Local Binary Patterns: New Variants and Applications:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
2014
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| Schriftenreihe: | Studies in Computational Intelligence
506 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext |
| Beschreibung: | This 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 |
| Beschreibung: | 1 Online-Ressource (X, 271 p.) 93 illus., 5 illus. in color |
| ISBN: | 9783642392894 |
| DOI: | 10.1007/978-3-642-39289-4 |
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| contents | Introduction 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 |
| ctrlnum | (OCoLC)874381611 (DE-599)BVBBV041471042 |
| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-642-39289-4 |
| format | Electronic eBook |
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| indexdate | 2024-08-01T10:55:48Z |
| institution | BVB |
| isbn | 9783642392894 |
| language | English |
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| series | Studies in Computational Intelligence |
| series2 | Studies in Computational Intelligence |
| spellingShingle | Brahnam, Sheryl Local Binary Patterns: New Variants and Applications Studies in Computational Intelligence Introduction 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 Engineering Artificial intelligence Computer vision Computational Intelligence Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Ingenieurwissenschaften Künstliche Intelligenz Klassifikator Informatik (DE-588)4288547-4 gnd Bilderkennung (DE-588)4264283-8 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| subject_GND | (DE-588)4288547-4 (DE-588)4264283-8 (DE-588)4006684-8 |
| title | Local Binary Patterns: New Variants and Applications |
| title_auth | Local Binary Patterns: New Variants and Applications |
| title_exact_search | Local Binary Patterns: New Variants and Applications |
| title_full | Local Binary Patterns: New Variants and Applications edited by Sheryl Brahnam, Lakhmi C. Jain, Loris Nanni, Alessandra Lumini |
| title_fullStr | Local Binary Patterns: New Variants and Applications edited by Sheryl Brahnam, Lakhmi C. Jain, Loris Nanni, Alessandra Lumini |
| title_full_unstemmed | Local Binary Patterns: New Variants and Applications edited by Sheryl Brahnam, Lakhmi C. Jain, Loris Nanni, Alessandra Lumini |
| title_short | Local Binary Patterns: New Variants and Applications |
| title_sort | local binary patterns new variants and applications |
| topic | Engineering Artificial intelligence Computer vision Computational Intelligence Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Ingenieurwissenschaften Künstliche Intelligenz Klassifikator Informatik (DE-588)4288547-4 gnd Bilderkennung (DE-588)4264283-8 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| topic_facet | Engineering Artificial intelligence Computer vision Computational Intelligence Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Ingenieurwissenschaften Künstliche Intelligenz Klassifikator Informatik Bilderkennung Bildverarbeitung |
| url | https://doi.org/10.1007/978-3-642-39289-4 |
| volume_link | (DE-604)BV020822171 |
| work_keys_str_mv | AT brahnamsheryl localbinarypatternsnewvariantsandapplications AT jainlc localbinarypatternsnewvariantsandapplications AT nanniloris localbinarypatternsnewvariantsandapplications AT luminialessandra localbinarypatternsnewvariantsandapplications |