Implementing computer vision on FPGA
Computer Vision is a field where vision sensors capture physical world information,which are then processed by computers to obtain the knowledge of the physical world. Vision sensors vary from ultrasonic sensors to cameras, while the knowledge of the physical world ranges from object d...
| מחבר ראשי: | |
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| מחברים אחרים: | |
| פורמט: | Final Year Project (FYP) |
| שפה: | English |
| יצא לאור: |
2019
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| נושאים: | |
| גישה מקוונת: | http://hdl.handle.net/10356/77178 |
| _version_ | 1826121515529142272 |
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| author | Liu, Yosua |
| author2 | Lam Siew Kei |
| author_facet | Lam Siew Kei Liu, Yosua |
| author_sort | Liu, Yosua |
| collection | NTU |
| description | Computer Vision is a field where vision sensors capture physical world information,which are then processed by computers to obtain the knowledge of the physical world. Vision sensors vary from ultrasonic sensors to cameras, while the knowledge of the physical world ranges from object detection & recognition to motion tracking. There are several processing techniques employed in Computer Vision, such as CNN and Image Processing. To date, CNN is the most popular technique used and this make CNN hardware implementation of interest. This report discusses the implementation of CNN methods in FPGA. |
| first_indexed | 2024-10-01T05:33:51Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/77178 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T05:33:51Z |
| publishDate | 2019 |
| record_format | dspace |
| spelling | ntu-10356/771782023-03-03T20:54:32Z Implementing computer vision on FPGA Liu, Yosua Lam Siew Kei School of Computer Science and Engineering DRNTU::Engineering::Computer science and engineering Computer Vision is a field where vision sensors capture physical world information,which are then processed by computers to obtain the knowledge of the physical world. Vision sensors vary from ultrasonic sensors to cameras, while the knowledge of the physical world ranges from object detection & recognition to motion tracking. There are several processing techniques employed in Computer Vision, such as CNN and Image Processing. To date, CNN is the most popular technique used and this make CNN hardware implementation of interest. This report discusses the implementation of CNN methods in FPGA. Bachelor of Engineering (Computer Engineering) 2019-05-15T04:53:55Z 2019-05-15T04:53:55Z 2019 Final Year Project (FYP) http://hdl.handle.net/10356/77178 en Nanyang Technological University 75 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Computer science and engineering Liu, Yosua Implementing computer vision on FPGA |
| title | Implementing computer vision on FPGA |
| title_full | Implementing computer vision on FPGA |
| title_fullStr | Implementing computer vision on FPGA |
| title_full_unstemmed | Implementing computer vision on FPGA |
| title_short | Implementing computer vision on FPGA |
| title_sort | implementing computer vision on fpga |
| topic | DRNTU::Engineering::Computer science and engineering |
| url | http://hdl.handle.net/10356/77178 |
| work_keys_str_mv | AT liuyosua implementingcomputervisiononfpga |