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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

William J. Shuart

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Open access Jul 2026

Evaluating Ground Imagery for Long-Standoff, Vision-Based Navigation, Localization and Positioning

This paper evaluated image quality, algorithms and a workflow associated with matching horizons derived from 3D terrain data to ground imagery as a way to visually estimate a geographic position using a passive, vision-based navigation technique using long-standoff terrain features and a horizon detection algorithm hos...

J. Ruby, Jimmy R. Carter, Melissa Pham et al. · 0 citations
Open access Jul 2026

Evaluating Classical and Deep Keypoint Detectors for SfM Reconstruction in Arctic UAV Imagery

Abstract. Structure-from-Motion (SfM) pipelines rely heavily on the detection and matching of repeatable keypoints across images, yet the performance of modern learned feature extractors in challenging environments remains insufficiently understood. This paper evaluates classical and deep keypoint detectors for SfM rec...

Nicholas Sansoterra, M. G. Lenzano, William J. Shuart et al. · 0 citations

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