| Presentation | 1996/7/26 Improvement Of Image Quality By Adaptive K-Nearest Neighbor Averaging Filter Atsushi TERAMOTO, Naoko HARA, Isao HORIBA, Noboru SUGIE, Kenji SUZUKI, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | K-nearest neighbor averaging filter is the image restoration filter which selects k nearest pixels in local region and outputs the mean of these pixel values. However, k is constant through processing whole of image, and increasing k causes degradation of image quality. In this paper, adaptive k-nearest neighbor averaging filter that changes k based on locally freatures in order to control image quality has been proposed and applied to improving quality of clinical images. As a result, favorable processing that smoothes indifferent information while avoiding the degradation of image sharpness has been accomplished. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image Improving / Non-Liner Filter / K-Nearest Neighbor Averaging Filter / Gradient / Pixel Value |
| Paper # | IE96-41,MVE96-40 |
| Date of Issue |
| Conference Information | |
| Committee | IE |
|---|---|
| Conference Date | 1996/7/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Image Engineering (IE) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Improvement Of Image Quality By Adaptive K-Nearest Neighbor Averaging Filter |
| Sub Title (in English) | |
| Keyword(1) | Image Improving |
| Keyword(2) | Non-Liner Filter |
| Keyword(3) | K-Nearest Neighbor Averaging Filter |
| Keyword(4) | Gradient |
| Keyword(5) | Pixel Value |
| 1st Author's Name | Atsushi TERAMOTO |
| 1st Author's Affiliation | Faculty of Science and Technology,Meijo Univercity() |
| 2nd Author's Name | Naoko HARA |
| 2nd Author's Affiliation | Faculty of Science and Technology,Meijo Univercity |
| 3rd Author's Name | Isao HORIBA |
| 3rd Author's Affiliation | Faculty of Science and Technology,Meijo Univercity |
| 4th Author's Name | Noboru SUGIE |
| 4th Author's Affiliation | Faculty of Science and Technology,Meijo Univercity |
| 5th Author's Name | Kenji SUZUKI |
| 5th Author's Affiliation | Hitachi Medical Co, |
| Date | 1996/7/26 |
| Paper # | IE96-41,MVE96-40 |
| Volume (vol) | vol.96 |
| Number (no) | 198 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |