The Gemini NICI Planet-Finding Campaign: The Companion Detection Pipeline

Abstract: We present the high-contrast image processing techniques used by the Gemini NICI Planet-Finding Campaign to detect faint companions to bright stars. NICI (Near Infrared Coronagraphic Imager) is an adaptive optics instrument installed on the 8-m Gemini South telescope, capable of angular and spectral difference imaging and specifically designed to image exoplanets. The Campaign data pipeline achieves median contrasts of 12.6 magnitudes at 0.5" and 14.4 magnitudes at 1" separation, for a sample of 45 stars (V= 4.3-13.9 mag) from the early phase of the Campaign. We also present a novel approach to calculating contrast curves for companion detection based on 95% completeness in the recovery of artificial companions injected into the raw data, while accounting for the false-positive rate. We use this technique to select the image processing algorithms that are more successful at recovering faint simulated point sources. We compare our pipeline to the performance of the LOCI algorithm for NICI data and do not find significant improvement with LOCI.