Research and Implementation of Improved Neural Network Non-Uniformity Correction Algorithm

Duan Chengpeng; Liu Wei; Xie Qingsheng; Leng Hanbing; Yi Bo; Chen Yaohong

doi:10.3788/aos201535.0710001

[1] Xiu Jihong, Huang Pu, Li Jun. Non-uniformity correction of large array CCD aerial camera imaging [J]. Acta Optica Sinica, 2013, 33(7): 0711003.

[2] Yildirim O O, Akin T. A dynamic resistance nonuniformity compensation circuit for uncooled microbolometer detector arrays[C]. Defense and Security Symposium. International Society for Optics and Photonics, 2006: 62061T.

[3] Liu Hui, Zhu Mingchao, Wu Zepeng, et al.. Adaptive non-uniformity correction method for infrared focal plane array[J]. Infrared and Laser Engineering, 2014, 43(5): 1364-1369.

[4] Leng Hanbing, Xie Qingsheng, Liu Wei, et al.. Adaptive IRFPA non-uniformity correction based on bayesian estimation[J]. Acta Optica Sinica, 2014, 34(9): 0910001.

[5] Tanaka Y, Tanaka A, Iida K, et al.. Performance of 320×240 uncooled bolometer-type infrared focal plane arrays[C]. Aero Sense 2003. International Society for Optics and Photonics, 2003: 414-424.

[6] Su Yulu, Su Junbo, Liu Chuanming, et al.. Non-uniformity correction method based on the scene of domestic infrared detector[J]. Infrared Technology, 2014, 36(8): 624-627.

[7] Shi Yan, Zhang Tianxu, Wang Yuehuan, et al.. The two non- uniformity correction method analysis FPGA implementation of infrared focal plane[J]. Infrared and Laser, 2005, 35(2): 100-103.

[8] Xu Honglie, Chen Qian, Sui Xiubao, et al.. Complex non-uniformity correction based monotonous scene motion [J]. Infrared and Laser Engineering, 2014, 43(9): 3168-3172.