A more effective way to label affective expressions
Labeling videos for affect content such as facial expression is tedious and time consuming. Researchers often spend significant amounts of time annotating experimental data, or simply lack the time required to label their data. For these reasons we have developed VidL, an open source video labeling...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Article |
| Language: | en_US |
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Institute of Electrical and Electronics Engineers
2010
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| Online Access: | http://hdl.handle.net/1721.1/59285 https://orcid.org/0000-0002-1462-4573 https://orcid.org/0000-0002-5661-0022 |
| _version_ | 1811073345177780224 |
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| author | Eckhardt, Micah Rye Picard, Rosalind W. |
| author2 | Program in Media Arts and Sciences (Massachusetts Institute of Technology) |
| author_facet | Program in Media Arts and Sciences (Massachusetts Institute of Technology) Eckhardt, Micah Rye Picard, Rosalind W. |
| author_sort | Eckhardt, Micah Rye |
| collection | MIT |
| description | Labeling videos for affect content such as facial expression is tedious and time consuming. Researchers often spend significant amounts of time annotating experimental data, or simply lack the time required to label their data. For these reasons we have developed VidL, an open source video labeling system that is able to harness the distributed people-power of the internet. Through centralized management VidL can be used to manage data, custom label videos, manage workers, visualize labels, and review coders work. As an example, we recently labeled 700 short videos, approximately 60 hours of work, in 2 days using 20 labelers working from their own computers. |
| first_indexed | 2024-09-23T09:31:36Z |
| format | Article |
| id | mit-1721.1/59285 |
| institution | Massachusetts Institute of Technology |
| language | en_US |
| last_indexed | 2024-09-23T09:31:36Z |
| publishDate | 2010 |
| publisher | Institute of Electrical and Electronics Engineers |
| record_format | dspace |
| spelling | mit-1721.1/592852022-09-30T15:02:33Z A more effective way to label affective expressions Eckhardt, Micah Rye Picard, Rosalind W. Program in Media Arts and Sciences (Massachusetts Institute of Technology) Picard, Rosalind W. Picard, Rosalind W. Eckhardt, Micah Rye Labeling videos for affect content such as facial expression is tedious and time consuming. Researchers often spend significant amounts of time annotating experimental data, or simply lack the time required to label their data. For these reasons we have developed VidL, an open source video labeling system that is able to harness the distributed people-power of the internet. Through centralized management VidL can be used to manage data, custom label videos, manage workers, visualize labels, and review coders work. As an example, we recently labeled 700 short videos, approximately 60 hours of work, in 2 days using 20 labelers working from their own computers. National Science Foundation (U.S.) (Grant No. 0555411) 2010-10-13T17:29:34Z 2010-10-13T17:29:34Z 2009-09 Article http://purl.org/eprint/type/JournalArticle 978-1-4244-4800-5 INSPEC Accession Number: 11007634 http://hdl.handle.net/1721.1/59285 Eckhardt, M., and R. Picard. “A more effective way to label affective expressions.” Affective Computing and Intelligent Interaction and Workshops, 2009. ACII 2009. 3rd International Conference on. 2009. 1-2. © 2009, IEEE https://orcid.org/0000-0002-1462-4573 https://orcid.org/0000-0002-5661-0022 en_US http://dx.doi.org/10.1109/ACII.2009.5349528 International Conference on Affective Computing and Intelligent Interaction and Workshops Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. application/pdf Institute of Electrical and Electronics Engineers IEEE |
| spellingShingle | Eckhardt, Micah Rye Picard, Rosalind W. A more effective way to label affective expressions |
| title | A more effective way to label affective expressions |
| title_full | A more effective way to label affective expressions |
| title_fullStr | A more effective way to label affective expressions |
| title_full_unstemmed | A more effective way to label affective expressions |
| title_short | A more effective way to label affective expressions |
| title_sort | more effective way to label affective expressions |
| url | http://hdl.handle.net/1721.1/59285 https://orcid.org/0000-0002-1462-4573 https://orcid.org/0000-0002-5661-0022 |
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