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This project aims at designing and implementing
a tool for the textural analysis of a biopsy image. In this project, you are
expected to design and implement a tool with the following functionalities:
- The tool loads, saves, and closes images in different image file formats.
- The tool extracts different kinds of textural features from a image or a
small part of the image, which is specified with a window.
- The tool uses the extracted features for segmenting the image into
its homogeneous regions.
- The tool classifies the subimages according to the extracted textural
features.
In this project, you will work on the images colon and breast biopsies
taken with different magnifications; some of these images are shown below.
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| A high-magnification image of a colon tissue (normal) |
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A low-magnification image of a colon tissue (normal) |
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A low-magnification image of a colon tissue (cancerous) |
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| A high-magnification image of a breast tissue (normal) |
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A low-magnification image of a breast tissue (normal) |
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A low-magnification image of a breast tissue (cancerous) |
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