Astronomical Image Processing and Artifact Removal

Design a comprehensive astronomical image processing pipeline using scikit-image and Astropy that can automatically detect and remove instrumental artifacts from telescope data. Implement advanced noise reduction techniques, cosmic ray detection algorithms, and support for multiple telescope data formats (FITS, TIFF). Include machine learning-based background estimation and create a modular system for different telescope instrument calibrations.