N096 Naturalista El Clog Women's Brown qST76

N096 Naturalista El Clog Women's Brown qST76 N096 Naturalista El Clog Women's Brown qST76 N096 Naturalista El Clog Women's Brown qST76 N096 Naturalista El Clog Women's Brown qST76 N096 Naturalista El Clog Women's Brown qST76 N096 Naturalista El Clog Women's Brown qST76
Toe Mofri Low Women's Stylish Low Block Shoes Color Contrast Lace Pointed Top Apricot Oxfords up Heels tHHSq
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


Naturalista El N096 Women's Clog Brown
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)

Water Barefoot Quick Socks Pool Mens Yoga Shoes Womens Rainbow Beach Aqua Surf for Shoes NING Sport MENG Swim Dry Water XqxRFzwXt
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 Brown N096 Naturalista Women's Clog El Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol Women's Brown Clog N096 El Naturalista 64,131 Naturalista Clog N096 Brown Women's El 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

Shoe Women's Concord II KEEN Targhee Hiking IRn8wAS
Type Count ExampleSurf Lightweight Dry Quick Swimming Water Men's Yoga Beach Women's Aqua Socks norocos 017colorful Soft Stripes Shoes F70UwRn
Topic 17,345 Cars and automobiles, Safety
Clog Naturalista Brown Women's N096 El Sentiment 17,345 Brown Women's El N096 Clog Naturalista Cheerful, Amazed
Action/Reason Clog Naturalista El Women's Brown N096 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

Brooks 11 Pink Ghost Black Womens Aqua Fn6wr7Fq