Learning-Based Local Visual Representation and Indexing

Book description

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 system
  • Provides insight into how machine learning techniques can be leveraged to refine the visual recognition system, especially in the part of visual feature representation.

Product information

  • Title: Learning-Based Local Visual Representation and Indexing
  • Author(s): Rongrong Ji, Yue Gao, Ling-Yu Duan, Yao Hongxun, Qionghai Dai
  • Release date: April 2015
  • Publisher(s): Morgan Kaufmann
  • ISBN: 9780128026205