| Presentation | 2007-11-30 US Image Edge Detection based on Adaptive Wavelet Threshold Method using Speckle Noise Modeling Jaesik KIM, Toshihiro NISHIMURA, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A Speckle noise reduction method based on the Speckle modeling is proposed as preprocessing for the edge detection of Ultrasound images (US). This paper present an interpolation preprocessing for a modeling of US images which contains speckle noise and noise reduction method based on wavelet filtering. First, we performed the interpolation for the modeling of US synthetic image by using a polynomial function of the Vandermonde matrix, and then evaluated the noise reduction properties with changing the derivation of speckle noise. The result shows that a modeled synthetic image has a similarity with a real US image and the wavelet filter has a good performance for noise reduction. By using the synthetic US image, the ability of finding contours are significantly improved on US image. Finally, we have obtained a quantitative analysis of the proposed method with conventional edge detector. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Speckle noise / Polynomial Interpolation / Wavelet Filter / US Image Modeling |
| Paper # | IE2007-102 |
| Date of Issue |
| Conference Information | |
| Committee | IE |
|---|---|
| Conference Date | 2007/11/22(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 | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | US Image Edge Detection based on Adaptive Wavelet Threshold Method using Speckle Noise Modeling |
| Sub Title (in English) | |
| Keyword(1) | Speckle noise |
| Keyword(2) | Polynomial Interpolation |
| Keyword(3) | Wavelet Filter |
| Keyword(4) | US Image Modeling |
| 1st Author's Name | Jaesik KIM |
| 1st Author's Affiliation | Graduate School of Information, Production and Systems, Waseda University() |
| 2nd Author's Name | Toshihiro NISHIMURA |
| 2nd Author's Affiliation | Graduate School of Information, Production and Systems, Waseda University |
| Date | 2007-11-30 |
| Paper # | IE2007-102 |
| Volume (vol) | vol.107 |
| Number (no) | 358 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |