Unsupervised Computer Vision for Aerospace Systems (eBook, PDF)
Zhaoxiang Zhang
eBook, PDF

Unsupervised Computer Vision for Aerospace Systems (eBook, PDF)

Spacecraft Pose Estimation to Infrastructure Health Monitoring

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This book addresses perception and monitoring challenges in aerospace systems by employing innovative unsupervised learning techniques, thereby providing solutions for scenarios characterized by limited labelled data or dynamic environments. It explores practical methods such as domain adaptation for cross-modal pose estimation, causal inference for point cloud segmentation, and lightweight vision models optimized for edge computing. Key features include algorithm flowcharts, performance comparison tables, and real-world case studies covering planetary crater detection and spacecraft pose esti...

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