using computer vision to analyse historical sources filepipeline harvest images recognize faces...
TRANSCRIPT
![Page 1: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/1.jpg)
Algorithmes and images
Using computer vision to analyse
historical sources
Thomas Smits
Radboud University
illustratednewspictures.tumblr.com
@thomassmits
![Page 3: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/3.jpg)
Erik Kessels, 24 Hours in Photos (2011)
![Page 4: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/4.jpg)
![Page 5: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/5.jpg)
http://openframeworks.cc/ofBook/chapters/image_processing_computer_vision.html
![Page 6: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/6.jpg)
https://commons.wikimedia.org/wiki/File:Dawlish_railway_station_geograph-2444513-by-Ben-Brooksbank.jpg
![Page 7: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/7.jpg)
![Page 8: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/8.jpg)
http://setosa.io/ev/image-kernels/
![Page 9: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/9.jpg)
http://www.iro.umontreal.ca/~bengioy/talks/DL-Tutorial-NIPS2015.pdf
![Page 10: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/10.jpg)
Pipeline
Harvest images
Recognize faces
Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet music, weather reports)
Recognize illustration/photograph
Convolutional neural network
Machine learning
XML
Dataset of classified images and accompanying articles
![Page 11: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/11.jpg)
![Page 12: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/12.jpg)
Pipeline
Harvest images
Recognize faces
Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet music, weather reports)
Recognize illustration/photograph
Convolutional neural network
Machine learning
XML
Dataset of classified images and accompanying articles
![Page 13: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/13.jpg)
Delpher.nl
![Page 14: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/14.jpg)
Pipeline
Harvest images
Recognize faces
Recognize categories (buildings, cartoons, chess, crowds, logo’s, maps, schematics, sheet music, weather reports)
Recognize illustration/photograph
Convolutional neural network
Machine learning
XML
Dataset of classified images and accompanying articles
![Page 15: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/15.jpg)
![Page 16: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/16.jpg)
1900-1910 1915-1920
![Page 17: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/17.jpg)
![Page 18: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/18.jpg)
Delpher.nl
![Page 19: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/19.jpg)
Pipeline
Harvest images
Recognize faces
Recognize categories (buildings, cartoons, chess, crowds, logo’s, maps, schematics, sheet music, weather reports)
Recognize illustration/photograph
Convolutional neural network
Machine learning
XML
Dataset of classified images and accompanying articles
![Page 20: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/20.jpg)
![Page 21: Using computer vision to analyse historical sources filePipeline Harvest images Recognize faces Recognize categories (buildings, cartoons, chess, crowds, logo’s, schematics, sheet](https://reader030.vdocuments.net/reader030/viewer/2022040706/5e0614651722095dd958725e/html5/thumbnails/21.jpg)
Thank you!
• Digital research at the National Library of the Netherlands http://lab.kb.nl/
• My website illustratednewspictures.tumblr.com
Thomas Smits
Radboud University
illustratednewspictures.tumblr.com
@thomassmits