NIR to LWIR Image Translation for Generating LWIR Image Datasets

Jin Young Choi, Dong-Goo Kang, Minhye Chang, Kye Young Jeong, Byung Cheol Song
{"title":"NIR to LWIR Image Translation for Generating LWIR Image Datasets","authors":"Jin Young Choi, Dong-Goo Kang, Minhye Chang, Kye Young Jeong, Byung Cheol Song","doi":"10.1109/ICEIC61013.2024.10457153","DOIUrl":null,"url":null,"abstract":"This paper proposes a deep learning-based algorithm that converts near-infrared (NIR) images to long-wave infrared (LWIR) images to solve the problem of lack of LWIR datasets. Experimental results qualitatively show excellent translation performance of the proposed method. We hope that this study contributes to various computer vision tasks in the LWIR domain.","PeriodicalId":518726,"journal":{"name":"2024 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"389 2","pages":"1-2"},"PeriodicalIF":0.0000,"publicationDate":"2024-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2024 International Conference on Electronics, Information, and Communication (ICEIC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEIC61013.2024.10457153","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This paper proposes a deep learning-based algorithm that converts near-infrared (NIR) images to long-wave infrared (LWIR) images to solve the problem of lack of LWIR datasets. Experimental results qualitatively show excellent translation performance of the proposed method. We hope that this study contributes to various computer vision tasks in the LWIR domain.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
近红外到长波红外图像转换,用于生成长波红外图像数据集
本文提出了一种基于深度学习的算法,可将近红外图像转换为长波红外图像,以解决缺乏长波红外数据集的问题。实验结果定性地显示了所提方法出色的转换性能。我们希望这项研究能为长波红外领域的各种计算机视觉任务做出贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Study on Improving the Durability of Shaded Pole Induction Motors Used for Refrigerator Fans New Approximate 4:2 Compressor for High Accuracy and Small Area Using MUX Logic A Study on the UWB/Encoder/IMU Sensor Fusion Position Estimation System for the Development of Driving Assistance Technology in Autonomous Driving Wheelchairs DDANet: Dilated Deformable Attention Network for Dynamic Scene Deblurring NIR to LWIR Image Translation for Generating LWIR Image Datasets
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1