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            <c val="#008080">IMAGE MANIPULATION</c>
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              <c val="#800080">Thresholding and Inversion</c>
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        <phrase>Inversion,Thresholding and</phrase>
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            <c val="#800000">Function Definitions and Syntax</c>
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              <c val="#800000">threshold(M, thresh)</c>
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        <phrase>threshold function</phrase>
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            <inlineAttr font-style="normal">
              <c val="#800000">invert(M)</c>
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        <phrase>invert function</phrase>
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            <inlineAttr font-style="normal">
              <c val="#800000">invert2(M)</c>
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        <phrase>invert2 function</phrase>
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        <p style="Normal" margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit">These functions allow you to discard all of an image's intensity levels below or above a threshold, or to invert them. Thresholding can be used to remove background features (or noise) in an image or to shift its intensity spectrum. Inversion can be used to enhance details.</p>
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            <c val="#800000">Arguments</c>
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              <b>M</b>
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              <c val="#008080">• </c>
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          <f family="Times New Roman" charset="0">
            <inlineAttr font-style="normal" line-through="false">thresh</inlineAttr>
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          <inlineAttr font-style="normal">,</inlineAttr> the threshold level</p>
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        <p style="Normal" margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit">They return another matrix, which is an image with the specified transformation applied.</p>
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          <b>
            <c val="#800000">Function Details</c>
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          <b>
            <inlineAttr font-style="normal">
              <c val="#800000">threshold(M, thresh)</c>
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        <p style="Normal" margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit">This function can be used in two ways. When <f family="Times New Roman" charset="0"><inlineAttr font-weight="normal" line-through="false">thresh is positive, elements of M less than thresh are set to zero; otherwise they retain their original value. When thresh is negative, elements of M greater than the absolute value of thresh are set to zero; oth</inlineAttr></f>erwise they retain their original value. When thresh is zero, all elements are set to zero.</p>
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        <p style="Normal" margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit">Read in a test image:</p>
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        <p style="Normal" margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit">Set the cutoff threshold:</p>
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        <p style="Normal" margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit">Experiment with the value of the <f family="Times New Roman" charset="0"><inlineAttr font-weight="normal" line-through="false">thresh</inlineAttr></f> above to see the effect on the image. Try some negative numbers, too.</p>
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          <b>
            <c val="#800000">Function Details</c>
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          <b>
            <inlineAttr font-style="normal">
              <c val="#800000">invert(M)</c>
            </inlineAttr>
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        <phrase>invert function</phrase>
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        <p style="Normal" margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit">Returns the inverse levels of the image: <f family="Times New Roman" charset="0"><inlineAttr font-weight="normal" line-through="false">255 - level.</inlineAttr></f><b><sp /></b>The elements of <f family="Times New Roman" charset="0"><inlineAttr font-weight="normal" line-through="false">M</inlineAttr></f> must be between 0 and 255 inclusive.</p>
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        <p style="Normal" margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit">For grayscale images, this is equivalent to a "photographic" negative.</p>
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            <c val="#800000">Function Details</c>
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        <p style="Normal" margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit">Returns the inverse of an image, similarly to t<f family="Times New Roman" charset="0"><inlineAttr font-weight="normal" font-style="normal" line-through="false">he function invert, but obtained as max(M) - M + min(M) (the invert function always assumes the maximum value is 255). Thus images with values within any range can be inverted.</inlineAttr></f></p>
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        <p style="Normal" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Invert rescaled image:</p>
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