KSKY Hi-Tech delivers new-generation, fully automatic technologies for optical satellite and aerial imagery. Our solutions are designed to improve image clarity, radiometric reliability, and information usability for large-scale Earth observation, environmental monitoring, and intelligent analytics.
AICOOL is a new-generation, fully automatic haze removal and image clarification technology for high-resolution optical satellite and aerial imagery. Unlike conventional atmospheric correction approaches, AICOOL adopts an image-driven framework based on a novel electromagnetic wave component formulation, enabling the separation of haze, thin clouds, and surface information without relying on sensor metadata or external atmospheric inputs. The technology is specifically designed for large-scale, high-throughput batch processing and performs robustly under complex and spatially heterogeneous haze conditions, while preserving radiometric and spectral consistency required for quantitative analysis.
This solution provides fully automatic estimation of PM2.5 air pollution using high-resolution optical satellite imagery. It is built upon haze distribution extraction derived from AICOOL processing and integrates AI-driven modeling and quality control to support large-scale operational monitoring. The system enables county-level or district-level PM2.5 assessment and is suitable for the deployment of automated satellite-based air-quality monitoring stations.
This solution provides a robust framework for radiometric normalization and harmonization across multiple satellite platforms. It is based on the author’s pioneering research in radiometric normalization, compositing, and large-area image mosaicking, and ensures consistent reflectance behavior across sensors, acquisition times, and imaging conditions. The system supports stable long-term time series analysis and improves the reliability of downstream analytics, including AI-based applications.