Smoke detection using image processing
This thesis report is submitted in partial fulfilment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2016.
| Egile nagusia: | |
|---|---|
| Beste egile batzuk: | |
| Formatua: | Thesis |
| Hizkuntza: | English |
| Argitaratua: |
BRAC Univeristy
2018
|
| Gaiak: | |
| Sarrera elektronikoa: | http://hdl.handle.net/10361/9075 |
| id |
10361-9075 |
|---|---|
| record_format |
dspace |
| spelling |
10361-90752022-01-26T07:38:47Z Smoke detection using image processing Sarker, Md. Kamrujjaman Uddin, Dr. Jia Department of Computer Science and Engineering, BRAC University Smoke detection Image processing This thesis report is submitted in partial fulfilment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2016. Cataloged from PDF version of thesis report. Includes bibliographical references (page 26-27). In this report, we have proposed a smoke detection method from image. The Smoke Detection using Image Processing (SDIP) is based on four steps. First, Smoke image acquisition and pretreatment is performed. Second, Preprocessing of collected images. Which include converting RGB to HSV, Binarization, Thresholding, Third, Selecting smokes principals. Fourth, Smoke detection based on principals considering Saturation, Intensity and Area of the smoke. The Smoke Detection using Image Processing (SDIP) System is implemented by the MATLAB simulation. We use 46 images for calculating threshold value and 87 images for the identifying smoke. We use some statistical equations to calculate threshold value. We compare our result by trial and error process. We use some graphs to show the result. We also compare some recommended algorithm with our proposed algorithm. Md. Kamrujjaman Sarker M. Computer Science and Engineering 2018-01-15T10:32:58Z 2018-01-15T10:32:58Z 2016 2016-07 Thesis ID 16373014 http://hdl.handle.net/10361/9075 en BRAC University thesis are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 27 pages application/pdf BRAC Univeristy |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
English |
| topic |
Smoke detection Image processing |
| spellingShingle |
Smoke detection Image processing Sarker, Md. Kamrujjaman Smoke detection using image processing |
| description |
This thesis report is submitted in partial fulfilment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2016. |
| author2 |
Uddin, Dr. Jia |
| author_facet |
Uddin, Dr. Jia Sarker, Md. Kamrujjaman |
| format |
Thesis |
| author |
Sarker, Md. Kamrujjaman |
| author_sort |
Sarker, Md. Kamrujjaman |
| title |
Smoke detection using image processing |
| title_short |
Smoke detection using image processing |
| title_full |
Smoke detection using image processing |
| title_fullStr |
Smoke detection using image processing |
| title_full_unstemmed |
Smoke detection using image processing |
| title_sort |
smoke detection using image processing |
| publisher |
BRAC Univeristy |
| publishDate |
2018 |
| url |
http://hdl.handle.net/10361/9075 |
| work_keys_str_mv |
AT sarkermdkamrujjaman smokedetectionusingimageprocessing |
| _version_ |
1814307706255704064 |