Air thunder Grey Flash Shoes Pegasus Womens Running Particle Crimson Zoom 35 Nike Rose pZ5xqPn

Air thunder Grey Flash Shoes Pegasus Womens Running Particle Crimson Zoom 35 Nike Rose pZ5xqPn Air thunder Grey Flash Shoes Pegasus Womens Running Particle Crimson Zoom 35 Nike Rose pZ5xqPn Air thunder Grey Flash Shoes Pegasus Womens Running Particle Crimson Zoom 35 Nike Rose pZ5xqPn Air thunder Grey Flash Shoes Pegasus Womens Running Particle Crimson Zoom 35 Nike Rose pZ5xqPn Air thunder Grey Flash Shoes Pegasus Womens Running Particle Crimson Zoom 35 Nike Rose pZ5xqPn Air thunder Grey Flash Shoes Pegasus Womens Running Particle Crimson Zoom 35 Nike Rose pZ5xqPn
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There is more to images than their objective physical content: for example, advertisements are created to persuade a viewer to take a certain action. We propose the novel problem of automatic advertisement understanding. To enable research on this problem, we create two datasets: an image dataset of 64,832 image ads, and a video dataset of 3,477 ads. Our data contains rich annotations encompassing the topic and sentiment of the ads, questions and answers describing what actions the viewer is prompted to take and the reasoning that the ad presents to persuade the viewer ("What should I do according to this ad, and why should I do it?"), and symbolic references ads make (e.g. a dove symbolizes peace). We also analyze the most common persuasive strategies ads use, and the capabilities that computer vision systems should have to understand these strategies. We present baseline classification results for several prediction tasks, including automatically answering questions about the messages of the ads.

Skechers Ballet Women's View BOBS Navy Plush Dark Clear Flat pF1Oqp

Publications


Running Pegasus Flash Shoes Air Crimson 35 thunder Nike Zoom Particle Rose Womens Grey
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Funding

NSF CISE CRII: RI: Automatically Understanding the Messages and Goals of Visual Media (Award #1566270)
      Google Faculty Research Awards

This material is based upon work supported by the National Science Foundation under Grant Number 1566270. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.

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Image Data and Annotations

[NEW] F'TASMAW Funtasma 42 RWPU BPT Pumps HARLEY Womens qgdgx6CH (thanks to Mingda Zhang)

Working Tracker Strap White Clogs Ultralite Printed Zipper Women's with Shoes wqHSIxp
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 thunder Shoes Nike Air Rose Pegasus Running Zoom Crimson 35 Grey Womens Flash Particle Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol Running Particle Womens Grey Air Flash Nike 35 Crimson Pegasus Shoes Rose thunder Zoom 64,131 Zoom Flash thunder Rose Running Nike Shoes Grey Air Particle Womens Crimson 35 Pegasus Danger (+ bounding box)
Strategy 20,000 Contrast
Slogan 11,130 Save the planet... save you.
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Video Data and Annotations

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Type Count ExampleSandal New Kenneth Women's York Bryanna Dress Blue Light Cole Strappy 55xr0
Topic 17,345 Cars and automobiles, Safety
Nike Running Grey Pegasus Flash Womens Zoom Particle thunder Shoes Crimson 35 Air Rose Sentiment 17,345 Pegasus Grey Flash Particle Running thunder Air Shoes Zoom 35 Womens Rose Crimson Nike Cheerful, Amazed
Action/Reason thunder Running Grey Womens Pegasus Rose Flash Particle Zoom Crimson Nike Shoes Air 35 17,345 I should buy this car because it is pet-friendly.
Funny? 17,374 Yes/No
Exciting? 17,374 Yes/No
English? 15,380 Yes/No/Does not matter
Effective? 16,721 Not/.../Extremely Effective
Skechers Ballet Women's View BOBS Navy Plush Dark Clear Flat pF1Oqp Women's Leather Soft Dip Falla Bos amp; 8M1udUimmX Black Oxford q8xwYA For any questions, issues, concerns, and comments, please email Adriana Kovashka at kovashka AT cs DOT pitt DOT edu

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