Download or read book Investigation of an Optical Apple Bruise Detection Technique written by Thomas Louis Stiefvater and published by . This book was released on 1970 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Automated Detection of Apple Bruises written by Russell Williams Taylor and published by . This book was released on 1985 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Advances in Bioprocessing Engineering written by Xiusheng H. Yang and published by World Scientific. This book was released on 2002 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of peer-reviewed articles reporting on the latest developments in several food engineering and agricultural processing laboratories at US land-granted universities. The contributors are leading experts in their respective fields.The topics covered in the book include new food processing technologies (such as high voltage electric field processing and microwave sterilization/pasteurization), conversion of agricultural by-products into high quality refined cellulose or biodegradable plastics, and advances in machine vision inspection and sorting techniques for fruit and vegetable packaging lines. Each chapter begins with a general background review with important references, and ends with the latest results from each research laboratory.
Download or read book BRUISE DETECTION IN APPLES USING 3D INFRARED IMAGING AND MACHINE LEARNING TECHNOLOGIES written by and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract : Bruise detection plays an important role in fruit grading. A bruise detection system capable of finding and removing damaged products on the production lines will distinctly improve the quality of fruits for sale, and consequently improve the fruit economy. This dissertation presents a novel automatic detection system based on surface information obtained from 3D near-infrared imaging technique for bruised apple identification. The proposed 3D bruise detection system is expected to provide better performance in bruise detection than the existing 2D systems. We first propose a mesh denoising filter to reduce noise effect while preserving the geometric features of the meshes. Compared with several existing mesh denoising filters, the proposed filter achieves better performance in reducing noise effect as well as preserving bruised regions in 3D meshes of bruised apples. Next, we investigate two different machine learning techniques for the identification of bruised apples. The first technique is to extract hand-crafted feature from 3D meshes, and train a predictive classifier based on hand-crafted features. It is shown that the predictive model trained on the proposed hand-crafted features outperforms the same models trained on several other local shape descriptors. The second technique is to apply deep learning to learn the feature representation automatically from the mesh data, and then use the deep learning model or a new predictive model for the classification. The optimized deep learning model achieves very high classification accuracy, and it outperforms the performance of the detection system based on the proposed hand-crafted features. At last, we investigate GPU techniques for accelerating the proposed apple bruise detection system. Specifically, the dissertation proposes a GPU framework, implemented in CUDA, for the acceleration of the algorithm that extracts vertex-based local binary patterns. Experimental results show that the proposed GPU program speeds up the process of extracting local binary patterns by 5 times compared to a single-core CPU program.
Download or read book Automatic Detection of Surface Blemishes on Apples Using Digital Image Processing written by Gerald L. Graf and published by . This book was released on 1982 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Handbook of Research on New Investigations in Artificial Life AI and Machine Learning written by Habib, Maki K. and published by IGI Global. This book was released on 2022-02-25 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: As technology spreads globally, researchers and scientists continue to develop and study the strategy behind creating artificial life. This research field is ever expanding, and it is essential to stay current in the contemporary trends in artificial life, artificial intelligence, and machine learning. This an important topic for researchers and scientists in the field as well as industry leaders who may adapt this technology. The Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning provides concepts, theories, systems, technologies, and procedures that exhibit properties, phenomena, or abilities of any living system or human. This major reference work includes the most up-to-date research on techniques and technologies supporting AI and machine learning. Covering topics such as behavior classification, quality control, and smart medical devices, it serves as an essential resource for graduate students, academicians, stakeholders, practitioners, and researchers and scientists studying artificial life, cognition, AI, biological inspiration, machine learning, and more.
Download or read book Nondestructive Food Evaluation written by Sundaram Gunasekaran and published by CRC Press. This book was released on 2000-12-06 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume illustrates significant changes in optical, magnetic, ultrasonic, mechanical and biological nondestructive evaluation techniques for online automatic control of food quality evaluation, including X-ray tomography. It presents advances in computer vision, X-ray imaging, ultrasonics, biosensors, and data analysis.
