A nonuniformity correction method based on Bayesian framework

QIAN Wei-Xian; REN Jian-Le; CHEN Qian; GU Guo-Hua

doi:10.3724/sp.j.1010.2013.00491

[1] Scribner D A, Sarkady K A, Caulfield J T. Adaptive retina-like preprocessing for imaging detector arrays[J]. Proc. IEEE Int. Conf. Neural Networks, San Francisco, USA, 1993: 19551960.

[2] Scribner D A, Sarkady K A, Caulfield J T. Nonuniformity correction for staring IR focal plane arrays using scene-based techniques[J]. Proc. SPIE, 1990, 1308: 224–233.

[3] Harris J G, Chiang Y M. Nonuniformity correction of infrared image sequences using the constant-statistics constraint[J]. IEEE Transactions on Image Processing, 1999, 8(8): 11481151.

[4] Zhang C, Zhao W-Y. Scene-based nonuniformity correction using local constant statistics[J]. J. Opt. Soc. Am. A, 2008, 25(6): 14441453.

[5] Torres S N , Hayat M M. Kalman filtering for adaptive nonuniformity correction in infrared focal-plane arrays ［J］. Opt. Soc. Am. A, 2003, 20(3): 470480.

[6] Shehadeh M , Kuybeda O. Robust nonuniformity correction in infrared images[J]. Proc. IEEE Int. Conf. Electrical and Electronics Engineers, Israel, 2008: 275279.

[7] Qian W X, Chen Q, Gu G-H. Space low-pass and temporal high-pass nonuniformity correction Algorithm[J]. Optical Review, 2010, 17(11): 2429.

[8] Qian W X, Chen Q, Gu G-H, et al. Correction method for stripe nonuniformity[J]. Applied Optics, 2010, 49(10): 17641773.

[9] Parker D R, Gustafson S C, Oxley M E, et al. Development of a Bayesian framework for determining uncertainty in receiver operating characteristic curve estimates[J]. IEEE Transactions on Knowledge and Data Engineering, 2010, 22(1): 3145.

[10] Celik T. Change detection in satellite images using a genetic algorithm approach[J]. IEEE Geoscience and Remote Sensing Letters, 2010, 17(2): 386390.

[11] Hardie R C , Baxley F , Brys B, et al. Scene-based nonuniformity correction with reduced ghosting using a gated LMS algorithm[J]. Optical Express, 2009, 17(17): 1491814933.

[12] Torres S N , Hayat M M. Kalman filtering for adaptive nonuniformity correction in infrared focal plane arrays[J]. The Journal of the Optical Society of America A 2003, 20(3): 470480.

[13] Torres S N , Vera E M, Reeves R A, et al. Adaptive scene-based nonuniformity correction method for infrared focal plane arrays[J]. SPIE Conference on Infrared Imaging Systems: Design Analysis, Modeling, and Testing XIV, Orlando, Florida, 2003, 5076: 7580.

[14] Vera E M, Torres S N. Fast adaptive nonuniformity correction for infrared focal-plane array detectors[J]. Eurasip Journal on Applied Signal Processing 2005, 13: 19942004.