DC Field | Value | Language |
---|---|---|
dc.contributor.author | Cho, Donghyeon | ko |
dc.contributor.author | Park, Jinsun | ko |
dc.contributor.author | Oh, Tae-Hyun | ko |
dc.contributor.author | Tai, Yu-Wing | ko |
dc.contributor.author | Kweon, In-So | ko |
dc.date.accessioned | 2017-12-05T02:20:26Z | - |
dc.date.available | 2017-12-05T02:20:26Z | - |
dc.date.created | 2017-11-29 | - |
dc.date.created | 2017-11-29 | - |
dc.date.issued | 2017-10 | - |
dc.identifier.citation | 16th IEEE International Conference on Computer Vision, ICCV 2017, pp.4568 - 4577 | - |
dc.identifier.issn | 1550-5499 | - |
dc.identifier.uri | http://hdl.handle.net/10203/227588 | - |
dc.description.abstract | This paper proposes a weakly- and self-supervised deep convolutional neural network (WSSDCNN) for contentaware image retargeting. Our network takes a source image and a target aspect ratio, and then directly outpues a retargeted image. Retargeting is performed through a shift reap, which is a pixet-wise mapping from the source to the target grid. Our method implicitly learns an attention map, which leads to r content-aware shift map for image retargeting. As a result, discriminative parts in an image are preserved, while background regions are adjusted seamlessly. In the training phase, pairs of an image and its image-level annotation are used to compute content and structure tosses. We demonstrate the effectiveness of our proposed method for a retargeting application with insightful analyses. | - |
dc.language | English | - |
dc.publisher | IEEE Computer Society and the Computer Vision Foundation (CVF) | - |
dc.title | Weakly- and Self- Supervised Learning for Content-Aware Deep Image Retargeting | - |
dc.type | Conference | - |
dc.identifier.wosid | 000425498404067 | - |
dc.identifier.scopusid | 2-s2.0-85041923958 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 4568 | - |
dc.citation.endingpage | 4577 | - |
dc.citation.publicationname | 16th IEEE International Conference on Computer Vision, ICCV 2017 | - |
dc.identifier.conferencecountry | IT | - |
dc.identifier.conferencelocation | Venice Convention Center, Venice | - |
dc.identifier.doi | 10.1109/ICCV.2017.488 | - |
dc.contributor.localauthor | Kweon, In-So | - |
dc.contributor.nonIdAuthor | Cho, Donghyeon | - |
dc.contributor.nonIdAuthor | Park, Jinsun | - |
dc.contributor.nonIdAuthor | Oh, Tae-Hyun | - |
dc.contributor.nonIdAuthor | Tai, Yu-Wing | - |
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