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The Intelligent Image Teaser

Sponsored · Ship Features Fearlessly Turn features on and off without deploys. Used by thousands of Ruby developers. →
Avatar for Max Jaderberg Max Jaderberg
June 17, 2012
Technology
1
260

The Intelligent Image Teaser

A 10 minute presentation on my current research.

Avatar for Max Jaderberg

Max Jaderberg

June 17, 2012
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Transcript

  1. INTELLIGENT IMAGE MAX JADERBERG SUPERVISOR: ANDREW ZISSERMAN

  2. THE PROJECT: VISUALLY RECOGNISE ALL OBJECTS ON WIKIPEDIA AUTOMATICALLY TAG

    THEM IN PHOTOS AS A WEBSITE...

  3. IT’S DEMO TIME! CLICK ME BABY

  4. EXTRACT VISUAL WORDS GOOGLE VECTOR SEARCH SPATIALLY VERIFY matches =

    search(Database for Words);

  5. SCALE IINVARIANT FEATURE TRANSFORM QUANTISE WORDS

  6. WORDS HISTOGRAM TF-IDF WEIGHT:

  7. GOOGLE STYLE RETRIEVAL QUERY DATABASE A B C D Most

    similar!

  8. SPACIAL VERIFICATION

  9. RESEARCH REDUCE MEMORY

  10. RESEARCH MULTIPLE MATCHING Bu ingham Palace Silly Hat

  11. RESEARCH DATABASE EXPANSION

  12. ?!