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	<title>spacecraft pose estimation &#8211; BIOENGINEER.ORG</title>
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		<title>AI Learns to Doubt Itself to Track Tumbling Spacecraft in Orbit</title>
		<link>https://bioengineer.org/ai-learns-to-doubt-itself-to-track-tumbling-spacecraft-in-orbit/</link>
		
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		<pubDate>Mon, 05 Oct 2026 15:45:33 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[autonomous rendezvous]]></category>
		<category><![CDATA[covariance]]></category>
		<category><![CDATA[deep learning]]></category>
		<category><![CDATA[EPnP]]></category>
		<category><![CDATA[keypoint detection]]></category>
		<category><![CDATA[monocular vision]]></category>
		<category><![CDATA[non-cooperative spacecraft]]></category>
		<category><![CDATA[on-orbit servicing]]></category>
		<category><![CDATA[RANSAC]]></category>
		<category><![CDATA[spacecraft pose estimation]]></category>
		<category><![CDATA[SPEED benchmark]]></category>
		<category><![CDATA[uncertainty estimation]]></category>
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					<description><![CDATA[Researchers have developed an uncertainty-aware monocular vision framework that assigns full anisotropic covariance matrices to spacecraft keypoints, achieving top-tier pose estimation accuracy on real imagery from the ESA SPEED benchmark.]]></description>
		
		
		
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