WebUltrasound images are corrupted with multiplicative noise known as speckle, which reduces the effectiveness of image processing and hampers interpretation. This paper proposes a multiplicative speckle suppression technique for ultrasound liver images, based on a new signal reconstruction model known as sparse representation (SR) over dictionary learning. … WebThe ultrasound carotid images affected by speckle noise, which highly reduces the image quality and effects the human interpretation. Speckle removal is substantial and critical …
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WebSep 1, 2014 · Speckle has been widely considered a noisy feature in ultrasound images, thus it is intended to be suppressed and eliminated. On the other hand, speckle can be studied as a signal modeled by various statistical distributions or by analyzing its intensity with spatial relations in image space that characterize its nature, and hence, the nature of the … WebThe ultrasound carotid images affected by speckle noise, which highly reduces the image quality and effects the human interpretation. Speckle removal is substantial and critical step for preprocessing of ultrasound carotid images. For robust diagnosis, the carotid images must be free of noise and clear in clinical practices. paige spiranac shameless golf photos
Speckle in ultrasonic imaging - ScienceDirect
WebOct 1, 2024 · Speckle, a multiplicative noise that degrades the image, is common in ultrasound imaging as it tends to degrade the resolution and contrast in the image. Several filters have been developed to reduce this kind of noise. This paper presents a comparative evaluation of some anisotropic filters used to reduce the speckle noise in ultrasound … WebApr 11, 2024 · An extra loss function must be added to the generator to generate images near the ground truth. In this work, a PSNR served as the loss function of the generator: (6) L psnr G = E x − 10 ⋅ log 10 M A X 2 / M S E y, G x where MAX denotes the maximum pixel value of the image; thus, the final objective function is: (7) L pix 2 pix = min G max D L G, D + λ L … WebMay 1, 2005 · Speckle is also known as ‘coherent interference artefact’ and its severity depends on the relative phase between two overlapping returning echoes. This very artefact comes from destructive interference where a coherent source is used, like in radar, laser and ultrasound imaging systems (medical imaging as well as non-destructive testing). styling a charcoal couch