{"product_id":"9781461374053","title":"Geometric Constraints for Object Detection and Delineation","description":"\u003ch1\u003eGeometric Constraints for Object Detection and Delineation\u003c\/h1\u003e \u003ch2\u003eShufelt, Jefferey\u003c\/h2\u003e \u003cp\u003eThe ability to extract generic 3D objects from images is a  crucial step towards automation of a variety of problems in  cartographic database compilation, industrial inspection and assembly,  and autonomous navigation. Many of these problem domains do not have  strong constraints on object shape or scene content, presenting  serious obstacles for the development of robust object detection and  delineation techniques. \u003cem\u003eGeometric Constraints for Object  Detection\u003c\/em\u003e \u003cem\u003eand Delineation\u003c\/em\u003e addresses these problems with a  suite of novel methods and techniques for detecting and delineating  generic objects in images of complex scenes, and applies them to the  specific task of building detection and delineation from monocular  aerial imagery. \u003cbr\u003e  PIVOT, the fully automated system implementing these techniques, is  quantitatively evaluated on 83 images covering 18 test scenes, and  compared to three existing systems for building extraction. The  results highlight the performance improvements possible with rigorous  photogrammetric camera modeling, primitive-based object  representations, and geometric constraints derived from their  combination. PIVOT's performance illustrates the implications of a  clearly articulated set of philosophical principles, taking a  significant step towards automatic detection and delineation of 3D  objects in real-world environments. \u003cbr\u003e  \u003cem\u003eGeometric Constraints for Object Detection and Delineation\u003c\/em\u003e is  suitable as a textbook or as a secondary text for a graduate-level  course, and as a reference for researchers and practitioners in  industry.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2012-10-11\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781461374053\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4615-5273-4\u003c\/p\u003e \u003cp\u003eDimensions: 235.0cm x155.0cm\u003c\/p\u003e \u003cp\u003ePages: 265.0\u003c\/p\u003e ","brand":"Springer US","offers":[{"title":"Default Title","offer_id":44358976176268,"sku":"9781461374053","price":152.1,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781461374053.jpg?v=1767147525","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781461374053","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}