Learning-Based Local Visual Representation and Indexing

Learning-Based Local Visual Representation and Indexing, reviews the state-of-the-art in visual content representation and indexing, introduces cutting-edge techniques in learning based visual representation, and discusses emerging topics in visual local representation, and introduces the most recent advances in content-based visual search techniques. Discusses state-of-the-art procedures in learning-based local visual representation.Shows how to master the basic techniques needed for building a large-scale visual search engine and indexing systemProvides insight into how machine learning techniques can be leveraged to refine the visual recognition system, especially in the part of visual feature representation. INDICE: Chapter 1 IntroductionChapter 2 Context-aware semi-local feature detectorChapter 3 Unsupervised vocabulary optimizationChapter 4 Supervised vocabulary learningChapter 5 3D Visual Descriptor Learning

• ISBN: 978-0-12-802409-6
• Editorial: Morgan Kaufmann
• Encuadernacion: Rústica
• Páginas: 128
• Fecha Publicación: 27/12/2014
• Nº Volúmenes: 1
• Idioma: Inglés