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Language and images

Language and images. Abhijit Sarkar. Adjective. Noun. Verbs. Adverbs. Sentence source - UIUC Sentence dataset Comparison using Gist : 4X4 window Test picture source – VOC2012 No object detectors . Using only same category. Rank 2. River Water Red Banking maneuvers. Low Plane Day

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Language and images

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  1. Language and images AbhijitSarkar

  2. Adjective Noun Verbs Adverbs

  3. Sentence source - UIUC Sentence dataset • Comparison using Gist : 4X4 window • Test picture source – VOC2012 • No object detectors

  4. Using only same category

  5. Rank 2 River Water Red Banking maneuvers Low Plane Day gray

  6. When testing with other category

  7. Rank 1

  8. Rank 2

  9. Rank 2

  10. Test with any picture • Take top 10 ranked results (10 out of 1000) • Try to identify the best

  11. Not so Good results

  12. And some Really Bad …….

  13. Conclusion • Good Results - – includes sky or similar ambience • Airplane • Horse • Bike • Indoor scene • Sofa • Bad Results • Cat • Dog • Birds

  14. Gender

  15. Gender Age Nationality

  16. Direction Left/ Right Front/ Side

  17. Details Direction

  18. Minute Details

  19. Conclusion • “Sentences are richer than lists of words, because they describe activities, properties of objects” • We use words like “peaceful”, “Calm”, “Turbulent”, “sweet”, “lone”

  20. Thanks • Acknowlegements • Dr. Devi Parikh image Credit : Jamie Shotton

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