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TitleComputer vision technology for food quality evaluation [electronic resource] / edited by Da-Wen Sun
Imprint Amsterdam ; Boston : Elsevier/Academic Press, 2008
Edition 1st ed
Connect tohttp://www.sciencedirect.com/science/book/9780123736420
Descript xiv, 583 p. : ill. ; 26 cm

SUMMARY

The first book in this rapidly expanding area, Computer Vision Technology for Food Quality Evaluation thoroughly discusses the latest advances in image processing and analysis. Computer vision has attracted much research and development attention in recent years and, as a result, significant scientific and technological advances have been made in quality inspection, classification and evaluation of a wide range of food and agricultural products. This unique work provides engineers and technologists working in research, development, and operations in the food industry with critical, comprehensive and readily accessible information on the art and science of computer vision technology. Undergraduate and postgraduate students and researchers in universities and research institutions will also find this an essential reference source. Discusses novel technology for recognizing objects and extracting quantitative information from digital images in order to provide objective, rapid, non-contact and non-destructive quality evaluation. International authors with both academic and professional credentials address in detail one aspect of the relevant technology per chapter making this ideal for textbook use Divided into three parts, it begins with an outline of the fundamentals of the technology, followed by full coverage of the application in the most researched areas of meats and other foods, fruits, vegetables and grains


CONTENT

Table of Contents -- Part I. Fundamentals of Computer Vision Technology -- 1 Image Acquisition Systems -- 2 Image Segmentation Techniques -- 3 Object Measurement Methods -- 4 Object Classification Methods -- Part II. Quality Evaluation of Meat, Poultry and Seafood -- 5 Quality Evaluation of Meat Cuts -- 6 Quality Measurement of Cooked Meats -- 7 Quality Inspection of Poultry Carcasses -- 8 Quality Evaluation of Seafoods -- Part III. Quality Evaluation of Fruit and Vegetables -- 9 Quality Evaluation of Apples -- 10 Quality Evaluation of Citrus -- 11 Quality Evaluation of Strawberry -- 12 Classification and Quality Evaluation of Table Olives -- 13 Grading of Potatoes -- 14 Imaging spectroscopy for determining the optical properties of fruit -- Part IV. Quality Evaluation of Grains -- 15 Wheat Quality Evaluation -- 16 Quality Evaluation of Rice -- 17 Quality Evaluation of Corn/Maize -- Part V. Quality Evaluation of Other Foods -- 18 Quality Evaluation of Pizzas -- 19 Cheese Quality Evaluation -- 20 Quality Evaluation of Bakery Products -- 21 Image Analysis of Oriental Noodles -- 22 Quality Evaluation and Control of Potato Chips -- List of Contributors


Food adulteration and inspection -- Data processing Computer vision Food -- Quality Electronic books.



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