Fabric Defect Detection in Handloom Cottage Silk Industries PDF Download
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Author: Savarimuthu Sabeenian
Publisher: LAP Lambert Academic Publishing
ISBN: 9783659455292
Category :
Languages : en
Pages : 128
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Book Description
Sona Signal and Image PROcessing Research Centre (Sona SIPRO) [A Unit of Sona College of Technology] was formally inaugurated by the Former Scientist President of India Dr.A.P.J.Abdul Kalam in 2009. Since then a team of Engineers have been working to solve many social problems using Information Science. This work on Fabric Defect Detection in Hand loom Cottage Silk Industries is a work funded by the All India Council for Technical Education under the Research Promotion Scheme. This book is a outcome of the research work carried out to cater the requirements of small scale hand loom silk weavers located in Salem (TN), India.
Author: Savarimuthu Sabeenian
Publisher: LAP Lambert Academic Publishing
ISBN: 9783659455292
Category :
Languages : en
Pages : 128
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Book Description
Sona Signal and Image PROcessing Research Centre (Sona SIPRO) [A Unit of Sona College of Technology] was formally inaugurated by the Former Scientist President of India Dr.A.P.J.Abdul Kalam in 2009. Since then a team of Engineers have been working to solve many social problems using Information Science. This work on Fabric Defect Detection in Hand loom Cottage Silk Industries is a work funded by the All India Council for Technical Education under the Research Promotion Scheme. This book is a outcome of the research work carried out to cater the requirements of small scale hand loom silk weavers located in Salem (TN), India.
Author: Vustikayala Sivakumar Reddy
Publisher: Springer Nature
ISBN: 9819986281
Category :
Languages : en
Pages : 620
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Book Description
Author: Le Tong
Publisher:
ISBN:
Category : Textile fabrics
Languages : en
Pages : 135
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Book Description
Author: Dorian Schneider
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
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Book Description
Author: Zhen Hou
Publisher:
ISBN:
Category :
Languages : en
Pages : 11
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Book Description
Author: Wenbin Ouyang
Publisher:
ISBN:
Category : Image converters
Languages : en
Pages : 106
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Book Description
Malfunctions on loom machines are the main causes of faulty fabric production. An on-loom fabric inspection system is a real-time monitoring device that enables immediate defect detection for human intervention. This dissertation presented a solution for the on-loom fabric defect inspection, including the new hardware design-the configurable contact image sensor (CIS) module-for on-loom fabric scanning and the defect detection algorithms. The main contributions of this work include (1) creating a configurable CIS module adaptable to a loom width, which brings CIS unique features, such as sub-millimeter resolution, compact size, short working distance and low cost, to the fabric defect inspection system, (2) designing a two-level hardware architecture that can be efficiently deployed in a weaving factory with hundreds of looms, (3) developing a two-level inspecting scheme, with which the initial defect screening is performed on the Raspberry Pi and the intensive defect verification is processed on the cloud server, (4) introducing the novel pairwise-potential activation layer to a convolutional neural network that leads to high accuracies of defect segmentation on fabrics with fine and imbalanced structures, (5) achieving a real-time defect detection that allows a possible defect to be examined multiple times, and (6) implementing a new color segmentation technique suitable for processing multi-color fabric defects. The novel CIS-based on-loom scanning system offered real-time and high-resolution fabric images, which was able to deliver the information of single thread on a fabric. The algorithm evaluation on the fabric defect datasets showed a non-miss-detection rate on defect-free fabrics. The average precision of defect existed images reached above 90% at the pixel level. The detected defect pixels' integrity-the recall scored around 70%. Possible defect regions overestimated on ground truth images and the morphologies of fine defects similar to regular fabric pattern were the two major reasons that caused the imperfection in defect pixel locating. The experiments showed the defect areas on multi-color fabrics could be precisely located under the proposed color segmentation algorithm.
Author: Frank Warner
Publisher: Dalcassian Publishing Company
ISBN:
Category : Silk industry
Languages : en
Pages : 794
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Book Description
Author: Vinu V Das
Publisher: Springer Science & Business Media
ISBN: 3642204988
Category : Computers
Languages : en
Pages : 131
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Book Description
This book constitutes the refereed proceedings of the Second International Conference on Advances in Power Electronics and Instrumentation Engineering, PEIE 2011, held at Nagpur, India, in April 2011. The 9 revised full papers presented together with 4 short papers and 7 poster papers were carefully reviewed and selected from numerous submissions. The papers address current issues in the field of power electronics, communication engineering, instrumentation engineering, digital electronics, electrical power engineering, electrical machines, information technology, control systems, and the like.
Author: U. S. Customs and Border Protection
Publisher:
ISBN: 9781304100061
Category : Education
Languages : en
Pages : 0
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Book Description
Explains process of importing goods into the U.S., including informed compliance, invoices, duty assessments, classification and value, marking requirements, etc.
Author: Prabir Kumar Banerjee
Publisher: CRC Press
ISBN: 1466554444
Category : Technology & Engineering
Languages : en
Pages : 514
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Book Description
How Are Textile Fabrics Formed? Principles of Fabric Formation is a treatise on the modern production systems of woven, knitted, braided, nonwoven, triaxial, multiaxial, and 3D fabrics. This book offers a basic understanding of the technicalities involved in the formation of different types of textile fabrics, and brings out the relative merits and limitations of each production process in one single volume. Gain Insight into the World of Textile Fabrics Providing readers with an appreciation of the technicalities involved in the formation of different types of textile fabrics, the author describes all major fabric formation methods, and explains each stage of formation in the text. He also addresses all major topics related to the formation of different classes of textile fabrics, including yarn winding, warping, yarn sizing, woven fabric construction, weaving, weft knitting, warp knitting, braiding, nonwovens, and triaxial, multiaxial and 3D fabrics. Comprised of 16 chapters, this multifaceted work: Provides a technical description of fabric formation systems Focuses on the diverse technicalities involved in each and every stage of formation Contains a comprehensive compilation of the major principles involved Principles of Fabric Formation is an exclusive junior/senior undergraduate-level textbook with a focus on the diverse technical principles involved in production of the entire gamut of textile fabrics.
