File Download
Links for fulltext
(May Require Subscription)
- Publisher Website: 10.1109/IJCNN.2004.1381051
- Scopus: eid_2-s2.0-10944272674
- Find via
Supplementary
-
Citations:
- Scopus: 0
- Appears in Collections:
Conference Paper: Image enlargement as an edge estimation
Title | Image enlargement as an edge estimation |
---|---|
Authors | |
Issue Date | 2004 |
Publisher | Institute of Electrical and Electronics Engineers. The Journals web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000500 |
Citation | The 2004 IEEE International Joint Conference on Neural Networks (IJCNN 2004), Budapest, Hungary, 25-29 July 2004. In IEEE International Conference on Neural Networks Proceedings, 2004, v. 4, p. 2577-2581 How to Cite? |
Abstract | A robust image enlargement algorithm is presented in this paper. We formulate the image enlargement process as an edge information estimation process. In order to achieve a higher resolution, we first perform Pixel Duplication on the target image to form an initial high resolution image. Then the edge details of the enlarged image are estimated by using a novel neural network called "Agent Swarm Regression Network ASRN", which is trained by a set of low resolution (LR) / high resolution (HR) image patch pairs. Two benchmark images were used to verify the performance of the proposed algorithm. The results show that the enlarged images by the proposed algorithm are sharper than those by the conventional methods. |
Persistent Identifier | http://hdl.handle.net/10722/196647 |
ISBN | |
ISSN |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Chow, C-K | - |
dc.contributor.author | Tsui, H-T | - |
dc.date.accessioned | 2014-04-24T02:10:30Z | - |
dc.date.available | 2014-04-24T02:10:30Z | - |
dc.date.issued | 2004 | - |
dc.identifier.citation | The 2004 IEEE International Joint Conference on Neural Networks (IJCNN 2004), Budapest, Hungary, 25-29 July 2004. In IEEE International Conference on Neural Networks Proceedings, 2004, v. 4, p. 2577-2581 | - |
dc.identifier.isbn | 0-7803-8359-1 | - |
dc.identifier.issn | 1098-7576 | - |
dc.identifier.uri | http://hdl.handle.net/10722/196647 | - |
dc.description.abstract | A robust image enlargement algorithm is presented in this paper. We formulate the image enlargement process as an edge information estimation process. In order to achieve a higher resolution, we first perform Pixel Duplication on the target image to form an initial high resolution image. Then the edge details of the enlarged image are estimated by using a novel neural network called "Agent Swarm Regression Network ASRN", which is trained by a set of low resolution (LR) / high resolution (HR) image patch pairs. Two benchmark images were used to verify the performance of the proposed algorithm. The results show that the enlarged images by the proposed algorithm are sharper than those by the conventional methods. | - |
dc.language | eng | - |
dc.publisher | Institute of Electrical and Electronics Engineers. The Journals web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000500 | - |
dc.relation.ispartof | IEEE International Conference on Neural Networks Proceedings | - |
dc.rights | ©2004 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | - |
dc.title | Image enlargement as an edge estimation | - |
dc.type | Conference_Paper | - |
dc.description.nature | published_or_final_version | - |
dc.identifier.doi | 10.1109/IJCNN.2004.1381051 | - |
dc.identifier.scopus | eid_2-s2.0-10944272674 | - |
dc.identifier.volume | 4 | - |
dc.identifier.spage | 2577 | - |
dc.identifier.epage | 2581 | - |
dc.publisher.place | United States | - |
dc.customcontrol.immutable | sml 160603 amended | - |
dc.identifier.issnl | 1098-7576 | - |