{"product_id":"context-aided-tracking-with-adaptive-hyperspectral-air-force-institute-of-technology-9781249415671","title":"Context-Aided Tracking With Adaptive Hyperspectral Imagery","description":"\u003cbr\u003e A methodology for the context-aided tracking of ground vehicles in remote airborne imagery is developed in which a background model is inferred from hyperspectral imagery. The materials comprising the background of a scene are remotely identified and lead to this model. Two model formation processes are developed: a manual method, and method that exploits an emerging adaptive, multiple-object-spectrometer instrument. A semi-automated background modeling approach is shown to arrive at a reasonable background model with minimal operator intervention. A novel, adaptive, and autonomous approach uses a new type of adaptive hyperspectral sensor, and converges to a 66% correct background model in 5% the time of the baseline { a 95% reduction in sensor acquisition time. A multiple-hypothesis-tracker is incorporated, which utilizes background statistics to form track costs and associated track maintenance thresholds. The context-aided system is demonstrated in a high-fidelity tracking testbed, and reduces track identity error by 30%. \u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Air Force Institute of Technology,Andrew C. Rice\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1249415675\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781249415671\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Biblioscholar\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/17\/2012\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 158\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.51lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.34d","brand":"Air Force Institute of Technology","offers":[{"title":"Paperback","offer_id":48449358037247,"sku":"9781249415671","price":18.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_943a0269-f3e3-4c29-a24e-6a7e47fa5899.jpg?v=1777263025","url":"https:\/\/www.whiterainbookhouse.com\/products\/context-aided-tracking-with-adaptive-hyperspectral-air-force-institute-of-technology-9781249415671","provider":"WR Book House","version":"1.0","type":"link"}