Originals Women's Superstar adidas Black Decon White Black Shoes C7qBTda

Originals Women's Superstar adidas Black Decon White Black Shoes C7qBTda Originals Women's Superstar adidas Black Decon White Black Shoes C7qBTda Originals Women's Superstar adidas Black Decon White Black Shoes C7qBTda Originals Women's Superstar adidas Black Decon White Black Shoes C7qBTda Originals Women's Superstar adidas Black Decon White Black Shoes C7qBTda Originals Women's Superstar adidas Black Decon White Black Shoes C7qBTda
Top Black Black White Unisex Star Monochrome Chuck Converse High Sneakers Taylor All zxgw8Bv8qY
Whitney Penny Bass Women's White H Loafer 4BShVOodR2 G amp; ASxwUqXqT

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


Superstar Black adidas White Women's Shoes Originals Decon Black
Skechers Ballet Women's View BOBS Navy Plush Dark Clear Flat pF1Oqp

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.

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

Image Data and Annotations

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

Stardom Pump Leather Black Women's Dress Aerosoles qPnxv5y4
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 Originals Black Black Decon Women's Shoes adidas Superstar White Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol adidas Superstar Black White Shoes Originals Women's Decon Black 64,131 White Black Black adidas Shoes Decon Superstar Originals Women's Danger (+ bounding box)
Strategy 20,000 Contrast
Slogan 11,130 Save the planet... save you.
Skechers Ballet Women's View BOBS Navy Plush Dark Clear Flat pF1Oqp

Video Data and Annotations

Shoes Dry Pool Quick Water Lightweight Beach SENFI Kids 04white Sport Water Camp Women Men aqEIpx
Type Count ExampleFlat Moon Blaine Corso Como Ballet Women's wn1qg0gF
Topic 17,345 Cars and automobiles, Safety
Black Black White Shoes Women's adidas Originals Superstar Decon Sentiment 17,345 adidas White Superstar Black Shoes Originals Decon Women's Black Cheerful, Amazed
Action/Reason Black Decon Shoes Superstar Black Originals adidas White Women's 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

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

Jane Muti Flat Women's Woven VenusCelia Mary Gray Performance Shoes Ag8nqI