Image Processing Based Pattern Recognition and Computerized Embroidery Machine
In the last decades, embroidery getting much attention in industries and academics. Although the technique is very old, it is still very much adopted. The current era of machine learning and smart devices makes this method even more attractive, easy to adopt and high accuracy. The proposed research...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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The University of Lahore
2022-12-01
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| Series: | Pakistan Journal of Engineering & Technology |
| Subjects: | |
| Online Access: | https://www.hpej.net/journals/pakjet/article/view/2234 |
| _version_ | 1828084656601300992 |
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| author | Aisha Shariq Afshan Khan Abdul Moid Khan Muhammad Khurram Muhammad Farooq Umer Muhammad Salik Salam |
| author_facet | Aisha Shariq Afshan Khan Abdul Moid Khan Muhammad Khurram Muhammad Farooq Umer Muhammad Salik Salam |
| author_sort | Aisha Shariq |
| collection | DOAJ |
| description |
In the last decades, embroidery getting much attention in industries and academics. Although the technique is very old, it is still very much adopted. The current era of machine learning and smart devices makes this method even more attractive, easy to adopt and high accuracy. The proposed research work aims to highlight the implementation of new smart devices in this field, and the work is based on microcontrollers. Adopting the proposed work will be very easy and feasible to transform from the old sewing machine to a new smart method. Using smart devices, it is very easy and precise to get the embroidery fulfilling the user's demands. It gives simple raster images, which are used to convert into digital images to portray any new product. The current work is a novel idea of generating simple images rather than complicated ones, which are difficult to draw. In our method, we introduce the digitization process to input any image file used for vectorizing raster images, where vector images can easily convert into a DST embroidery file, a commonly used embroidery format originally from Tajima. It also has a Gcode file. The machine runs on a Gcode file which can be easily generated and runs on a product.
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| first_indexed | 2024-04-11T04:29:17Z |
| format | Article |
| id | doaj.art-5d749b71da1b478b8cbc52f4be042d0e |
| institution | Directory Open Access Journal |
| issn | 2664-2042 2664-2050 |
| language | English |
| last_indexed | 2024-04-11T04:29:17Z |
| publishDate | 2022-12-01 |
| publisher | The University of Lahore |
| record_format | Article |
| series | Pakistan Journal of Engineering & Technology |
| spelling | doaj.art-5d749b71da1b478b8cbc52f4be042d0e2022-12-29T11:33:39ZengThe University of LahorePakistan Journal of Engineering & Technology2664-20422664-20502022-12-015410.51846/vol5iss4pp68-74Image Processing Based Pattern Recognition and Computerized Embroidery MachineAisha Shariq0Afshan Khan1Abdul Moid Khan2Muhammad Khurram3Muhammad Farooq Umer4Muhammad Salik Salam5Department of Computer Science, Sir Syed University of Engineering & Technology, Karachi, PakistanDepartment of Computer Science, Nazeer Hussain University Karachi, PakistanDepartment of Electronic Engineering, Sir Syed University of Engineering & Technology, Karachi, PakistanUniversity of Technology and Applied Sciences, Nizwa Sultanate of OMANDepartment of Computer Science, University of Alabama at Birmingham, 1402 10th Avenue S. Birmingham, AL 35294, USADepartment of Computer Science, University of Alabama at Birmingham, 1402 10th Avenue S. Birmingham, AL 35294, USA In the last decades, embroidery getting much attention in industries and academics. Although the technique is very old, it is still very much adopted. The current era of machine learning and smart devices makes this method even more attractive, easy to adopt and high accuracy. The proposed research work aims to highlight the implementation of new smart devices in this field, and the work is based on microcontrollers. Adopting the proposed work will be very easy and feasible to transform from the old sewing machine to a new smart method. Using smart devices, it is very easy and precise to get the embroidery fulfilling the user's demands. It gives simple raster images, which are used to convert into digital images to portray any new product. The current work is a novel idea of generating simple images rather than complicated ones, which are difficult to draw. In our method, we introduce the digitization process to input any image file used for vectorizing raster images, where vector images can easily convert into a DST embroidery file, a commonly used embroidery format originally from Tajima. It also has a Gcode file. The machine runs on a Gcode file which can be easily generated and runs on a product. https://www.hpej.net/journals/pakjet/article/view/2234Intelligent embroidery, image processing, pattern design, auto-digitizing, CNC machine, rasterizing, vectorization, transformation |
| spellingShingle | Aisha Shariq Afshan Khan Abdul Moid Khan Muhammad Khurram Muhammad Farooq Umer Muhammad Salik Salam Image Processing Based Pattern Recognition and Computerized Embroidery Machine Pakistan Journal of Engineering & Technology Intelligent embroidery, image processing, pattern design, auto-digitizing, CNC machine, rasterizing, vectorization, transformation |
| title | Image Processing Based Pattern Recognition and Computerized Embroidery Machine |
| title_full | Image Processing Based Pattern Recognition and Computerized Embroidery Machine |
| title_fullStr | Image Processing Based Pattern Recognition and Computerized Embroidery Machine |
| title_full_unstemmed | Image Processing Based Pattern Recognition and Computerized Embroidery Machine |
| title_short | Image Processing Based Pattern Recognition and Computerized Embroidery Machine |
| title_sort | image processing based pattern recognition and computerized embroidery machine |
| topic | Intelligent embroidery, image processing, pattern design, auto-digitizing, CNC machine, rasterizing, vectorization, transformation |
| url | https://www.hpej.net/journals/pakjet/article/view/2234 |
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