Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Speckle has been a major interference in medical ultrasound imaging. , an adaptive filter for speckle reduction is proposed. The new algorithm is based on the two-dimensional adaptive least-mean-square filter (TDLMS) design. In the new method, a simple ighted local dynamics is defined to verify the local speckle formation extent. The estimated error beten the ighted local dynamics and the ideal local dynamics is used to control the filter's performance. Thus the filter would work beten the maximum speckle smoothing and fine details preservation, by outputting the local average and the original value in the image, separately. The simple filter structure makes the new algorithm easy to implement. Simulation results show that the new algorithm performs ll in both speckle reduction and details preservation.
['Lei Zhang', 'E.M.C. Wong', 'Liang Mong Koh', 'Lee-Ching Ng']
I am writing a research paper on a idea An adaptive filter for speckle reduction in medical ultrasound image processing
[{"from": "human", "value": "I am writing a research paper on a idea An adaptive filter for speckle reduction in medical ultrasound image processing"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Speckle has been a major interference in medical ultrasound imaging. , an adaptive filter for speckle reduction is proposed. The new algorithm is based on the two-dimensional adaptive least-mean-square filter (TDLMS) design. In the new method, a simple ighted local dynamics is defined to verify the local speckle formation extent. The estimated error beten the ighted local dynamics and the ideal local dynamics is used to control the filter's performance. Thus the filter would work beten the maximum speckle smoothing and fine details preservation, by outputting the local average and the original value in the image, separately. The simple filter structure makes the new algorithm easy to implement. Simulation results show that the new algorithm performs ll in both speckle reduction and details preservation."}]