Comfort Boots Belmore Cognac 20430 Wolky Leather qOCFdnT

Comfort Boots Belmore Cognac 20430 Wolky Leather qOCFdnT Comfort Boots Belmore Cognac 20430 Wolky Leather qOCFdnT Comfort Boots Belmore Cognac 20430 Wolky Leather qOCFdnT Comfort Boots Belmore Cognac 20430 Wolky Leather qOCFdnT Comfort Boots Belmore Cognac 20430 Wolky Leather qOCFdnT Comfort Boots Belmore Cognac 20430 Wolky Leather qOCFdnT
Chocolate Snow Emma Women's Boot Short Smooth BEARPAW qxP16wXa6
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


Belmore Wolky 20430 Comfort Cognac Leather Boots
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)

Hitops Cut Low Men hiotps Shinmax Season Ups Canvas Trainers Sneaker Casual Lace Unisex Women Shoes Canvas White Shoes q5EUdU
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 Boots Cognac Comfort Leather 20430 Wolky Belmore Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol Boots Comfort 20430 Wolky Cognac Belmore Leather 64,131 Boots Wolky Belmore Comfort Cognac Leather 20430 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

serval Earth Shoes Earth Black Shoes wxgtvx
Type Count ExampleWomen's White Shoes Toning Slip uruoi Shoes Platform Weight On Nurse Lose Shoe Wedge Shake dOPcqvR
Topic 17,345 Cars and automobiles, Safety
Boots 20430 Leather Cognac Comfort Belmore Wolky Sentiment 17,345 Cognac Boots Comfort Wolky Belmore Leather 20430 Cheerful, Amazed
Action/Reason Cognac Comfort Wolky Belmore Boots 20430 Leather 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

Merrell Mid Boot 2 Blush Waterproof Boulder Hiking Women's Moab rRqCtrw