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Textual description-based video summarization for video blogs

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dc.contributor.author Otani, Mayu en
dc.contributor.author Nakashima, Yuta en
dc.contributor.author Sato, Tomokazu en
dc.contributor.author Yokoya, Naokazu en
dc.date.accessioned 2016-12-26T06:41:28Z en
dc.date.available 2016-12-26T06:41:28Z en
dc.date.issued 2015 en
dc.identifier.uri http://hdl.handle.net/10061/11259 en
dc.description ICME 2015 : IEEE International Conference on Multimedia and Expo , Jun 29-Jul 3, 2015 , Torino, Italy en
dc.description.abstract Recent popularization of camera devices, including action cams and smartphones, enables us to record videos in everyday life and share them through the Internet. Video blog is a recent approach for sharing videos, in which users enjoy expressing themselves in blog posts with attractive videos. Generating such videos, however, requires users to review vast amount of raw videos and edit them appropriately, which keeps users away from doing so. In this paper, we propose a novel video summarization method for helping users to create a video blog post. Unlike typical video summarization methods, the proposed method utilizes the text, which is written for a video blog post, and makes the video summary consistent with the content of the text. For this, we perform video summarization by solving an optimization problem, in which an objective function involves the content similarity between the summarized video and the text. Our user study with 20 participants has demonstrated that our proposed method is suitable to create video blog posts compared with conventional methods for video summarization. en
dc.language.iso en en
dc.publisher IEEE en
dc.rights Copyright c 2015 IEEE en
dc.subject Web sites en
dc.subject optimisation en
dc.subject text analysis en
dc.subject video signal processing en
dc.subject action cameras en
dc.subject blog posts en
dc.subject camera devices en
dc.subject objective function en
dc.subject optimization problem en
dc.subject smart phones en
dc.subject text content en
dc.subject textual description-based video summarization en
dc.subject video blog post en
dc.subject video generation en
dc.subject video sharing en
dc.subject video summarization methods en
dc.subject Blogs en
dc.subject Cameras en
dc.subject Internet en
dc.subject Linear programming en
dc.subject Redundancy en
dc.subject Rivers en
dc.subject Visualization en
dc.subject Video blog en
dc.subject user study en
dc.subject video summarization en
dc.title Textual description-based video summarization for video blogs en
dc.type.nii Conference Paper en
dc.textversion Author en
dc.identifier.spage 1 en
dc.identifier.epage 6 en
dc.relation.doi 10.1109/ICME.2015.7177493 en
dc.identifier.NAIST-ID 73296568 en
dc.identifier.NAIST-ID 73298663 en
dc.identifier.NAIST-ID 73298663 en
dc.identifier.NAIST-ID 73292633 en
dc.identifier.NAIST-ID 73292633 en
dc.identifier.NAIST-ID 73292286 en
dc.identifier.NAIST-ID 73292286 en

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