Development of real-time sing language transcription system/ (Record no. 29167)

MARC details
000 -LEADER
fixed length control field 03335nam a22003257a 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20241206100738.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 241206b |||||||| |||| 00| 0 eng d
040 ## - CATALOGING SOURCE
Original cataloging agency TUPM
Language of cataloging English
Transcribing agency TUPM
Modifying agency TUPM
Description conventions rda
050 ## - LIBRARY OF CONGRESS CALL NUMBER
Classification number BTH TK 5105.59
Item number A97 2024
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Ausan, Kylle Bryan B.
Relator term author
245 ## - TITLE STATEMENT
Title Development of real-time sing language transcription system/
Statement of responsibility, etc. Kylle Bryan B. Ausan, Mark Christian T. Carale, Apreal J. De Chavez, Paul Timothy A. Mena, Rebecca R. Sorreda, and Ethan Darrell T. Sta. Maria .--
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Manila:
Name of publisher, distributor, etc. Technological University of the Philippines,
Date of publication, distribution, etc. 2024.
300 ## - PHYSICAL DESCRIPTION
Extent xii, 129pages:
Dimensions 29cm.
Accompanying material +1 CD-ROM (4 3/4in.)
336 ## - CONTENT TYPE
Source rdacontent
337 ## - MEDIA TYPE
Source rdamedia
338 ## - CARRIER TYPE
Source rdacarrier
500 ## - GENERAL NOTE
General note Thesis (undergraduate)
502 ## - DISSERTATION NOTE
Dissertation note College of Industrial Technology.--
Degree type Bachelor of Engineering Technology major in Electronic Communications Technology:
Name of granting institution Technological University of the Philippines,
Year degree granted 2024.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliography:
520 ## - SUMMARY, ETC.
Summary, etc. The study, Development of Real-Time Sign Language Transcription System aims to<br/>present a real-time sign language transcription system capable of translating American Sign<br/>Language (ASL) and Filipino Sign Language (FSL) into English, Filipino, Cebuano and<br/>Ilokano. The system utilizes Raspberry Pi as the CPU of the system, a camera module 2<br/>for capturing sign language gestures, processed using Python and Speeded Up Robust<br/>Features (SURF) technology for gesture recognition. The translated text is displayed on a<br/>7-inch LED touchscreen. The project prototype has a measurement of 5.7 by 8.5 inch for<br/>portability and user-friendliness. It is composed of wireless keyboard, charging port and is<br/>powered by a 10,000 mAh rechargeable battery. This study intends to resolve<br/>communication lapses between individuals who use sign language to interact in different<br/>languages and dialects. The results showed that the sign language transcriber was able to<br/>recognize ASL and FSL and translate best with medium light exposure. The ASLtranslation<br/>has a minimum accuracy of 38%, maximum accuracy of 47%, and an average accuracy of<br/>41%. FSL translation has a minimum accuracy of 49%, maximum accuracy of 56%, and<br/>an average accuracy of 51%. The time delay of translation for ASL has a minimum of 0.87<br/>seconds, maximum of 2.33 seconds and average of 1.55 seconds. FSL time delay has a<br/>minimum of 0.79 seconds, maximum of 2.22 seconds and average of 1.46 seconds. The<br/>system was evaluated by fifty (50) evaluators composed of electronics professionals,<br/>students under the Electronics Engineering Technology Department of Technological<br/>University of the Philippines, engineering students from Adamson University and Signers<br/>using the Confusion Matrix and was rated with an overall mean of 4.31 with a descriptive<br/>rating of “Very Acceptable.” Indicating that the system is beneficial for both signers and<br/>non-signers in terms of communicating.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element American sign language
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Filipino sign language
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Carale, Mark Christian T.
Relator term author
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name De Chavez, Apreal J.
Relator term author
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Mena, Paul Timothy A.
Relator term author
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Sorreda, Rebecca R.
Relator term author
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Sta. Maria, Ethan Darrell T.
Relator term author
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Bachelor's Thesis CIT
Suppress in OPAC No
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Inventory number Total checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type Public note
    Library of Congress Classification     TUP Manila Library TUP Manila Library Thesis Section-2nd floor 12/06/2024 BTH-3936   BTH TK 5105.59 A97 2024 BTH0003936 12/06/2024 c.1. 12/06/2024 Bachelor's Thesis CIT For library use only



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