MARC details
| 000 -LEADER |
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| fixed length control field |
03201nam a22003377a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20250313154032.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
250313b |||||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
TUPM |
| Language of cataloging |
English |
| Transcribing agency |
TUPM |
| Modifying agency |
TUPM |
| Description conventions |
rda |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
BTH QA 76.9 |
| Item number |
A76 2024 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Arnosa, Daniela C. |
| Relator term |
author |
| 245 ## - TITLE STATEMENT |
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| Title |
Development of response system using cctv with image processing/ |
| Statement of responsibility, etc. |
Daniela C. Arnosa, Johnrey A. Bito-onon, Adrian B. Calipdan, Isa Red G. Carpio and Jaydel E. Esquilona.-- |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication, distribution, etc. |
Technological University of the Philippines, Manila. |
| Date of publication, distribution, etc. |
2024 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
x, 150 pages. |
| Dimensions |
29cm |
| 336 ## - CONTENT TYPE |
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| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
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| General note |
Bachelor's thesis |
| 502 ## - DISSERTATION NOTE |
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| Dissertation note |
College of Industrial Technology.-- |
| Degree type |
Bachelor of Engineering Technology major in Computer Engineering Technology: |
| Name of granting institution |
Technological University of the Philippines, Manila. |
| Year degree granted |
2024 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc. note |
Includes bibliographic references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
The relationship between image processing methods and object detection models including<br/>You Only Look Once version 4 also known as YOLOv4 has drastically improved real-time<br/>count monitoring capabilities. The accurate object detection features and high-processing<br/>speed of YOLOv4 provide an ideal solution for safety-enhancing systems operating in<br/>dynamic environments. The proponents aim to develop a project that enhance crowd<br/>counting using CCTV with image processing that has features such as audio output and<br/>real-time crowd monitoring. The system is a web application using python language with<br/>OpenCV. It analyzes crowd density by processing IP camera feeds and as a data gatherer.<br/>YOLOv4 will process the data gathered to identify if it aligns with the attributes of a<br/>human. Once the data exceeded the limit for each CCTV, an audio exit guidance will play<br/>during heavy crowd situations or "extreme" crowd conditions. The system uses modern<br/>technologies to modernize traditional operations so that it delivers quick crowd<br/>management solutions for crisis situations. The system was evaluated using the ISO 25010<br/>standards focusing on functionality, usability, reliability, and performance efficiency<br/>through survey questionnaire with 15 Professionals and 20 end-users and students as<br/>respondents. The project achieved an overall weighted mean of 4.78 or “Excellent”<br/>describe as in functionality, usability, reliability, and performance efficiency aspects. This<br/>result indicates that the system is effective and efficient in terms of crowd monitoring,<br/>analyzing data gathered through the system, and effectively guided crowds when they reach<br/>high density or the “extreme” level. The system enhances the safety and provides an<br/>essential upgrade for traditional crowd counting methods and response.<br/>Key words: IP Camera, CCTV Image Processing, YOLOv4, Audio. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Computer Engineering Technology |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
CCTV |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Image Processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Response System |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Bito-onon, Johnrey A. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Calipdan, Adrian B. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Carpio, Isa Red G. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Esquilona, Jaydel E. |
| 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 |