Learning-Based Local Visual Representation and Indexing - Rongrong Ji, Yue Gao, Ling-Yu Duan, Hongxun Yao & Qionghai Dai

Learning-Based Local Visual Representation and Indexing

By Rongrong Ji, Yue Gao, Ling-Yu Duan, Hongxun Yao & Qionghai Dai

  • Release Date: 2015-04-08
  • Genre: Computers & Internet

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.