 This study aims to improve the quality of imagery acquired by a miniature six-band multi-spectral imaging sensor through practical image-based sensor correction techniques focusing on noise reduction, sensor-based modifications, and lens distortion, while also serving dual roles in data quality improvement and platform limitations identification. This article was authored by Argo Lucier and Joshua Kelsey.