Search-and-replace editing for personal photo collections
We propose a new system for editing personal photo collections, inspired by search-and-replace editing for text. In our system, local edits specified by the user in a single photo (e.g., using the “clone brush” tool) can be propagated automatically to other photos in the same collection, by matching...
| Main Authors: | , , , |
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| Other Authors: | |
| Format: | Article |
| Language: | en_US |
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Institute of Electrical and Electronics Engineers
2011
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| Online Access: | http://hdl.handle.net/1721.1/63165 https://orcid.org/0000-0001-9919-069X https://orcid.org/0000-0002-2231-7995 |
| _version_ | 1826199416018567168 |
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| author | Hasinoff, Samuel W. Jozwiak, Martyna Anna Durand, Fredo Freeman, William T. |
| author2 | Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory |
| author_facet | Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory Hasinoff, Samuel W. Jozwiak, Martyna Anna Durand, Fredo Freeman, William T. |
| author_sort | Hasinoff, Samuel W. |
| collection | MIT |
| description | We propose a new system for editing personal photo collections, inspired by search-and-replace editing for text. In our system, local edits specified by the user in a single photo (e.g., using the “clone brush” tool) can be propagated automatically to other photos in the same collection, by matching the edited region across photos. To achieve this, we build on tools from computer vision for image matching. Our experimental results on real photo collections demonstrate the feasibility and potential benefits of our approach. |
| first_indexed | 2024-09-23T11:19:52Z |
| format | Article |
| id | mit-1721.1/63165 |
| institution | Massachusetts Institute of Technology |
| language | en_US |
| last_indexed | 2024-09-23T11:19:52Z |
| publishDate | 2011 |
| publisher | Institute of Electrical and Electronics Engineers |
| record_format | dspace |
| spelling | mit-1721.1/631652022-10-01T02:51:34Z Search-and-replace editing for personal photo collections Hasinoff, Samuel W. Jozwiak, Martyna Anna Durand, Fredo Freeman, William T. Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science Freeman, William T. Hasinoff, Samuel W. Jozwiak, Martyna Anna Durand, Fredo Freeman, William T. We propose a new system for editing personal photo collections, inspired by search-and-replace editing for text. In our system, local edits specified by the user in a single photo (e.g., using the “clone brush” tool) can be propagated automatically to other photos in the same collection, by matching the edited region across photos. To achieve this, we build on tools from computer vision for image matching. Our experimental results on real photo collections demonstrate the feasibility and potential benefits of our approach. Natural Sciences and Engineering Research Council of Canada Postdoctoral Fellowship Massachusetts Institute of Technology. Undergraduate Research Opportunities Program National Science Foundation (U.S.) (CAREER award 0447561) T-Party Project United States. National Geospatial-Intelligence Agency (NGA NEGI-1582- 04-0004) United States. Office of Naval Research. Multidisciplinary University Research Initiative (Grant N00014-06-1-0734) Microsoft Research Alfred P. Sloan Foundation 2011-06-01T15:55:06Z 2011-06-01T15:55:06Z 2010-03 Article http://purl.org/eprint/type/ConferencePaper 9781424468416 1424468418 http://hdl.handle.net/1721.1/63165 Hasinoff, S.W. et al. “Search-and-replace editing for personal photo collections.” Computational Photography (ICCP), 2010 IEEE International Conference on. 2010. 1-8. Copyright © 2010, IEEE https://orcid.org/0000-0001-9919-069X https://orcid.org/0000-0002-2231-7995 en_US http://dx.doi.org/10.1109/ICCPHOT.2010.5585099 IEEE International Conference on Computational Photography (ICCP) 2010 Creative Commons Attribution-Noncommercial-Share Alike 3.0 http://creativecommons.org/licenses/by-nc-sa/3.0/ application/pdf Institute of Electrical and Electronics Engineers MIT web domain |
| spellingShingle | Hasinoff, Samuel W. Jozwiak, Martyna Anna Durand, Fredo Freeman, William T. Search-and-replace editing for personal photo collections |
| title | Search-and-replace editing for personal photo collections |
| title_full | Search-and-replace editing for personal photo collections |
| title_fullStr | Search-and-replace editing for personal photo collections |
| title_full_unstemmed | Search-and-replace editing for personal photo collections |
| title_short | Search-and-replace editing for personal photo collections |
| title_sort | search and replace editing for personal photo collections |
| url | http://hdl.handle.net/1721.1/63165 https://orcid.org/0000-0001-9919-069X https://orcid.org/0000-0002-2231-7995 |
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