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PAPER: THE PLACE OF DISCOVERY

a symposium in honor of James Watrous
Computer
Vision as Art
Historical
Investigation
John Resig
Chazen Museum: 1980.2386
Chazen Museum
1980.2569
Chazen Museum
1980.667
Chazen Museum
1980.2573
Chazen Museum
1980.2682
Chazen Museum
1980.641
Chazen Museum
1980.612
Chazen Museum
1980.613
Chazen Museum
1984.877
Chazen Museum
1980.1983
Chazen Museum
1980.2650
Chazen Museum
1980.2376
Chazen Museum
1980.2204a-c
Chazen Museum
1980.2204a-c
Chazen Museum
1980.2204a-c
How do you learn more?
Step 1: Acquire and read tons of expensive books.
Step 2: Learn to read Japanese. *
Japanese from the 17th to 19th century. *
You’re not going to learn this from Rosetta Stone.
Step 3: Look at lots and lots of prints.
(virtually and in person)
Solution: A fast-loading, responsive, international,
web site: ukiyo-e.org
Image Similarity
https://services.tineye.com/MatchEngine
http://pastec.io/
Image Similarity Search
Idyll: Offline Image Cropping
• Crop and annotate images offline and on
a mobile device.

• Saves the selections back to a server.
http://www.ersatzlabs.com/
Aiding Woodblock Print
Studies with Image Analysis
What about other art forms?
Yes! But works best with “multiples”
(this can include photographs!)
Sources of “multiples”
• Collaborating with the Frick Art Reference Library

• Analyzing their Anonymous Italian Art Photo Archive

• Also working with the Zeri Foundation at the University
of Bologna in Italy

• Analyzing their Italian Art Archives
Similar Images
Different photo, same work of art.
Similar Images
Different photo, slightly different cropping.
Similar Images
Different photo, dramatically different lighting.
Alternate Images
Partial Image vs. Full Image
Alternate Images
Color vs. Black-and-White
Alternate Images
Partial Image vs. Much Larger Image
Conservation
Conservation
Repairs and possibly removal of later additions.
Conservation
Analysis even spots dramatic conservation work.
Copies
Copies
Copies
Copies
Graph Analysis and

Merging Collections
Frick 420
420
Zeri 1583642090
Frick 417
417
?
8132a 8132
57129
57134
57130
57138
8131a 8131
?
PHAROS: An International Consortium of Photo Archives
• Bibliotheca Hertziana, Rome (1,065,000)

• Bildarchiv Foto Marburg, Germany (2,000,000)

• Courtauld Institute of Art, London (4,173,500)

• Fondazione Federico Zeri, Bologna (290,000)

• Frick Art Reference Library, New York (1,346,000)

• Getty Research Institute, Los Angeles (2,086,000)

• Villa I Tatti, Florence (239,000)

• Institut National d’Histoire de l’Art, Paris (750,000)

• Kunsthistorisches Institut, Florence (650,000)

• National Gallery of Art, Washington (7,600,000)

• Paul Mellon Centre, London (185,000)

• Rijksbureau voor Kunsthistorische Documentatie, The Hague (7,000,000)

• Warburg Institute, London (3,500,000)

• Yale Center for British Art, New Haven (132,000)
PHAROS Images: Coming June 2016
• http://ejohn.org/research/

• http://ukiyo-e.org/
• https://github.com/jeresig

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Computer Vision as Art Historical Investigation