Session
Pre-Conference Poster Session II
Location
Utah State University, Logan, UT
Abstract
Standard RGB camera combines the number of pixels to perform RGB color, so for having each color represented in each pixel separately, three different cameras are required with different band pass filters that allow only the required color signal to pass into the sensor. The most complicated part of developing such a system is the calibration of the cameras and building a system that can read out from different sensors and integrate the result. The other challenge in the CubeSat is the limited access time and the restricted data rate speed. Also, the high speed of the CubeSat leads to have so blurring images and some other noisy images. Moreover, in some cases where it is cloudy, the captured images have cloud-only. Thus, having an intelligent system that can classify the images using machine learning algorithms as valuable images for downlink or not valuable. Valuable images mean they are clear, no cloud, and not blurring.
AI-Based Novel Camera System with Software Defined Radio Transceiver On-board
Utah State University, Logan, UT
Standard RGB camera combines the number of pixels to perform RGB color, so for having each color represented in each pixel separately, three different cameras are required with different band pass filters that allow only the required color signal to pass into the sensor. The most complicated part of developing such a system is the calibration of the cameras and building a system that can read out from different sensors and integrate the result. The other challenge in the CubeSat is the limited access time and the restricted data rate speed. Also, the high speed of the CubeSat leads to have so blurring images and some other noisy images. Moreover, in some cases where it is cloudy, the captured images have cloud-only. Thus, having an intelligent system that can classify the images using machine learning algorithms as valuable images for downlink or not valuable. Valuable images mean they are clear, no cloud, and not blurring.
