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- <div class="section" id="module-ipfml.iqa.fr">
- <span id="ipfml-iqa-fr"></span><h1>ipfml.iqa.fr<a class="headerlink" href="#module-ipfml.iqa.fr" title="Permalink to this headline">¶</a></h1>
- <p>Full-reference Image Quality Assessment (FR-IQA) methods</p>
- <p class="rubric">Functions</p>
- <table border="1" class="longtable docutils">
- <colgroup>
- <col width="10%" />
- <col width="90%" />
- </colgroup>
- <tbody valign="top">
- <tr class="row-odd"><td><a class="reference internal" href="#ipfml.iqa.fr.mae" title="ipfml.iqa.fr.mae"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mae</span></code></a>(img_true, img_test)</td>
- <td>Returns Mean Absolute Error between two Numpy arrays</td>
- </tr>
- <tr class="row-even"><td><a class="reference internal" href="#ipfml.iqa.fr.ms_ssim" title="ipfml.iqa.fr.ms_ssim"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ms_ssim</span></code></a>(img_true, img_test)</td>
- <td>Implemented later..</td>
- </tr>
- <tr class="row-odd"><td><a class="reference internal" href="#ipfml.iqa.fr.mse" title="ipfml.iqa.fr.mse"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mse</span></code></a>(img_true, img_test)</td>
- <td>Returns Mean-Squared Error score between two Numpy arrays</td>
- </tr>
- <tr class="row-even"><td><a class="reference internal" href="#ipfml.iqa.fr.psnr" title="ipfml.iqa.fr.psnr"><code class="xref py py-obj docutils literal notranslate"><span class="pre">psnr</span></code></a>(img_true, img_test)</td>
- <td>Returns the computed Peak Signal to Noise Ratio (PSNR) between two images</td>
- </tr>
- <tr class="row-odd"><td><a class="reference internal" href="#ipfml.iqa.fr.rmse" title="ipfml.iqa.fr.rmse"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rmse</span></code></a>(img_true, img_test)</td>
- <td>Returns Root Mean-Squared Error score between two Numpy arrays</td>
- </tr>
- <tr class="row-even"><td><a class="reference internal" href="#ipfml.iqa.fr.ssim" title="ipfml.iqa.fr.ssim"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ssim</span></code></a>(img_true, img_test)</td>
- <td>Returns the computed Structural Similarity (SSIM) between two images</td>
- </tr>
- <tr class="row-odd"><td><a class="reference internal" href="#ipfml.iqa.fr.vif" title="ipfml.iqa.fr.vif"><code class="xref py py-obj docutils literal notranslate"><span class="pre">vif</span></code></a>(img_true, img_test)</td>
- <td>Implemented later..</td>
- </tr>
- </tbody>
- </table>
- <dl class="function">
- <dt id="ipfml.iqa.fr.mae">
- <code class="descclassname">ipfml.iqa.fr.</code><code class="descname">mae</code><span class="sig-paren">(</span><em>img_true</em>, <em>img_test</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/ipfml/iqa/fr.html#mae"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#ipfml.iqa.fr.mae" title="Permalink to this definition">¶</a></dt>
- <dd><p>Returns Mean Absolute Error between two Numpy arrays</p>
- <table class="docutils field-list" frame="void" rules="none">
- <col class="field-name" />
- <col class="field-body" />
- <tbody valign="top">
- <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
- <li><strong>img_true</strong> – Image, numpy array of any dimension</li>
- <li><strong>img_test</strong> – Image, numpy array of any dimension</li>
- </ul>
- </td>
- </tr>
- <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first">Computed MAE score</p>
- </td>
- </tr>
- <tr class="field-odd field"><th class="field-name">Raises:</th><td class="field-body"><p class="first last"><code class="xref py py-exc docutils literal notranslate"><span class="pre">NumpyShapeComparisonException</span></code> – if shape of images are not the same</p>
- </td>
- </tr>
- </tbody>
- </table>
- <p class="rubric">Example</p>
- <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">ipfml.iqa</span> <span class="k">import</span> <span class="n">fr</span>
- <span class="gp">>>> </span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
- <span class="gp">>>> </span><span class="n">arr1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">arr2</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">15</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">mae_score</span> <span class="o">=</span> <span class="n">fr</span><span class="o">.</span><span class="n">mae</span><span class="p">(</span><span class="n">arr1</span><span class="p">,</span> <span class="n">arr2</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">mae_score</span>
