Computational Formalism :Art History and Machine Learning.

  • 作者: Wasielewski, Amanda.
  • 出版:
  • 版本: 1st ed.
  • 稽核項: 1 online resource (202 pages).
  • 標題: Electronic books.
  • ISBN: 0262374749 , 9780262374743
  • ISBN: 9780262545648
  • 試查全文@TNUA:
  • 附註: Intro -- Series Page -- Title Page -- Copyright Page -- Dedication -- Table of Contents -- Series Foreword -- Acknowledgments -- Introduction: Return to Form -- Machine Learning and Computer Vision -- The New Science Wars -- Digital Art History -- Objectivity and Cultural Studies -- Art History and Objectivity -- Computational Formalism -- Questions of Style -- 1. The Shape of Data -- Digitization and Dataset Creation -- The Semantic Gap -- Artificial ArtHistorian -- Image Selection -- Image Categorization -- Stylistic Determinism -- Style Unsupervised -- Stylistic Devices -- 2. Deep Connoisseurship -- Cat, Dog, or Virgin Mary? -- Value, Fame, and the Artist's Hand -- Opening the Black Box -- The Business of Authenticity -- Next-Level Forgeries and Fakes -- An Artificial Artist? -- Poor Images -- 3. Conclusion: Man, Machine, Metaphor -- The Rise of the Humanities Lab -- Foreign Metaphors as Interdisciplinary Tool -- Appendix: Classification by Artistic Style, Publications in Computer Science, 2005-2021, Including the Development and Utilization of Fine Art Datasets -- Index.
  • 電子資源: Click to View
  • 系統號: 005330012
  • 資料類型: 電子書
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  • 引用網址: 複製連結