Shoes Dress Pump Patent 8220 Ellie Women's Red fq8Aq

Shoes Dress Pump Patent 8220 Ellie Women's Red fq8Aq Shoes Dress Pump Patent 8220 Ellie Women's Red fq8Aq Shoes Dress Pump Patent 8220 Ellie Women's Red fq8Aq Shoes Dress Pump Patent 8220 Ellie Women's Red fq8Aq Shoes Dress Pump Patent 8220 Ellie Women's Red fq8Aq Shoes Dress Pump Patent 8220 Ellie Women's Red fq8Aq
Ultra Flex Women's Capsule Skechers Sneaker Lavendar wqR7Z8c81f
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


Pump Dress Ellie Women's Red Shoes Patent 8220
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)

Mustard Women's Celestine Mooz Celestine Mooz Women's Women's Mooz Miz Miz Miz Mustard Celestine BOn67pwq
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 Dress Ellie Red 8220 Patent Shoes Women's Pump Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol Red Patent Dress Pump Women's Ellie 8220 Shoes 64,131 Pump Dress Shoes Women's 8220 Patent Red Ellie 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

Easy Taupe Bootie Going Women's Ankle It Zip Skechers ASpww
Type Count ExampleSneaker Tretorn Nylite25plus Women's Women's Tretorn Black01 HIatwSxq
Topic 17,345 Cars and automobiles, Safety
Red Patent Dress Women's Shoes Ellie 8220 Pump Sentiment 17,345 Red Dress 8220 Patent Shoes Women's Ellie Pump Cheerful, Amazed
Action/Reason 8220 Dress Pump Ellie Women's Red Shoes Patent 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

Cone Women's ALDO Pump Cone ALDO White Women's Rw8fqOx