Dynamic image processing and 3D reconstruction for medical applications
The goal of medical image processing in this thesis is to extract information from 2D retinal blood vessel morphology which has potential applications for 3D reconstruction of vessel structure and clinical study of diseases. However, images acquired from medical imaging instruments are largely chara...
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| Other Authors: | |
| Format: | Thesis |
| Language: | English |
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2009
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| Online Access: | http://hdl.handle.net/10356/19618 |
| _version_ | 1826111969198866432 |
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| author | Huang, Yan. |
| author2 | Chan, Kap Luk |
| author_facet | Chan, Kap Luk Huang, Yan. |
| author_sort | Huang, Yan. |
| collection | NTU |
| description | The goal of medical image processing in this thesis is to extract information from 2D retinal blood vessel morphology which has potential applications for 3D reconstruction of vessel structure and clinical study of diseases. However, images acquired from medical imaging instruments are largely characterized by high noise and dynamic in nature. In this research, multiple focused 2D planes are acquired to study the characteristics of the 3D vessel structure. Therefore, geometric and registration techniques are developed to correct the geometrical distortion. Dynamic image processing and analysis techniques are applied to extract useful information, including 3D data, from these images. The extracted information is an important aid to diagnosis and visualization. |
| first_indexed | 2024-10-01T02:59:30Z |
| format | Thesis |
| id | ntu-10356/19618 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T02:59:30Z |
| publishDate | 2009 |
| record_format | dspace |
| spelling | ntu-10356/196182023-07-04T15:26:19Z Dynamic image processing and 3D reconstruction for medical applications Huang, Yan. Chan, Kap Luk School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Wireless communication systems The goal of medical image processing in this thesis is to extract information from 2D retinal blood vessel morphology which has potential applications for 3D reconstruction of vessel structure and clinical study of diseases. However, images acquired from medical imaging instruments are largely characterized by high noise and dynamic in nature. In this research, multiple focused 2D planes are acquired to study the characteristics of the 3D vessel structure. Therefore, geometric and registration techniques are developed to correct the geometrical distortion. Dynamic image processing and analysis techniques are applied to extract useful information, including 3D data, from these images. The extracted information is an important aid to diagnosis and visualization. Master of Engineering 2009-12-14T06:18:22Z 2009-12-14T06:18:22Z 1996 1996 Thesis http://hdl.handle.net/10356/19618 en NANYANG TECHNOLOGICAL UNIVERSITY 123 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Wireless communication systems Huang, Yan. Dynamic image processing and 3D reconstruction for medical applications |
| title | Dynamic image processing and 3D reconstruction for medical applications |
| title_full | Dynamic image processing and 3D reconstruction for medical applications |
| title_fullStr | Dynamic image processing and 3D reconstruction for medical applications |
| title_full_unstemmed | Dynamic image processing and 3D reconstruction for medical applications |
| title_short | Dynamic image processing and 3D reconstruction for medical applications |
| title_sort | dynamic image processing and 3d reconstruction for medical applications |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Wireless communication systems |
| url | http://hdl.handle.net/10356/19618 |
| work_keys_str_mv | AT huangyan dynamicimageprocessingand3dreconstructionformedicalapplications |