Unveiling False Positives In Starfield Exploration: Advanced Techniques For Precision Star Detection
False positives in starfield exploration occur when a detection system mistakenly identifies celestial objects as stars, leading to errors in data analysis. Understanding false positives involves concepts such as ROC curves, precision, and starfield exploration principles like the celestial sphere and field of view. Advanced techniques for false positive reduction include PSF analysis, thresholding, SNR…