Neural Networks in Image Processing: A Review of Current Applications
This paper describes current applications of neural networks in image processing. Artificial neural networks (ANNs) are methods of computation and information processing modelled by the brain. Many recent attempts to improve the flexibility and effectiveness of ANNs have focused on the implementatio...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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INTI Publishing House Sdn. Bhd.
2006
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| Online Access: | http://eprints.intimal.edu.my/363/ http://eprints.intimal.edu.my/363/1/2006_7.pdf |
| _version_ | 1848766458946912256 |
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| author | Sheng, Hung Chung Logeswaran, Rajasvaran |
| author_facet | Sheng, Hung Chung Logeswaran, Rajasvaran |
| author_sort | Sheng, Hung Chung |
| building | INTI Institutional Repository |
| collection | Online Access |
| description | This paper describes current applications of neural networks in image processing. Artificial neural networks (ANNs) are methods of computation and information processing modelled by the brain. Many recent attempts to improve the flexibility and effectiveness of ANNs have focused on the implementation level. In this article, we look into ANNs used in the different stages of image processing, specifically in the preprocessing, data reduction, segmentation, object recognition and image understanding phases. The focus is on current and future ANNs, including feed-forward networks, Kohonen feature maps, Hopfleld networks, goal-seeking neuron (GSN) and cellular neural network (CNN). New types of ANNs are fast increasing. Through this survey of introducing the findings, implementations and recent advances of ANNs in Image processing, it is hoped that this paper will serve as a summary, or base to accelerate further development and use of ANN5 in the field of image processing, and improving the accuracy and speed of image processing tasks in the future. |
| first_indexed | 2025-11-14T11:51:28Z |
| format | Article |
| id | intimal-363 |
| institution | INTI International University |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T11:51:28Z |
| publishDate | 2006 |
| publisher | INTI Publishing House Sdn. Bhd. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | intimal-3632016-06-22T07:02:43Z http://eprints.intimal.edu.my/363/ Neural Networks in Image Processing: A Review of Current Applications Sheng, Hung Chung Logeswaran, Rajasvaran QA75 Electronic computers. Computer science This paper describes current applications of neural networks in image processing. Artificial neural networks (ANNs) are methods of computation and information processing modelled by the brain. Many recent attempts to improve the flexibility and effectiveness of ANNs have focused on the implementation level. In this article, we look into ANNs used in the different stages of image processing, specifically in the preprocessing, data reduction, segmentation, object recognition and image understanding phases. The focus is on current and future ANNs, including feed-forward networks, Kohonen feature maps, Hopfleld networks, goal-seeking neuron (GSN) and cellular neural network (CNN). New types of ANNs are fast increasing. Through this survey of introducing the findings, implementations and recent advances of ANNs in Image processing, it is hoped that this paper will serve as a summary, or base to accelerate further development and use of ANN5 in the field of image processing, and improving the accuracy and speed of image processing tasks in the future. INTI Publishing House Sdn. Bhd. 2006 Article PeerReviewed text en http://eprints.intimal.edu.my/363/1/2006_7.pdf Sheng, Hung Chung and Logeswaran, Rajasvaran (2006) Neural Networks in Image Processing: A Review of Current Applications. INTI Journal, 2 (1). pp. 582-592. ISSN 1675-0284 |
| spellingShingle | QA75 Electronic computers. Computer science Sheng, Hung Chung Logeswaran, Rajasvaran Neural Networks in Image Processing: A Review of Current Applications |
| title | Neural Networks in Image Processing: A Review of Current Applications |
| title_full | Neural Networks in Image Processing: A Review of Current Applications |
| title_fullStr | Neural Networks in Image Processing: A Review of Current Applications |
| title_full_unstemmed | Neural Networks in Image Processing: A Review of Current Applications |
| title_short | Neural Networks in Image Processing: A Review of Current Applications |
| title_sort | neural networks in image processing: a review of current applications |
| topic | QA75 Electronic computers. Computer science |
| url | http://eprints.intimal.edu.my/363/ http://eprints.intimal.edu.my/363/1/2006_7.pdf |