermal Face Recognition in Unconstrained Environments Using Histograms of LBP Features, Javier Ruiz-del-Solar, Rodrigo Verschae, Gabriel Hermosilla, and Mauricio Correa -- Histogram-Tensorial Gaussian Representations and its Applications to Facial Analysis, John A. Ruiz Hernandez, James L. Crowley, Augustin Lux, and Matti Pietikäinen. 330 $aThis book introduces Local Binary Patterns (LBP), arguably one of the most powerful texture descriptors, and LBP variants. This volume provides the latest reviews of the literature and a presentation of some of the best LBP variants by researchers at the forefront of textual analysis research and research on LBP descriptors and variants. The value of LBP variants is illustrated with reported experiments using many databases representing a diversity of computer vision applications in medicine, biometrics, and other areas. There is also a chapter that provides an excellent theoretical foundation for texture analysis and LBP in particular. A special section focuses on LBP and LBP variants in the area of face recognition, including thermal face recognition. This book will be of value to anyone already in the field as well as to those interested in learning more about this powerful family of texture descriptors. 410 0$aStudies in Computational Intelligence,$x1860-949X ;$v506 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aOptical data processing 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aOptical data processing. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aImage Processing and Computer Vision. 676 $a006.3 702 $aBrahnam$b Sheryl$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aJain$b Lakhmi C$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNanni$b Loris$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLumini$b Alessandra$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910299725003321 996 $aLocal Binary Patterns: New Variants and Applications$92075321 997 $aUNINA