Computational Formalism
Autor Amanda Wasielewskien Limba Engleză Paperback – 23 mai 2023
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Specificații
ISBN-13: 9780262545648
ISBN-10: 0262545640
Pagini: 184
Ilustrații: 4 colour illus., 6 black and white illus.
Dimensiuni: 151 x 223 x 13 mm
Greutate: 0.33 kg
Editura: MIT Press Ltd
ISBN-10: 0262545640
Pagini: 184
Ilustrații: 4 colour illus., 6 black and white illus.
Dimensiuni: 151 x 223 x 13 mm
Greutate: 0.33 kg
Editura: MIT Press Ltd
Notă biografică
Amanda Wasielewski is Assistant Professor in Digital Humanities at Uppsala University. She is the author of Made in Brooklyn: Artists, Hipsters, Makers, Gentrifiers and From City Space to Cyberspace: Art, Squatting, and Internet Culture in the Netherlands.
Cuprins
Series Foreword ix
Acknowledgments xi
Introduction: Return to Form 1
Machine Learning and Computer Vision 3
The New Science Wars 11
Digital Art History 16
Objectivity and Cultural Studies 22
Art History and Objectivity 25
Computational Formalism 30
Questions of Style 34
1 The Shape of Data 39
Digitization and Dataset Creation 42
The Semantic Gap 49
Artificial ArtHistorian 51
Image Selection 60
Image Categorization 67
Stylistic Determinism 75
Style Unsupervised 79
Stylistic Devices 84
2 Deep Connoisseurship 87
Cat, Dog, or Virgin Mary? 92
Value, Fame, and the Artist's Hand 95
Opening the Black Box 101
The Business of Authenticity 107
Next-Level Forgeries and Fakes 115
An Artificial Artist? 119
Poor Images 124
3 Conclusion: Man, Machine, Metaphor 127
The Rise of the Humanities Lab 133
Foreign Metaphors as Interdisciplinary Tool 135
Appendix: Classification by Artistic Style, Publications in Computer Science, 2005-2021, Including the Development and Utilization of Fine Art Datasets 139
Notes 145
Index 177
Acknowledgments xi
Introduction: Return to Form 1
Machine Learning and Computer Vision 3
The New Science Wars 11
Digital Art History 16
Objectivity and Cultural Studies 22
Art History and Objectivity 25
Computational Formalism 30
Questions of Style 34
1 The Shape of Data 39
Digitization and Dataset Creation 42
The Semantic Gap 49
Artificial ArtHistorian 51
Image Selection 60
Image Categorization 67
Stylistic Determinism 75
Style Unsupervised 79
Stylistic Devices 84
2 Deep Connoisseurship 87
Cat, Dog, or Virgin Mary? 92
Value, Fame, and the Artist's Hand 95
Opening the Black Box 101
The Business of Authenticity 107
Next-Level Forgeries and Fakes 115
An Artificial Artist? 119
Poor Images 124
3 Conclusion: Man, Machine, Metaphor 127
The Rise of the Humanities Lab 133
Foreign Metaphors as Interdisciplinary Tool 135
Appendix: Classification by Artistic Style, Publications in Computer Science, 2005-2021, Including the Development and Utilization of Fine Art Datasets 139
Notes 145
Index 177