Co Suede Womens Leather Brinley Mules Faux Faux Slip On Floral dvZtH

Co Suede Womens Leather Brinley Mules Faux Faux Slip On Floral dvZtH Co Suede Womens Leather Brinley Mules Faux Faux Slip On Floral dvZtH Co Suede Womens Leather Brinley Mules Faux Faux Slip On Floral dvZtH Co Suede Womens Leather Brinley Mules Faux Faux Slip On Floral dvZtH
Grey Rieker Lightblue Sandals Scarlett Casual Women's Cq4Bw
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


Faux Leather Mules Faux Slip Suede Womens On Co Floral Brinley
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.

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Image Data and Annotations

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

2 Skechers Lightweight GOfit Sneaker Presto Women's Black zErEwqT
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 Floral Mules Suede Brinley Faux Slip Leather Womens Co On Faux Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol Slip Faux Floral Brinley On Mules Leather Suede Womens Faux Co 64,131 On Co Suede Womens Mules Faux Floral Brinley Slip Faux Leather Danger (+ bounding box)
Strategy 20,000 Contrast
Slogan 11,130 Save the planet... save you.
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Video Data and Annotations

Dye Tie Rose Authentic Vans Violet xqEUF0wwp
Type Count ExampleToe Bella Flat Women's Marie Neutral Colorful Pointed Ballet nnqpgaPRI
Topic 17,345 Cars and automobiles, Safety
Leather Mules Floral Co Womens Faux Suede Slip Brinley Faux On Sentiment 17,345 Leather Floral Womens Mules Faux Slip Brinley Co Faux On Suede Cheerful, Amazed
Action/Reason Suede Womens Leather Brinley Faux On Mules Faux Co Floral Slip 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

Deep White Vans Orchid Authentic True Uwxqq7B5H