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Scene-based non-uniformity correction using compressive sensing

  • Mahboob Iqbal*
  • , Jie Chen
  • , Zhuo Li
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A novel compressive sensing (CS) based non-uniformity correction (NUC) technique for focal plane array (FPA) imaging system is proposed. Instead of estimating NUC parameters from video sequence at 100% sensors in FPA, only 40% sensors are selected via CS measurement matrix for real-time NUC estimation and CS reconstruction algorithm is exploited to obtain NUC compensation table for 100% sensors. In this study, temporal highpass filtering technique is used to estimate NUC parameters at selected pixels from sequence of video frames. The simulation results show that proposed CS based NUC framework can effectively remove FPA non-uniformities.

源语言英语
主期刊名2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 - Proceedings
977-980
页数4
DOI
出版状态已出版 - 2011
活动2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 - Vancouver, BC, 加拿大
期限: 24 7月 201129 7月 2011

出版系列

姓名International Geoscience and Remote Sensing Symposium (IGARSS)

会议

会议2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011
国家/地区加拿大
Vancouver, BC
时期24/07/1129/07/11

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