Download e-book for kindle: Hyperspectral Imaging for Food Quality Analysis and Control by Da-Wen Sun

By Da-Wen Sun

ISBN-10: 0123747538

ISBN-13: 9780123747532

In response to the mixing of laptop imaginative and prescient and spectrscopy innovations, hyperspectral imaging is a singular expertise for acquiring either spatial and spectral details on a product. Used for almost two decades within the aerospace and armed forces industries, extra lately hyperspectral imaging has emerged and matured into the most robust and speedily turning out to be equipment of non-destructive foodstuff caliber research and keep an eye on. Hyperspectral Imaging for foodstuff caliber research and keep an eye on offers the middle information regarding how this confirmed technology will be virtually utilized for meals caliber evaluate, together with details at the gear to be had and choice of the main applicable of these tools. also, real-world food-industry-based examples are integrated, giving the reader vital insights into the particular program of the technological know-how in comparing foodstuff items. *Presentation of rules and tools offers middle knowing of the way this technology plays, in addition to instruction on determining the main acceptable apparatus for implementation *Includes real-world, sensible program to illustrate the viability and demanding situations of operating with this know-how *Provides valuable details for making right decision on use of hyperspectral imaging

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Extra info for Hyperspectral Imaging for Food Quality Analysis and Control

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Every image element (pixel) in the hyperspectral image contains its own spectral signature. Briefly, spectral signature is defined as the pattern of reflection, absorbance, transmittance, and/or emitting of electromagnetic energy at specific wavelengths. In principle, the spectral signature can be used to uniquely characterize, identify, and discriminate by class/type any given object(s) in an image over a sufficiently broad wavelength band (Shaw & Manolakis, 2002). 6. Hyperspectral Image and Hyperspectral Data Hyperspectral image data consist of several congruent images representing intensities at different wavelength bands composed of vector pixels (voxels) containing two-dimensional spatial information (of m rows and n columns) as well as spectral information (of K wavelengths).

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Transactions of the ASAE, 47(1), 311–320. Du, C. -W. (2004). Recent developments in the applications of image processing techniques for food quality evaluation. Trends in Food Science & Technology, 15, 230–249. -W. (2006). Learning techniques used in computer vision for food quality evaluation: A review. Journal of Food Engineering, 72(1), 39–55. , & Ngadi, M. (2007). Hyperspectral imaging for nondestructive determination of some quality attributes for strawberry. Journal of Food Engineering, 81(1), 98–107.

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Hyperspectral Imaging for Food Quality Analysis and Control by Da-Wen Sun


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