| Presentation | 1997/1/24 Texture Segmentation Using Adaptive Lattice Filter and Self-Organizing Network yanzhi HAN, Takayuki NAKACHI, Nozomu HAMADA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a texture image segmentation method using a two-dimensional (2-D) adaptive lattice filter and a self-organizing network. The reflection coefficients of the adaptive lattice filter are the feature vectors to be used for texture segmentation. The lattice filter has useful properties such as rapid tracking and convergence. A self-organizing network is used to cluster the feature vectors. The self-organizing network performs a hyperelipsoidal clustering (HEC) using a regularized Mahalanobis distance. The validity of this method is demonstrated through computer simulation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | two-dimensional adaptive lattice filter / normalized LMS algorithm / self-organizing network / hyperellipisoidal clustering / texture image segmentation |
| Paper # | DSP96-130,SAT96-125,RCS96-136 |
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| Conference Information | |
| Committee | DSP |
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| Conference Date | 1997/1/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Digital Signal Processing (DSP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Texture Segmentation Using Adaptive Lattice Filter and Self-Organizing Network |
| Sub Title (in English) | |
| Keyword(1) | two-dimensional adaptive lattice filter |
| Keyword(2) | normalized LMS algorithm |
| Keyword(3) | self-organizing network |
| Keyword(4) | hyperellipisoidal clustering |
| Keyword(5) | texture image segmentation |
| 1st Author's Name | yanzhi HAN |
| 1st Author's Affiliation | Department of Electrical Engineering, Faculty of Science and Technology, Keio University() |
| 2nd Author's Name | Takayuki NAKACHI |
| 2nd Author's Affiliation | Department of Electrical Engineering, Faculty of Science and Technology, Keio University |
| 3rd Author's Name | Nozomu HAMADA |
| 3rd Author's Affiliation | Department of Electrical Engineering, Faculty of Science and Technology, Keio University |
| Date | 1997/1/24 |
| Paper # | DSP96-130,SAT96-125,RCS96-136 |
| Volume (vol) | vol.96 |
| Number (no) | 478 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |