Learning-Based Local Visual Representation and Indexing

Rongrong Ji (Author), Yue Gao (Author), Ling-Yu Duan (Author), Hongxun Yao (Author), Qionghai Dai (Author)

9780128024096

Paperback, published 24 March 2015

128 pages
22.9 x 15.1 x 1 cm, 0.23 kg

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.

Chapter 1 IntroductionChapter 2 Context-aware semi-local feature detectorChapter 3 Unsupervised vocabulary optimizationChapter 4 Supervised vocabulary learningChapter 5 3D Visual Descriptor Learning

Subject Areas: Computer vision [UYQV], Machine learning [UYQM]