Abstract | ||
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We reconstruct a controllable model of a person from a large photo collection that captures his or her persona, i.e., physical appearance and behavior. The ability to operate on unstructured photo collections enables modeling a huge number of people, including celebrities and other well photographed people without requiring them to be scanned. Moreover, we show the ability to drive or puppeteer the captured person B using any other video of a different person A. In this scenario, B acts out the role of person A, but retains his/her own personality and character. Our system is based on a novel combination of 3D face reconstruction, tracking, alignment, and multi-texture modeling, applied to the puppeteering problem. We demonstrate convincing results on a large variety of celebrities derived from Internet imagery and video. |
Year | DOI | Venue |
---|---|---|
2015 | 10.1109/ICCV.2015.450 | ICCV |
Field | DocType | Volume |
Computer vision,Computer science,Persona,Human physical appearance,Artificial intelligence,Multimedia,The Internet | Conference | 2015 |
Issue | ISSN | Citations |
1 | 1550-5499 | 20 |
PageRank | References | Authors |
0.69 | 25 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Supasorn Suwajanakorn | 1 | 266 | 11.20 |
Steven M. Seitz | 2 | 8729 | 495.13 |
Ira Kemelmacher-Shlizerman | 3 | 710 | 28.03 |