Download or read book Bruise Detection in Apples Using an X ray Technique written by George Edward Ziegler and published by . This book was released on with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Mechanical Damage in Fresh Horticultural Produce written by Pankaj B. Pathare and published by Springer Nature. This book was released on 2024-02-16 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes the impact, compression, vibration studies, and destructive and nondestructive techniques for bruise measurement. It is essential to detect bruises in the early stages of their formation and conduct a quantitative analysis of the degree of bruising, to ensure the accurate grading of bruised fruits and vegetables and reduce unnecessary economic losses. Bruise damage occurring between the point of harvest and consumption contributes the most to the decrease in fruit quality, reducing the market value and ultimately leading to significant reductions in potential revenue. SDG 12.3 aims to “by 2030, halve per capita global food waste at the retail and consumer levels and reduce food losses along production and supply chains, including post-harvest losses.” This book presents recent technological developments in bruise measurement, detection, and analysis of fresh horticultural produce. Given the rising demand for rapid and accurate methods of quality measurement in the horticultural produce industry, this book covers destructive and nondestructive techniques for bruise measurement. Selected applications of different nondestructive methods for various fresh produce commodities are also included. This book will interest graduate and undergraduate students, researchers, academics and engineers working in different aspects of the mechanical damage affected by postharvest handling practices, professionals working in the governments, and other authorities related to fresh horticultural produce quality, regulations, and safety.
Download or read book Issues in Biotechnology and Medical Technology Research and Application 2011 Edition written by and published by ScholarlyEditions. This book was released on 2012-01-09 with total page 1997 pages. Available in PDF, EPUB and Kindle. Book excerpt: Issues in Biotechnology and Medical Technology Research and Application: 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Biotechnology and Medical Technology Research and Application. The editors have built Issues in Biotechnology and Medical Technology Research and Application: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Biotechnology and Medical Technology Research and Application in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Biotechnology and Medical Technology Research and Application: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Download or read book Transactions of the ASAE written by American Society of Agricultural Engineers and published by . This book was released on 1986 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Optical Detection of Apple Skin Bruise Flesh Stem and Calyx written by W. S. Reid and published by . This book was released on 1976 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Masters Theses and Doctoral Dissertations in the Pure and Applied Sciences Accepted by Colleges and Universities of the United States written by and published by . This book was released on 1971 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Master s Theses and Doctoral Dissertations in the Pure and Applied Sciences written by and published by . This book was released on 1971 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Emerging Techniques for Food Processing and Preservation written by Swati Kapoor and published by CRC Press. This book was released on 2023-12-28 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: The demand for safe and healthy foods by consumers has increased the interest in developing new food processing techniques over the past decades. Emerging technologies and techniques are not just working to increase the shelf life of food but are also functioning to maintain the same quality of the food that makes it desirable in the first place. Emerging Techniques for Food Processing and Preservation is an essential guide for professionals and researchers in the food industry who seek to stay updated on the latest advancements in food processing and preservation techniques. This comprehensive book explores cutting-edge technologies that can enhance the quality and safety of food products while also improving their shelf life. With contributions from leading experts in the field, this book covers a wide range of topics, including Electrodialysis, Refractance Window Technology, Cold Plasma, Bio Speckle Laser Technique, Nanofluids, and many others. Each chapter includes detailed explanations of the principles behind these emerging techniques, as well as case studies that demonstrate their practical applications. In this book, readers will gain insights into the principles behind these emerging techniques, their advantages and limitations, and the practical applications in various food products. Whether you are a food scientist, engineer, or a food industry professional, this book will help you stay at the forefront of the rapidly evolving landscape of food processing and preservation.
Download or read book Optical Monitoring of Fresh and Processed Agricultural Crops written by Manuela Zude and published by CRC Press. This book was released on 2008-10-29 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an age of heightened nutritional awareness, assuring healthy human nutrition and improving the economic success of food producers are top priorities for agricultural economies. In the context of these global changes, new innovative technologies are necessary for appropriate agro-food management from harvest and storage, to marketing and consumer
Download or read book Optics in Agriculture written by James A. DeShazer and published by SPIE-International Society for Optical Engineering. This book was released on 2001 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of SPIE present the original research papers presented at SPIE conferences and other high-quality conferences in the broad-ranging fields of optics and photonics. These books provide prompt access to the latest innovations in research and technology in their respective fields. Proceedings of SPIE are among the most cited references in patent literature.
