Computational Intelligence In Remote Sensing(1st Edition)

Book details

Book Price $0 : With The Rapid Advancement Of Earth Observation Technologies, The Availability Of High-resolution Remote Sensing (RS) Data Has Expanded Across A Wide Range Of Domains, Including Environmental Monitoring, Land Use Classification, Disaster Management, And Defense. However, The Processing And Interpretation Of Such Data Are Increasingly Challenged By Large Volumes, Complex Spatial-spectral Structures, And Limited Labeled Samples. Computational Intelligence (CI), Inspired By Natural And Biological Systems, Offers Promising Strategies To Address These Complexities Through Adaptive Learning, Feature Extraction, And Decision-making.This Reprint Explores The Latest CI-driven Methodologies Applied To Remote Sensing Tasks, As Reflected In Recent Advancements Such As Hybrid Retrieval Systems, Lightweight Segmentation Networks, Few-shot Classification Models, Semantic-enhanced Image Captioning, And Dual-domain Transformers For Change Detection. It Highlights Contributions From Contemporary Studies That Tackle Practical Challenges In RS, Including Pan-sharpening, Road Extraction, Radar Imaging, And Hyperspectral Unmixing. By Integrating Theory With State-of-the-art Applications, The Reprint Serves As A Valuable Reference For Researchers And Professionals Working At The Intersection Of Artificial Intelligence And Earth Observation. See more