- <span class="go">5.0</span>
- </pre></div>
- </div>
- </dd></dl>
- <dl class="function">
- <dt id="ipfml.iqa.fr.ms_ssim">
- <code class="descclassname">ipfml.iqa.fr.</code><code class="descname">ms_ssim</code><span class="sig-paren">(</span><em>img_true</em>, <em>img_test</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/ipfml/iqa/fr.html#ms_ssim"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#ipfml.iqa.fr.ms_ssim" title="Permalink to this definition">¶</a></dt>
- <dd><p>Implemented later..</p>
- </dd></dl>
- <dl class="function">
- <dt id="ipfml.iqa.fr.mse">
- <code class="descclassname">ipfml.iqa.fr.</code><code class="descname">mse</code><span class="sig-paren">(</span><em>img_true</em>, <em>img_test</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/ipfml/iqa/fr.html#mse"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#ipfml.iqa.fr.mse" title="Permalink to this definition">¶</a></dt>
- <dd><p>Returns Mean-Squared Error score between two Numpy arrays</p>
- <table class="docutils field-list" frame="void" rules="none">
- <col class="field-name" />
- <col class="field-body" />
- <tbody valign="top">
- <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
- <li><strong>img_true</strong> – Image, numpy array of any dimension</li>
- <li><strong>img_test</strong> – Image, numpy array of any dimension</li>
- </ul>
- </td>
- </tr>
- <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first">Computed MSE score</p>
- </td>
- </tr>
- <tr class="field-odd field"><th class="field-name">Raises:</th><td class="field-body"><p class="first last"><code class="xref py py-exc docutils literal notranslate"><span class="pre">NumpyShapeComparisonException</span></code> – if shape of images are not the same</p>
- </td>
- </tr>
- </tbody>
- </table>
- <p class="rubric">Example</p>
- <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">ipfml.iqa</span> <span class="k">import</span> <span class="n">fr</span>
- <span class="gp">>>> </span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
- <span class="gp">>>> </span><span class="n">arr1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">arr2</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">15</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">mse_score</span> <span class="o">=</span> <span class="n">fr</span><span class="o">.</span><span class="n">mse</span><span class="p">(</span><span class="n">arr1</span><span class="p">,</span> <span class="n">arr2</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">mse_score</span>
- <span class="go">25.0</span>
- </pre></div>
- </div>
- </dd></dl>
- <dl class="function">
- <dt id="ipfml.iqa.fr.psnr">
- <code class="descclassname">ipfml.iqa.fr.</code><code class="descname">psnr</code><span class="sig-paren">(</span><em>img_true</em>, <em>img_test</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/ipfml/iqa/fr.html#psnr"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#ipfml.iqa.fr.psnr" title="Permalink to this definition">¶</a></dt>
- <dd><p>Returns the computed Peak Signal to Noise Ratio (PSNR) between two images</p>
- <table class="docutils field-list" frame="void" rules="none">
- <col class="field-name" />
- <col class="field-body" />
- <tbody valign="top">
- <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
- <li><strong>img_true</strong> – Image, numpy array of any dimension</li>
- <li><strong>img_test</strong> – Image, numpy array of any dimension</li>
- </ul>
- </td>
- </tr>
- <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">Computed PSNR score</p>
- </td>
- </tr>
- </tbody>
- </table>
- <p class="rubric">Example</p>
- <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">ipfml.iqa</span> <span class="k">import</span> <span class="n">fr</span>
- <span class="gp">>>> </span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
- <span class="gp">>>> </span><span class="n">arr1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">arr2</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">105</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">psnr_score</span> <span class="o">=</span> <span class="n">fr</span><span class="o">.</span><span class="n">psnr</span><span class="p">(</span><span class="n">arr1</span><span class="p">,</span> <span class="n">arr2</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="nb">int</span><span class="p">(</span><span class="n">psnr_score</span><span class="p">)</span>
- <span class="go">34</span>
- </pre></div>
- </div>
