Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Ultrasound images provide the clinician with non-invasive, low cost, and real-time images that can help them in diagnosis, planning and therapy. Hover, although the human eye is able to derive the meaningful information from these images, automatic processing is very difficult because of the noise and artefacts present in the image. In this work,  propose to extend the current anisotropic diffusion technique to deal with the speckle noise present in the Ultrasound images. To this end,  use a previously derived model of the noise, and  write the restoration scheme as a energy minimization constrained by the noise model and parameters. This approach leads to a new data attachment term whose optimal ight can be automatically estimated.
['Karl Krissian', 'Ron Kikinis', 'Carl-Fredrik Westin', 'Kirby G. Vosburgh']
I am writing a research paper on a idea Speckle-constrained filtering of ultrasound images
[{"from": "human", "value": "I am writing a research paper on a idea Speckle-constrained filtering of ultrasound images"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Ultrasound images provide the clinician with non-invasive, low cost, and real-time images that can help them in diagnosis, planning and therapy. Hover, although the human eye is able to derive the meaningful information from these images, automatic processing is very difficult because of the noise and artefacts present in the image. In this work,  propose to extend the current anisotropic diffusion technique to deal with the speckle noise present in the Ultrasound images. To this end,  use a previously derived model of the noise, and  write the restoration scheme as a energy minimization constrained by the noise model and parameters. This approach leads to a new data attachment term whose optimal ight can be automatically estimated."}]