{"id":16844,"date":"2017-05-30T16:30:00","date_gmt":"2017-05-30T16:30:00","guid":{"rendered":"https:\/\/one.sightlinemg.com\/c4isrnet\/uncategorized\/2017\/05\/30\/navy-wants-fused-sensors-for-ship-identification\/"},"modified":"2026-08-08T17:59:03","modified_gmt":"2026-08-08T17:59:03","slug":"navy-wants-fused-sensors-for-ship-identification","status":"publish","type":"post","link":"https:\/\/one.sightlinemg.com\/c4isrnet\/intel-geoint\/sensors\/2017\/05\/30\/navy-wants-fused-sensors-for-ship-identification\/","title":{"rendered":"Navy wants fused sensors for ship identification"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The Navy wants to improve ship identification by fusing different types of sensors.<br\/><br\/><br\/>Radar, EO\/IR, lasers and electronic support measures such as anti-radiation homing have different features for identifying ships. Yet &#8220;current technology approaches develop automatic target recognition systems for a single sensor, each designed to exploit the salient features specific to each sensor type, which leads to suboptimal classification performance for each sensor type and not a higher confidence performance by combining independent sensor data into a single solution,&#8221; says the Navy Small Business Innovation Research proposal.<br\/><br\/>So the Navy wants to take advantage of machine learning to determine how different types of sensors can be fused for ship classification and identification.\u00a0<br\/><br\/>&#8220;Recent advances in machine learning can be explored to discover and to fuse the different feature information inherent within the different sensor types while advances in mobile computing processors enables these machine learning approaches to work efficiently and robustly in real-time.&#8221;<br\/><br\/> The Navy is especially interested in fusing Inverse Synthetic Aperture Radar images with infrared imaging.\u00a0<br\/><br\/><br\/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The service is especially interested in fusing Inverse Synthetic Aperture Radar images with infrared imaging. 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By:"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.0 (Yoast SEO v28.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Navy wants fused sensors for ship identification - C4ISRNet<\/title>\n<meta name=\"description\" content=\"The service is especially interested in fusing Inverse Synthetic Aperture Radar images with infrared imaging.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Navy wants fused sensors for ship identification\" \/>\n<meta property=\"og:description\" content=\"The service is especially interested in fusing Inverse Synthetic Aperture Radar images with infrared imaging.\" \/>\n<meta property=\"og:url\" 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