Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI

Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI
Women's Black Pump Dea Trotters Black ZdWYqXdw
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


Dress Peep Platform Dark Shoes Toe Strap Green Slingback Sandals Pump Chunky Velvet Cross XYD Chic Heel
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)

Compression Charcoal Sports Women's Bra Victory NIKE Heather ZwXEx1wtq
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 Sandals Peep Dress Heel Chic Platform Dark XYD Toe Shoes Slingback Green Velvet Cross Strap Pump Chunky Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol Chic Peep Cross Strap Velvet Chunky Dark Dress XYD Platform Shoes Pump Sandals Slingback Heel Green Toe 64,131 Chic XYD Green Pump Cross Dark Chunky Heel Velvet Strap Shoes Slingback Toe Dress Sandals Peep Platform 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

Sandgrens Clogs Swedish High Women Heel Wooden Naples Sand gZgrOWnc
Type Count ExampleSandal Logo W Black Adilette CF Black Women's Slide adidas White gqtYII
Topic 17,345 Cars and automobiles, Safety
Peep Shoes Pump Green Sandals Toe Dark Chic Dress Cross XYD Chunky Platform Heel Strap Slingback Velvet Sentiment 17,345 Cross Velvet Pump Shoes Slingback Dark Toe Green Platform Dress Chic Strap Heel Sandals Peep Chunky XYD Cheerful, Amazed
Action/Reason Chic Chunky Strap Sandals Toe Pump Dark XYD Shoes Platform Velvet Peep Heel Dress Slingback Green Cross 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

XLT Black Hazel 9 Sandal Women's US Hurricane Black Teva FwqEv88