Name
Abstract | ||
|---|---|---|
The publication of the Yahoo Flickr Creative Commons 100 Million dataset (YFCC100M)--to date the largest open-access collection of photos and videos--has provided a unique opportunity to stimulate new research in multimedia analysis and retrieval. To make the YFCC100M even more valuable, we have started working towards supplementing it with a comprehensive set of precomputed features and high-quality ground truth annotations. As part of our efforts, we are releasing the YLI feature corpus, as well as the YLI-GEO and YLI-MED annotation subsets. Under the Multimedia Commons Project (MMCP), we are currently laying the groundwork for a common platform and framework around the YFCC100M that (i) facilitates researchers in contributing additional features and annotations, (ii) supports experimentation on the dataset, and (iii) enables sharing of obtained results. This paper describes the YLI features and annotations released thus far, and sketches our vision for the MMCP.
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Year | DOI | Venue |
|---|---|---|
2015 | 10.1145/2814815.2816986 | MM '15: ACM Multimedia Conference
Brisbane
Australia
October, 2015 |
Keywords | Field | DocType |
Multimedia,datasets,annotations,YFCC100M,YLI | World Wide Web,Annotation,Information retrieval,Computer science,Ground truth,Creative commons,Commons | Conference |
ISBN | Citations | PageRank |
978-1-4503-3744-1 | 1 | 0.40 |
References | Authors | |
0 | 13 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Julia Bernd | 1 | 19 | 4.98 |
| Damian Borth | 2 | 764 | 49.45 |
| Carmen J. Carrano | 3 | 2 | 1.43 |
| Jae-Young Choi | 4 | 783 | 110.19 |
| Benjamin Elizalde | 5 | 359 | 22.38 |
| Gerald Friedland | 6 | 1127 | 96.23 |
| Luke Gottlieb | 7 | 61 | 5.79 |
| Karl Ni | 8 | 1 | 0.73 |
| Roger Pearce | 9 | 244 | 19.40 |
| Douglas Poland | 10 | 242 | 10.40 |
| Khalid Ashraf | 11 | 8 | 0.98 |
| David A. Shamma | 12 | 1622 | 100.50 |
| Bart Thomee | 13 | 773 | 39.96 |