Title :
CCD base line subtraction algorithms
Author :
Kotov, I.V. ; Kotov, A.I. ; Frank, J. ; Connor, P.O. ; Perevoztchikov, V. ; Takacs, P.
Author_Institution :
Brookhaven Nat. Lab., Upton, NY, USA
fDate :
Oct. 24 2009-Nov. 1 2009
Abstract :
High statistics astronomical surveys require higher accuracy of sensor calibration procedures. The first step in calibration procedures is the base line subtraction. The accuracy and robustness of different base line subtraction techniques used for Charge Coupled Device (CCD) sensors are discussed. The specialized algorithm of the base line subtraction for CCD images containing sparse signals was developed and is discussed in section 3. This algorithm does not require taking additional bias exposures and uses data from the same image. Statistical properties of the algorithm are discussed in section 3. The algorithm performance on 55Fe data and comparison with bias exposures approach is presented in section 4. Details of the bias exposure analysis are presented in section 2.
Keywords :
CCD image sensors; X-ray apparatus; X-ray astronomy; astronomical instruments; astronomical surveys; calibration; CCD baseline subtraction algorithm; CCD sensors; astronomical surveys; charge coupled device; sensor calibration accuracy; Calibration; Charge coupled devices; Cosmic rays; Costs; Interpolation; Noise robustness; Nuclear and plasma sciences; Pixel; Sensor phenomena and characterization; Tail; Calibration; Charge coupled devices; Error analysis;
Conference_Titel :
Nuclear Science Symposium Conference Record (NSS/MIC), 2009 IEEE
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4244-3961-4
Electronic_ISBN :
1095-7863
DOI :
10.1109/NSSMIC.2009.5401576