High dynamic range image reconstruction for multi-bit quanta image sensor

被引:1
作者
Gao Jing [1 ]
Shang Zongyao [1 ]
Nie Kaiming [1 ]
Luo Tao [2 ]
机构
[1] Tianjin Univ, Sch Microelect, Tianjin Key Lab Imaging & Sensing Microelect Tech, Tianjin 300072, Peoples R China
[2] Tianjin Univ, Coll Intelligence & Comp, Tianjin 300072, Peoples R China
基金
国家重点研发计划;
关键词
DESIGN; NOISE; BIT;
D O I
10.1007/s11801-022-2014-9
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
An adaptive thresholds algorithm is proposed in this letter, which is used to determine the global optimal thresholds for multi-bit quanta image sensor (MB-QIS). Firstly, the senor model of MB-QIS is set up. Then global optimal thresholds theory is analyzed and a thresholds optimization algorithm based on the binary search is designed to determine the optimal global thresholds. Finally, the high dynamic range (HDR) images are reconstructed by the non-iterative maximum likelihood estimation (MLE) image reconstruction method. The results of simulation prove that HDR imaging of MB-QIS is realized by the proposed method effectively.
引用
收藏
页码:553 / 558
页数:6
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