- </dd></dl>
- <dl class="function">
- <dt id="ipfml.iqa.fr.rmse">
- <code class="descclassname">ipfml.iqa.fr.</code><code class="descname">rmse</code><span class="sig-paren">(</span><em>img_true</em>, <em>img_test</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/ipfml/iqa/fr.html#rmse"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#ipfml.iqa.fr.rmse" title="Permalink to this definition">¶</a></dt>
- <dd><p>Returns Root Mean-Squared Error score between two Numpy arrays</p>
- <table class="docutils field-list" frame="void" rules="none">
- <col class="field-name" />
- <col class="field-body" />
- <tbody valign="top">
- <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
- <li><strong>img_true</strong> – Image, numpy array of any dimension</li>
- <li><strong>img_test</strong> – Image, numpy array of any dimension</li>
- </ul>
- </td>
- </tr>
- <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first">Computed RMSE score</p>
- </td>
- </tr>
- <tr class="field-odd field"><th class="field-name">Raises:</th><td class="field-body"><p class="first last"><code class="xref py py-exc docutils literal notranslate"><span class="pre">NumpyShapeComparisonException</span></code> – if shape of images are not the same</p>
- </td>
- </tr>
- </tbody>
- </table>
- <p class="rubric">Example</p>
- <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">ipfml.iqa</span> <span class="k">import</span> <span class="n">fr</span>
- <span class="gp">>>> </span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
- <span class="gp">>>> </span><span class="n">arr1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">arr2</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">15</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">rmse_score</span> <span class="o">=</span> <span class="n">fr</span><span class="o">.</span><span class="n">rmse</span><span class="p">(</span><span class="n">arr1</span><span class="p">,</span> <span class="n">arr2</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">rmse_score</span>
- <span class="go">5.0</span>
- </pre></div>
- </div>
- </dd></dl>
- <dl class="function">
- <dt id="ipfml.iqa.fr.ssim">
- <code class="descclassname">ipfml.iqa.fr.</code><code class="descname">ssim</code><span class="sig-paren">(</span><em>img_true</em>, <em>img_test</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/ipfml/iqa/fr.html#ssim"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#ipfml.iqa.fr.ssim" title="Permalink to this definition">¶</a></dt>
- <dd><p>Returns the computed Structural Similarity (SSIM) between two images</p>
- <table class="docutils field-list" frame="void" rules="none">
- <col class="field-name" />
- <col class="field-body" />
- <tbody valign="top">
- <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
- <li><strong>img_true</strong> – Image, numpy array of any dimension</li>
- <li><strong>img_test</strong> – Image, numpy array of any dimension</li>
- </ul>
- </td>
- </tr>
- <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">Computed SSIM score</p>
- </td>
- </tr>
- </tbody>
- </table>
- <p class="rubric">Example</p>
- <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">ipfml.iqa</span> <span class="k">import</span> <span class="n">fr</span>
- <span class="gp">>>> </span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
- <span class="gp">>>> </span><span class="n">arr1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">arr2</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">105</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="n">ssim_score</span> <span class="o">=</span> <span class="n">fr</span><span class="o">.</span><span class="n">ssim</span><span class="p">(</span><span class="n">arr1</span><span class="p">,</span> <span class="n">arr2</span><span class="p">)</span>
- <span class="gp">>>> </span><span class="nb">int</span><span class="p">(</span><span class="n">ssim_score</span><span class="p">)</span>
- <span class="go">0</span>
- </pre></div>
- </div>
- </dd></dl>
- <dl class="function">
- <dt id="ipfml.iqa.fr.vif">
- <code class="descclassname">ipfml.iqa.fr.</code><code class="descname">vif</code><span class="sig-paren">(</span><em>img_true</em>, <em>img_test</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/ipfml/iqa/fr.html#vif"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#ipfml.iqa.fr.vif" title="Permalink to this definition">¶</a></dt>
- <dd><p>Implemented later..</p>
- </dd></dl>
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