Face recognition using morphable models
Face recognition is an integral part of many modern applications, one of which is geriatric care. Singapore, in particular, is experiencing a steady rise in the number of elderly, soaring healthcare costs and high requirement for around-the-clock service for the aging population. Robotic systems whi...
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| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2012
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| Online Access: | http://hdl.handle.net/10356/49331 |
| _version_ | 1826112983767449600 |
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| author | Gopalakrishnan, Sai Aparajitha. |
| author2 | Er Meng Joo |
| author_facet | Er Meng Joo Gopalakrishnan, Sai Aparajitha. |
| author_sort | Gopalakrishnan, Sai Aparajitha. |
| collection | NTU |
| description | Face recognition is an integral part of many modern applications, one of which is geriatric care. Singapore, in particular, is experiencing a steady rise in the number of elderly, soaring healthcare costs and high requirement for around-the-clock service for the aging population. Robotic systems which can interact saliently with the elderly might be the solution. Such robots need to be able to accurately detect the identity and the expression of the person so that they can respond to his/her needs. The objective of this project, in a bid to move forward affordable robotic healthcare, is to develop a facial recognition system that can detect identity and expression.
Faces are flexible objects exhibiting variation in pose, illumination, identity and expression. Due to this special property, identity and expression recognition are serious problems in computer vision. Most methods present in the field today treat faces as rigid objects, and thus fail to solve the problem of recognition. In this project, an alternative approach called morphable model is used which treats the face as a flexible entity. It can henceforth absorb all the variances in face images, while accurately detecting identity and expression. |
| first_indexed | 2024-10-01T03:16:06Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/49331 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:16:06Z |
| publishDate | 2012 |
| record_format | dspace |
| spelling | ntu-10356/493312023-07-07T17:29:28Z Face recognition using morphable models Gopalakrishnan, Sai Aparajitha. Er Meng Joo School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Robotics Face recognition is an integral part of many modern applications, one of which is geriatric care. Singapore, in particular, is experiencing a steady rise in the number of elderly, soaring healthcare costs and high requirement for around-the-clock service for the aging population. Robotic systems which can interact saliently with the elderly might be the solution. Such robots need to be able to accurately detect the identity and the expression of the person so that they can respond to his/her needs. The objective of this project, in a bid to move forward affordable robotic healthcare, is to develop a facial recognition system that can detect identity and expression. Faces are flexible objects exhibiting variation in pose, illumination, identity and expression. Due to this special property, identity and expression recognition are serious problems in computer vision. Most methods present in the field today treat faces as rigid objects, and thus fail to solve the problem of recognition. In this project, an alternative approach called morphable model is used which treats the face as a flexible entity. It can henceforth absorb all the variances in face images, while accurately detecting identity and expression. Bachelor of Engineering 2012-05-17T07:38:24Z 2012-05-17T07:38:24Z 2012 2012 Final Year Project (FYP) http://hdl.handle.net/10356/49331 en Nanyang Technological University 88 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Robotics Gopalakrishnan, Sai Aparajitha. Face recognition using morphable models |
| title | Face recognition using morphable models |
| title_full | Face recognition using morphable models |
| title_fullStr | Face recognition using morphable models |
| title_full_unstemmed | Face recognition using morphable models |
| title_short | Face recognition using morphable models |
| title_sort | face recognition using morphable models |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Robotics |
| url | http://hdl.handle.net/10356/49331 |
| work_keys_str_mv | AT gopalakrishnansaiaparajitha facerecognitionusingmorphablemodels |