Fusion in Computer Vision: Understanding Complex Visual Content (Advances in Computer Vision and Pattern Recognition)

  • 出版商: Springer
  • 出版日期: 2014-04-10
  • 售價: $4,320
  • 貴賓價: 9.5$4,104
  • 語言: 英文
  • 頁數: 272
  • 裝訂: Hardcover
  • ISBN: 3319056956
  • ISBN-13: 9783319056951
  • 相關分類: Computer Vision 電腦視覺

下單後立即進貨 (約1週~2週)

商品描述

This book presents a thorough overview of fusion in computer vision, from an interdisciplinary and multi-application viewpoint, describing successful approaches, evaluated in the context of international benchmarks that model realistic use cases. Features: examines late fusion approaches for concept recognition in images and videos; describes the interpretation of visual content by incorporating models of the human visual system with content understanding methods; investigates the fusion of multi-modal features of different semantic levels, as well as results of semantic concept detections, for example-based event recognition in video; proposes rotation-based ensemble classifiers for high-dimensional data, which encourage both individual accuracy and diversity within the ensemble; reviews application-focused strategies of fusion in video surveillance, biomedical information retrieval, and content detection in movies; discusses the modeling of mechanisms of human interpretation of complex visual content.