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Slice by slice filtering with ITK
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While filtering in N dimensions is a main feature of ITK, filtering an image in N-1 dimensions, slice by slice, can be very useful in many cases. Currently, this operation require a consequent amount of work to be done with ITK. A new filter is provided [...]

Efficient implementation of kernel filtering
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Kernel based filtering is one of the fundamental tools of image analysis and processing. A number of approaches have been developed over the years that allow efficient implementation of such filters even when the kernel size is large. This article reviews [...]

Anomalous Diffusion Paradigm for Image Denoising Process
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Anisotropic and isotropic diffusion equations have been extensively applied on biomedical image processing for many years and a great diversity of algorithm have been proposed by the scientific community. Here, it is available a recent new implementation of [...]

Automatic Conductance Estimation Methods for Anisotropic Diffusion ITK Filters
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The anisotropic diffusion algorithm has been intensively studied in the past decades, which could be considered as a very efficient image denoising procedure in many biomedical applications. Several authors contributed many clever solutions for diffusion [...]

Implementation of local structure tensor and enhancement anisotropic diffusion filters in ITK
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This paper describes implementation of local structure tensor and anisotropic enhancement diffusion filters using the Insight Toolkit. The anisotropic diffusion filters are implemented using ITK's finite difference solver framework. The filters are used to [...]

Go-Go Gabor Gadgetry
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Although Gabor filtering is quite prevalent in the computer vision community for such tasks as texture segmentation and motion analysis, such capabilities are conspicuously absent from the Insight Toolkit. The contribution described in this paper attempts [...]

MATITK: EXTENDING MATLAB WITH ITK
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To facilitate the analysis of medical image data in research environment, MATITK is developed to allow ITK algorithms to be called in MATLAB. ITK is a powerful open-source image analysis toolkit, but it requires the knowledge of C++ to use it. With the help [...]


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