Learning-Based Local Visual Representation and Indexing (Paperback)

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

  • 出版商: Morgan Kaufmann
  • 出版日期: 2015-03-23
  • 售價: $1,520
  • 貴賓價: 9.5$1,444
  • 語言: 英文
  • 頁數: 128
  • 裝訂: Paperback
  • ISBN: 0128024097
  • ISBN-13: 9780128024096
  • 立即出貨 (庫存 < 3)

買這商品的人也買了...

商品描述

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.

商品描述(中文翻譯)

《基於學習的本地視覺表示和索引》回顧了視覺內容表示和索引的最新技術,介紹了基於學習的視覺表示的尖端技術,討論了視覺本地表示的新興主題,並介紹了基於內容的視覺搜索技術的最新進展。

本書討論了基於學習的本地視覺表示的最新程序,展示了如何掌握構建大規模視覺搜索引擎和索引系統所需的基本技術,並提供了機器學習技術如何在視覺識別系統中發揮作用的深入見解,特別是在視覺特徵表示方面。