%0 Conference Paper %1 Yang2004Relative %A Yang, Meng %A Wildemuth, Barbara M. %A Marchionini, Gary %B MULTIMEDIA '04: Proceedings of the 12th annual ACM international conference on Multimedia %C New York, NY, USA %D 2004 %I ACM %K phd thesis-annotation %P 368--371 %R http://doi.acm.org/10.1145/1027527.1027613 %T The relative effectiveness of concept-based versus content-based video retrieval %U http://portal.acm.org/citation.cfm?id=1027527.1027613 %X Three video search systems were compared in the interactive search task at the TRECVID 2003 workshop: a <i>text-only</i> system, which searched video shots through transcripts; a <i>features-only</i> system, which searched video shots through 16 video content features (e.g., airplanes and people); and a <i>combined</i> system, which searched through both transcripts and content features. 36 participants each completed 12 video search tasks. The hypothesis that the combined system would perform better than both the text-only and the features-only systems was not supported, and large topic effects were found. Further analysis showed that concept-based video retrieval worked best for <i>specific</i> topics, whereas the hybrid retrieval techniques which combine both concept- and content-based video retrieval showed some advantage when searching for <i>generic</i> topics. The results have implications for topic/task analysis for video retrieval research, and also for the implementation of hybrid video retrieval systems. %@ 1-58113-893-8

@inproceedings{Yang2004Relative, abstract = {Three video search systems were compared in the interactive search task at the TRECVID 2003 workshop: a <i>text-only</i> system, which searched video shots through transcripts; a <i>features-only</i> system, which searched video shots through 16 video content features (e.g., airplanes and people); and a <i>combined</i> system, which searched through both transcripts and content features. 36 participants each completed 12 video search tasks. The hypothesis that the combined system would perform better than both the text-only and the features-only systems was not supported, and large topic effects were found. Further analysis showed that concept-based video retrieval worked best for <i>specific</i> topics, whereas the hybrid retrieval techniques which combine both concept- and content-based video retrieval showed some advantage when searching for <i>generic</i> topics. The results have implications for topic/task analysis for video retrieval research, and also for the implementation of hybrid video retrieval systems.}, added-at = {2009-07-31T16:25:59.000+0200}, address = {New York, NY, USA}, author = {Yang, Meng and Wildemuth, Barbara M. and Marchionini, Gary}, biburl = {https://www.bibsonomy.org/bibtex/21ef37d1795cf0d0861a8d61382a3b195/casi}, booktitle = {MULTIMEDIA '04: Proceedings of the 12th annual ACM international conference on Multimedia}, description = {The relative effectiveness of concept-based versus content-based video retrieval}, doi = {http://doi.acm.org/10.1145/1027527.1027613}, interhash = {6565a8781a2c4f6630f1ef15fccd5c19}, intrahash = {1ef37d1795cf0d0861a8d61382a3b195}, isbn = {1-58113-893-8}, keywords = {phd thesis-annotation}, location = {New York, NY, USA}, pages = {368--371}, publisher = {ACM}, timestamp = {2009-07-31T16:25:59.000+0200}, title = {The relative effectiveness of concept-based versus content-based video retrieval}, url = {http://portal.acm.org/citation.cfm?id=1027527.1027613}, year = 2004 }