Deep Learning in Biometrics
暫譯: 生物識別中的深度學習

  • 出版商: CRC
  • 出版日期: 2018-03-12
  • 售價: $4,500
  • 貴賓價: 9.5$4,275
  • 語言: 英文
  • 頁數: 328
  • 裝訂: Hardcover
  • ISBN: 1138578231
  • ISBN-13: 9781138578234
  • 相關分類: DeepLearning
  • 立即出貨 (庫存=1)

商品描述

Deep Learning is now synonymous with applied machine learning. Many technology giants (e.g. Google, Microsoft, Apple, IBM) as well as start-ups are focusing on deep learning-based techniques for data analytics and artificial intelligence. This technology applies quite strongly to biometrics. This book covers topics in deep learning, namely convolutional neural networks, deep belief network and stacked autoencoders. The focus is also on the application of these techniques to various biometric modalities: face, iris, palmprint, and fingerprints, while examining the future trends in deep learning and biometric research.

商品描述(中文翻譯)

深度學習現在已經與應用機器學習同義。許多科技巨頭(例如 Google、Microsoft、Apple、IBM)以及初創公司都專注於基於深度學習的數據分析和人工智慧技術。這項技術在生物識別方面的應用相當強大。本書涵蓋了深度學習的主題,即卷積神經網絡(convolutional neural networks)、深度信念網絡(deep belief network)和堆疊自編碼器(stacked autoencoders)。本書還重點介紹這些技術在各種生物識別模式(如臉部、虹膜、掌紋和指紋)中的應用,同時探討深度學習和生物識別研究的未來趨勢。