Dynamic object recognition and command detection for assisting blind people using image processing techniques
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.
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Brac University
2020
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| Accés en línia: | http://hdl.handle.net/10361/14070 |
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10361-140702022-01-26T10:05:01Z Dynamic object recognition and command detection for assisting blind people using image processing techniques Tahsin, Labeba Nuba, Nadia Ahlam Sami, Mashiat ferdous Afrin, Sabrina Alam, Dr. Md. Ashraful Department of Computer Science and Engineering, Brac University Objects detection Blind people Visually impaired This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019. Cataloged from PDF version of thesis. Includes bibliographical references (pages 28-30). Human senses are the only medium to communicate with environment. Our brain makes a combination of different senses and convert it into a meaningful mixture. We, humans have five different senses as in two eyes to see, one nose to smell, two ears to hear, one tongue to taste and a skin to feel touch. All of these senses are connected deeply with each other. One sense always has the backup of another one. There are thousands of people in the whole world who are blind. They face many kinds of hindrances in their everyday life. They suffer badly in travelling here and there like shopping, work, educational institutions and so on due to their problem in sight. Hence, many papers have been published on making blind or visually impaired people’s navigation easier. Different papers proposed different methods and different ways to navigate their way. Our paper aims to represent a proposed system that helps a visually impaired, which detects various objects and finds right path for them to reach to their destination. Our projected model is mainly based on a well-known object detect and identifier algorithm that needs to be trained by a dataset. Step by step, simulations using dynamic object detection algorithm results in a better accuracy to detect those objects in our proposed model. Hereby, our paper presents the idea of an object detection system based on object extractions; networks for segmentations match with the recognized dataset and locate those objects from the live video-image extractions, which gives an audio output. Labeba Tahsin Nadia Ahlam Nuba Mashiat ferdous Sami Sabrina Afrin B. Computer Science 2020-10-28T04:24:45Z 2020-10-28T04:24:45Z 2019 2019-12 Thesis ID: 19241031 ID: 15301031 ID: 15301094 ID: 15301098 http://hdl.handle.net/10361/14070 en_US Brac University theses 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. 30 pages application/pdf Brac University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
en_US |
| topic |
Objects detection Blind people Visually impaired |
| spellingShingle |
Objects detection Blind people Visually impaired Tahsin, Labeba Nuba, Nadia Ahlam Sami, Mashiat ferdous Afrin, Sabrina Dynamic object recognition and command detection for assisting blind people using image processing techniques |
| description |
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019. |
| author2 |
Alam, Dr. Md. Ashraful |
| author_facet |
Alam, Dr. Md. Ashraful Tahsin, Labeba Nuba, Nadia Ahlam Sami, Mashiat ferdous Afrin, Sabrina |
| format |
Thesis |
| author |
Tahsin, Labeba Nuba, Nadia Ahlam Sami, Mashiat ferdous Afrin, Sabrina |
| author_sort |
Tahsin, Labeba |
| title |
Dynamic object recognition and command detection for assisting blind people using image processing techniques |
| title_short |
Dynamic object recognition and command detection for assisting blind people using image processing techniques |
| title_full |
Dynamic object recognition and command detection for assisting blind people using image processing techniques |
| title_fullStr |
Dynamic object recognition and command detection for assisting blind people using image processing techniques |
| title_full_unstemmed |
Dynamic object recognition and command detection for assisting blind people using image processing techniques |
| title_sort |
dynamic object recognition and command detection for assisting blind people using image processing techniques |
| publisher |
Brac University |
| publishDate |
2020 |
| url |
http://hdl.handle.net/10361/14070 |
| work_keys_str_mv |
AT tahsinlabeba dynamicobjectrecognitionandcommanddetectionforassistingblindpeopleusingimageprocessingtechniques AT nubanadiaahlam dynamicobjectrecognitionandcommanddetectionforassistingblindpeopleusingimageprocessingtechniques AT samimashiatferdous dynamicobjectrecognitionandcommanddetectionforassistingblindpeopleusingimageprocessingtechniques AT afrinsabrina dynamicobjectrecognitionandcommanddetectionforassistingblindpeopleusingimageprocessingtechniques |
| _version_ |
1814307196708585472 |