{"product_id":"3-d-shape-estimation-and-image-restoration-exploiting-defocus-and-motion-blur-9781846281761","title":"3-D Shape Estimation and Image Restoration: Exploiting Defocus and Motion-Blur","description":"\u003cp\u003e • Author(s): Paolo Favaro\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Software Development \u0026amp; Engineering - Computer Graphics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eImages contain information about the spatial properties of the scene they depict. When coupled with suitable assumptions, images can be used to infer three-dimensional information. This useful volume concentrates on motion blur and defocus, which can be exploited to infer the 3-D structure of a scene--as well as its radiance properties--and which in turn can be used to generate novel images with better quality.\u003c\/p\u003e \u003cp\u003e\u003cem\u003e3-D Shape Estimation and Image Restoration\u003c\/em\u003e presents a coherent framework for the analysis and design of algorithms to estimate 3-D shape from defocused and motion blurred images, and to eliminate defocus and motion blur to yield \"restored\" images. It provides a collection of algorithms that are optimal with respect to the chosen model and estimation criterion.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eTopics and Features include: \u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e- Comprehensive introduction to guide readers through the different areas of the topic\u003c\/p\u003e \u003cp\u003e- Basic models of image formation\u003c\/p\u003e \u003cp\u003e- Discussion of least-squares shape from defocus\u003c\/p\u003e \u003cp\u003e- Unifying defocus and motion blur\u003c\/p\u003e \u003cp\u003e- Handling multiple moving objects\u003c\/p\u003e \u003cp\u003e- Dealing with occlusions\u003c\/p\u003e \u003cp\u003e- Appendices supply the necessary background in optimization and regularization\u003c\/p\u003e \u003cp\u003e- www.eps.hw.ac.uk\/ pf21\/FavaroSoattoBook\/downloads contains implementations of relevant algorithms, test data and demos.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eWritten for readers with interests in image processing and computer vision and with backgrounds in engineering, science or mathematics, this highly practical text\/reference is accessible to advanced students or those with a degree that includes basic linear algebra and calculus courses. It can also be seen as a resource for practitioners looking to expand their knowledge in the subject.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45274534314135,"sku":"9781846281761","price":3631.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781846281761.webp?v=1769280212","url":"https:\/\/atlanticbooks.com\/products\/3-d-shape-estimation-and-image-restoration-exploiting-defocus-and-motion-blur-9781846281761","provider":"Atlantic Books","version":"1.0","type":"link"}