{"product_id":"imaging-spectroscopy-for-scene-analysis-9781447146513","title":"Imaging Spectroscopy for Scene Analysis","description":"\u003cp\u003e • Author(s): Antonio Robles-Kelly\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Imaging Systems\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eIn contrast with trichromatic image sensors, imaging spectroscopy can capture the properties of the materials in a scene. This implies that scene analysis using imaging spectroscopy has the capacity to robustly encode material signatures, infer object composition and recover photometric parameters.\u003c\/p\u003e\u003cp\u003eThis landmark text\/reference presents a detailed analysis of spectral imaging, describing how it can be used in elegant and efficient ways for the purposes of material identification, object recognition and scene understanding. The opportunities and challenges of combining spatial and spectral information are explored in depth, as are a wide range of applications from surveillance and computational photography, to biosecurity and resource exploration.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTopics and features: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDiscusses spectral image acquisition by hyperspectral cameras, and the process of spectral image formation\u003c\/li\u003e\n\u003cli\u003eExamines models of surface reflectance, the recovery of photometric invariants, and the estimation of the illuminant power spectrum from spectral imagery\u003c\/li\u003e\n\u003cli\u003eDescribes spectrum representations for the interpolation of reflectance and radiance values, and the classification of spectra\u003c\/li\u003e\n\u003cli\u003eReviews the use of imaging spectroscopy for material identification\u003c\/li\u003e\n\u003cli\u003eExplores the recovery of reflection geometry from image reflectance\u003c\/li\u003e\n\u003cli\u003eInvestigates spectro-polarimetric imagery, and the recovery of object shape and material properties using polarimetric images captured from a single view\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eAn essential resource for researchers and graduate students of computer vision and pattern recognition, this comprehensive introduction to imaging spectroscopy for scene analysis will also be of great use to practitioners interested in shape analysis employing polarimetric imaging, and material recognition and classification using hyperspectral or multispectral data.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45274550206615,"sku":"9781447146513","price":7267.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781447146513.webp?v=1769280259","url":"https:\/\/atlanticbooks.com\/products\/imaging-spectroscopy-for-scene-analysis-9781447146513","provider":"Atlantic Books","version":"1.0","type":"link"}