DESIGN AND IMPLEMENTATION OF IMAGE PROCESSING SUBSYSTEM AS TRIPLEK COUNTING ALGORTIHM USING LINE SEGMENT DETECTION FOR PORTABLE HANDHELD DEVICE

DESIGN AND IMPLEMENTATION OF IMAGE PROCESSING SUBSYSTEM AS TRIPLEK COUNTING ALGORTIHM USING LINE SEGMENT DETECTION FOR PORTABLE HANDHELD DEVICE

This final assignment book discusses the inefficiency of manual counting of plywood at the Getstok Bandung warehouse. We propose a handheld device equipped with a camera for plywood counting. The image processing subsystem is selected using a line segment detection algorithm, which shows very hig...

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Main Author: Naufal Abid, Muhammad
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/79660
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:79660
spelling id-itb.:796602024-01-15T07:59:20ZDESIGN AND IMPLEMENTATION OF IMAGE PROCESSING SUBSYSTEM AS TRIPLEK COUNTING ALGORTIHM USING LINE SEGMENT DETECTION FOR PORTABLE HANDHELD DEVICE Naufal Abid, Muhammad Indonesia Final Project LSD, ELSED, Line, Triplek. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/79660 This final assignment book discusses the inefficiency of manual counting of plywood at the Getstok Bandung warehouse. We propose a handheld device equipped with a camera for plywood counting. The image processing subsystem is selected using a line segment detection algorithm, which shows very high efficiency and adaptability. Python was chosen for programming, and 12 algorithms were tested, with ELSED emerging as the most effective. The results showed an average accuracy of 90.3% and an impressive speed of 9 seconds, exceeding the maximum requirement of 5 minutes. The tool is also capable of running on 8 different plywood thicknesses. Further algorithm development is needed so that the algorithm is more adaptive. Design implementation process that shows potential for future developments in sheet-like stack computing. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description This final assignment book discusses the inefficiency of manual counting of plywood at the Getstok Bandung warehouse. We propose a handheld device equipped with a camera for plywood counting. The image processing subsystem is selected using a line segment detection algorithm, which shows very high efficiency and adaptability. Python was chosen for programming, and 12 algorithms were tested, with ELSED emerging as the most effective. The results showed an average accuracy of 90.3% and an impressive speed of 9 seconds, exceeding the maximum requirement of 5 minutes. The tool is also capable of running on 8 different plywood thicknesses. Further algorithm development is needed so that the algorithm is more adaptive. Design implementation process that shows potential for future developments in sheet-like stack computing.
format Final Project
author Naufal Abid, Muhammad
spellingShingle Naufal Abid, Muhammad
DESIGN AND IMPLEMENTATION OF IMAGE PROCESSING SUBSYSTEM AS TRIPLEK COUNTING ALGORTIHM USING LINE SEGMENT DETECTION FOR PORTABLE HANDHELD DEVICE
author_facet Naufal Abid, Muhammad
author_sort Naufal Abid, Muhammad
title DESIGN AND IMPLEMENTATION OF IMAGE PROCESSING SUBSYSTEM AS TRIPLEK COUNTING ALGORTIHM USING LINE SEGMENT DETECTION FOR PORTABLE HANDHELD DEVICE
title_short DESIGN AND IMPLEMENTATION OF IMAGE PROCESSING SUBSYSTEM AS TRIPLEK COUNTING ALGORTIHM USING LINE SEGMENT DETECTION FOR PORTABLE HANDHELD DEVICE
title_full DESIGN AND IMPLEMENTATION OF IMAGE PROCESSING SUBSYSTEM AS TRIPLEK COUNTING ALGORTIHM USING LINE SEGMENT DETECTION FOR PORTABLE HANDHELD DEVICE
title_fullStr DESIGN AND IMPLEMENTATION OF IMAGE PROCESSING SUBSYSTEM AS TRIPLEK COUNTING ALGORTIHM USING LINE SEGMENT DETECTION FOR PORTABLE HANDHELD DEVICE
title_full_unstemmed DESIGN AND IMPLEMENTATION OF IMAGE PROCESSING SUBSYSTEM AS TRIPLEK COUNTING ALGORTIHM USING LINE SEGMENT DETECTION FOR PORTABLE HANDHELD DEVICE
title_sort design and implementation of image processing subsystem as triplek counting algortihm using line segment detection for portable handheld device
url https://digilib.itb.ac.id/gdl/view/79660
_version_ 1822008953316311040

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