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Hacking Art History
- 1. Hacking Art History for Fun and Profit John Resig
- 17. Lot 55: 20 Japanese Woodblock Prints Each depicting a female/Geisha figure with calligraphy throughout each print. Prints measure 13.75" H x 9.375" W. Toning to each print, some losses around edges. Estimated Price: $400 - $600
- 18. Step 1: Acquire and read tons of expensive books.
- 19. Step 2: Learn to read Japanese. * Japanese from the 17th to 19th century. * You’re not going to learn this from Rosetta Stone.
- 20. Step 3: Learn to read Japanese calligraphy.
- 21. Solution: A fast-loading, responsive, i18ned, web site: Ukiyo-e.org
- 26. Digital Ocean Amazon S3 Amazon Cloudfront Digital Ocean Images Data (HTML, XML, JSON) Images JS, CSS Images JS, CSS nginx (w/ cache) node.js express node.js express naught mongodb Elastic Search Scraper
- 29. Collecting Tons of Woodblock Print Data
- 30. Search Page Page Page HTML Image HTML Image HTML Image Search Page Page Page HTML Image HTML Image HTML Image Queue-based Crawling using PhantomJS Processing Queue
- 31. Some Website WebKit PhantomJS CasperJS SpookyJS Save Data XML Files Mongo Log libxml (+ xpath) MongoDB Extract Data Process Data Artists Images Correct Artist and Date Add to Site!
- 32. module.exports = function() { return { scrape: [ { start: "http://ukiyo-e.org/search", visit: "//a[@class='img']", next: "//a[contains(@rel,'next')]" }, { extract: { "title": "//p[contains(@class, 'title')]//span", "dateCreated": "//p[contains(@class, 'date')]//span", "artists[]": "//p[contains(@class, 'artist')]//a", "images[]": "//div[contains(@class,'imageholder')]//a/@href" } } ] }; };
- 33. "locale" : "ja", "given" : "Okiie", "given_kana" : "おきいえ", "surname" : "Hashimoto", "surname_kana" : "はしもと", "name" : "Hashimoto Okiie", "ascii" : "Hashimoto Okiie", "plain" : "Hashimoto Okiie", "kana" : "はしもとおきいえ", "_id" : ObjectId("530c0825d9a80976b2000437") } ], "names" : [ { "original" : "Hashimoto Okiie (橋本興家)", "locale" : "ja", "kanji" : "橋本興家", "given" : "Okiie", "given_kana" : "おきいえ", "surname" : "Hashimoto", "surname_kana" : "はしもと", "given_kanji" : "興家", "surname_kanji" : "橋本", "name" : "Hashimoto Okiie", "ascii" : "Hashimoto Okiie", "plain" : "Hashimoto Okiie", "kana" : "はしもとおきいえ", "_id" : ObjectId("530c0825d9a80976b2000439") } ], "extract" : [ "53dfc997cbf9fa7501d78e4820b24a9c" ], "created" : ISODate("2014-02-25T03:04:05Z"), "__v" : 0 }
- 34. “Stack Scraper” https://github.com/jeresig/stack-scraper https://github.com/jeresig/ukiyoe-scrapers
- 35. Image Similarity
- 52. Idyll: Offline Image Cropping • https://github.com/jeresig/idyll • Crop images offline and on a mobile device. • Saves the selections back to a server. • Data is synced and saved using HTML 5 appcache. • https://github.com/jeresig/node- appcache-glob
- 53. by David Chester at Shutterstock https://github.com/dchester/perl-image-crop-calibration-target
- 55. Aiding Woodblock Print Studies with Image Analysis
- 68. Miyagawa Shuntei Printed in 1897 Sold for: $550 Prints sell for $100-$400 individually True Estimate: $2100 - $8400 * * You just have to find someone willing to buy them!
- 69. Does this work for other art forms? • 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
- 70. Similar Images Different photo, same work of art.
- 71. Similar Images Different photo, slightly different cropping.
- 72. Similar Images Different photo, dramatically different lighting.
- 73. Alternate Images Partial Image vs. Full Image
- 74. Alternate Images Color vs. Black-and-White
- 75. Alternate Images Partial Image vs. Much Larger Image
- 76. Conservation
- 77. Conservation Repairs and possibly removal of later additions.
- 78. Conservation Analysis even spots dramatic conservation work.
- 79. Copies
- 80. Copies
- 81. Copies
- 82. Copies
- 83. Copies
- 84. Graph Analysis with neo4j
- 85. Frick 420 420 Zeri 1583642090 Frick 417 417 ?
- 87. Frick 347 347 Zeri 12227 33526 Frick 348 348 33525 ?
- 93. • http://ejohn.org/research/ • http://ukiyo-e.org/ • https://github.com/jeresig
- 95. Japanese Names • Utagawa Hiroshige • Ando Hiroshige • Andō Hiroshige • Hiroshige • 歌川広重 • 広重
- 99. Sharaku Toshusai 東洲斎写楽 Is this the family name? Where are the stress marks? How do you “split” this name? Which name parts correlate?
- 100. Tools (all are Node modules!) • https://github.com/lovell/ hepburn • https://github.com/jeresig/ node-enamdict • https://github.com/jeresig/ node-ndlna • https://github.com/jeresig/ node-romaji-name ndlnahepburn enamdict romaji-name
- 101. Hepburn • https://github.com/lovell/ hepburn • Takes in the English form of a Japanese word. • Returns it written in Hiragana or Katakana (phonetic Japanese alphabets). ndlnahepburn enamdict romaji-name うたがわひろしげUtagawa Hiroshige
- 102. Enamdict • https://github.com/jeresig/ node-enamdict • Downloads and queries the ENAMDICT database • (A mapping of Japanese proper names to Hiragana and English.) • Used to correct typos and figure out surname/given name. ndlnahepburn enamdict romaji-name
- 103. NDLNA • https://github.com/jeresig/ node-ndlna • Queries the NDLNA database • Finds the correct Kanji for an English name. • Or the correct English for a Kanji name. ndlnahepburn enamdict romaji-name
- 105. { "original" : "Sharaku Toshusai (東洲斎写楽 )", "locale" : "ja", "kanji" : "東洲斎写楽", "given" : "Sharaku", "given_kana" : "しゃらく", "surname" : "Tōshūsai", "surname_kana" : "とおしゅうさい", "surname_kanji" : "東洲斎", "given_kanji" : "写楽", "name" : "Tōshūsai Sharaku", "ascii" : "Tooshuusai Sharaku", "plain" : "Toshusai Sharaku", "kana" : "とおしゅうさいしゃらく" }
- 106. Dates • https://github.com/jeresig/node-yearrange var yr = require("yearrange"); yr.parse("1877") // {"start": 1877, "end": 1877} yr.parse("1847-48") // {"start": 1847, "end": 1848} yr.parse("ca. 1810-20s") // {"start": 1810, "end": 1829, "circa": true} yr.parse("18th–19th century") // {"start": 1700, "end": 1899} yr.parse("Meiji era") // {"start": 1868, "end": 1912}
- 107. Artist Rectification