TY - JOUR
TI - On-Board, Real-Time Preprocessing System for Optical Remote-Sensing Imagery
AU - Qi, B
AU - Shi, H
AU - Zhuang, Y
AU - Chen, H
AU - Chen, L
T2 - Sensors
AB - With the development of remote-sensing technology, optical remote-sensing imagery processing has played an important role in many application fields, such as geological exploration and natural disaster prevention. However, relative radiation correction and geometric correction are key steps in preprocessing because raw image data without preprocessing will cause poor performance during application. Traditionally, remote-sensing data are downlinked to the ground station, preprocessed, and distributed to users. This process generates long delays, which is a major bottleneck in real-time applications for remote-sensing data. Therefore, on-board, real-time image preprocessing is greatly desired. In this paper, a real-time processing architecture for on-board imagery preprocessing is proposed. First, a hierarchical optimization and mapping method is proposed to realize the preprocessing algorithm in a hardware structure, which can effectively reduce the computation burden of on-board processing. Second, a co-processing system using a field-programmable gate array (FPGA) and a digital signal processor (DSP; altogether, FPGA-DSP) based on optimization is designed to realize real-time preprocessing. The experimental results demonstrate the potential application of our system to an on-board processor, for which resources and power consumption are limited.
DA - 2018/05//
PY - 2018
VL - 18
IS - 5
SP - 1328
UR - https://www.mdpi.com/1424-8220/18/5/1328
DO - 10.3390/s18051328
LA - English
ER -