Title :
Correcting Infrared Focal Plane Array Sensor Non Uniformities Based Upon Adaptive Filter
Author :
Ajay Kumar ; Sarkar, Santonu ; Agarwal, R.P.
Author_Institution :
Dept. of Electron. & Comput. Eng., Indian Inst. of Technol., Roorkee, India
Abstract :
The spatial and temporal non-uniformities in infrared focal plane array (IRFPA), which is called as fixed pattern noise, results a slowly varying pattern on the thermal image thus degrading the resolving capabilities of thermal imaging system considerably. An adaptive filter based technique is presented to correct fixed pattern noise. This method uses kalman filter and corrects both the additive and multiplicative types of fixed pattern noise thus eliminating the need of halting the operation of thermal camera for calibration. A FPGA based approach is presented for implementing the proposed method. The result obtained and the performance parameter of the algorithm is presented.
Keywords :
adaptive Kalman filters; array signal processing; field programmable gate arrays; focal planes; image processing; image sensors; infrared imaging; spatiotemporal phenomena; FPGA; IRFPA; adaptive filter; field programmable gate arrays; fixed pattern noise; infrared focal plane array sensor; kalman filter; spatial-temporal non uniformity; thermal imaging system; Adaptive arrays; Adaptive filters; Additive noise; Image resolution; Infrared imaging; Infrared sensors; Optical imaging; Sensor arrays; Spatial resolution; Thermal degradation; FPGA; IRFPA; Kalman filter; NUC; RMSE;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.312643