DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lee, Jinwoo | ko |
dc.contributor.author | Go, Hyunsung | ko |
dc.contributor.author | Lee, Hyunjoon | ko |
dc.contributor.author | Cho, Sunghyun | ko |
dc.contributor.author | Sung, Minhyuk | ko |
dc.contributor.author | Kim, Junho | ko |
dc.date.accessioned | 2021-11-22T06:45:15Z | - |
dc.date.available | 2021-11-22T06:45:15Z | - |
dc.date.created | 2021-11-21 | - |
dc.date.created | 2021-11-21 | - |
dc.date.created | 2021-11-21 | - |
dc.date.issued | 2021-10 | - |
dc.identifier.citation | 18th IEEE/CVF International Conference on Computer Vision (ICCV), pp.16208 - 16217 | - |
dc.identifier.uri | http://hdl.handle.net/10203/289342 | - |
dc.description.abstract | Single image camera calibration is the task of estimating the camera parameters from a single input image, such as the vanishing points, focal length, and horizon line. In this work, we propose Camera calibration TRansformer with Line-Classification (CTRL-C), an end-to-end neural network-based approach to single image camera calibration, which directly estimates the camera parameters from an image and a set of line segments. Our network adopts the transformer architecture to capture the global structure of an image with multi-modal inputs in an end-to-end manner. We also propose an auxiliary task of line classification to train the network to extract the global geometric information from lines effectively. Our experiments demonstrate that CTRL-C outperforms the previous stateof-the-art methods on the Google Street View and SUN360 benchmark datasets. Code is available at https:// github. com/ jwlee-vcl/ CTRL-C. | - |
dc.language | English | - |
dc.publisher | International Conference on Computer Vision | - |
dc.title | CTRL-C: Camera calibration TRansformer with Line-Classification | - |
dc.type | Conference | - |
dc.identifier.wosid | 000798743206039 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 16208 | - |
dc.citation.endingpage | 16217 | - |
dc.citation.publicationname | 18th IEEE/CVF International Conference on Computer Vision (ICCV) | - |
dc.identifier.conferencecountry | CN | - |
dc.identifier.conferencelocation | Virtual | - |
dc.identifier.doi | 10.1109/ICCV48922.2021.01592 | - |
dc.contributor.localauthor | Sung, Minhyuk | - |
dc.contributor.nonIdAuthor | Lee, Jinwoo | - |
dc.contributor.nonIdAuthor | Go, Hyunsung | - |
dc.contributor.nonIdAuthor | Lee, Hyunjoon | - |
dc.contributor.nonIdAuthor | Cho, Sunghyun | - |
dc.contributor.nonIdAuthor | Kim, Junho | - |
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