Natural image matting with non-negative matrix factorization
This report summaries the work done by the author on his Final Year Project at Nanyang Technological University (NTU) under Associate Professor Deepu Rajan. The author was involved in implementing an effective way to realize image matting using Non – Negative Matrix Factorization. The re...
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| 格式: | Final Year Project |
| 語言: | English |
| 出版: |
2012
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| 主題: | |
| 在線閱讀: | http://hdl.handle.net/10356/49092 |
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| 總結: | This report summaries the work done by the author on his Final Year Project at
Nanyang Technological University (NTU) under Associate Professor Deepu Rajan.
The author was involved in implementing an effective way to realize image matting
using Non – Negative Matrix Factorization.
The report provides an overview of the project. It aims to provide the reader an
insight into the author’s role in the development of the matting algorithm. The report
explains the salient features of matting, Non-Negative Matrix Factorization and how
the entire development process was done. The report summarizes the results found
and compares the obtained results with other known algorithms with the use of
images.
It also highlights the domain knowledge, skills gained to accomplish these tasks and
the challenges faced in the process and how they were overcome. The technical
knowledge gained at NTU, was utilized in various ways to fulfill the requirements of
the project. |
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