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8 changes: 7 additions & 1 deletion ADS/Heap/lec/index.html
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Expand Up @@ -4640,6 +4640,12 @@ <h3 id="implementation">Implementation<a class="headerlink" href="#implementatio
<li>A binomial queue of <span class="arithmatex">\(N\)</span> elements can be built by <span class="arithmatex">\(N\)</span> successive insertions in <span class="arithmatex">\(O(N)\)</span>​ time.</li>
</ul>
<p><img alt="9" src="../9.png" /></p>
<ul>
<li><span class="arithmatex">\(1/2\)</span> no merge</li>
<li><span class="arithmatex">\(1/4\)</span> one merge</li>
<li><span class="arithmatex">\(1/8\)</span> two merges..</li>
<li><span class="arithmatex">\(1/16\)</span> three merges...</li>
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<h1>Trees</h1>

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<h2 id="avl-tree">AVL Tree<a class="headerlink" href="#avl-tree" title="Permanent link">&para;</a></h2>
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<li>An empty binary tree is height balanced.</li>
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<p><span class="arithmatex">\(Depth = O(log_{M/2}N)\)</span></p>
<p><span class="arithmatex">\(T_{insert} = O(M* Depth)=O(logN*M/logM)\)</span></p>
<p><span class="arithmatex">\(Y_{find} = O(logN)\)</span></p>
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<p><font face = 'Times New Roman'></p>
<h1 id="relational">Relational<a class="headerlink" href="#relational" title="Permanent link">&para;</a></h1>
<h2 id="relational-model">Relational Model<a class="headerlink" href="#relational-model" title="Permanent link">&para;</a></h2>
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<li>We expect that ,even the situation changes, we do not have to change our queries.</li>
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<h1>Chapter 2</h1>

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<h2 id="pre-knoledge">Pre-Knoledge<a class="headerlink" href="#pre-knoledge" title="Permanent link">&para;</a></h2>
<p>Reference to <a href="https://runoob.com/sql/sql-update.html">https://runoob.com/sql/sql-update.html</a></p>
<h3 id="fundamentals">Fundamentals<a class="headerlink" href="#fundamentals" title="Permanent link">&para;</a></h3>
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<li><a href="https://blog.csdn.net/mjfppxx/article/details/124879326">https://blog.csdn.net/mjfppxx/article/details/124879326</a></li>
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<p><font face = 'Times New Roman'></p>
<h1 id="lec2-for-ml-4360">Lec2 for ML-4360<a class="headerlink" href="#lec2-for-ml-4360" title="Permanent link">&para;</a></h1>
<h2 id="21-primitives-transformations">2.1 Primitives &amp; Transformations<a class="headerlink" href="#21-primitives-transformations" title="Permanent link">&para;</a></h2>
<h3 id="homogeneous"><span class="arithmatex">\(Homogeneous\)</span><a class="headerlink" href="#homogeneous" title="Permanent link">&para;</a></h3>
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<p><img alt="4" src="../4.png" /></p>
<p><img alt="Alt text" src="../j.png" /></p>
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<h1>Coordinate-Based Networks</h1>

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<h2 id="implicit-neural-representations">Implicit Neural Representations<a class="headerlink" href="#implicit-neural-representations" title="Permanent link">&para;</a></h2>
<h3 id="what-is-a-good-output-representation">What is a good <strong>output</strong> representation?<a class="headerlink" href="#what-is-a-good-output-representation" title="Permanent link">&para;</a></h3>
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<p><font face = 'Times New Roman'></p>
<h1 id="probabilistic-graphical-models">Probabilistic Graphical Models<a class="headerlink" href="#probabilistic-graphical-models" title="Permanent link">&para;</a></h1>
<h2 id="structured-prediction">Structured Prediction<a class="headerlink" href="#structured-prediction" title="Permanent link">&para;</a></h2>
<h3 id="spatial-regularization">Spatial regularization<a class="headerlink" href="#spatial-regularization" title="Permanent link">&para;</a></h3>
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<li>Refer to PPT</li>
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<h1>Recognition</h1>

<p><font face = 'Times New Roman'></p>
<h2 id="object-detection">Object Detection<a class="headerlink" href="#object-detection" title="Permanent link">&para;</a></h2>
<p><strong>Input</strong>: Single RGB Image</p>
<p><strong>Output</strong>: A set of detected objects:</p>
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</ul>
<h3 id="mask-r-cnn">Mask R-CNN<a class="headerlink" href="#mask-r-cnn" title="Permanent link">&para;</a></h3>
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<p><font face = 'Times New Roman'></p>
<h1 id="structure-form-motion">Structure Form Motion<a class="headerlink" href="#structure-form-motion" title="Permanent link">&para;</a></h1>
<h2 id="preliminarynaries">preliminarynaries<a class="headerlink" href="#preliminarynaries" title="Permanent link">&para;</a></h2>
<h3 id="point-features">Point Features<a class="headerlink" href="#point-features" title="Permanent link">&para;</a></h3>
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<ul>
<li>CNN <a href="https://www.zhihu.com/question/52668301/answer/1231346589">https://www.zhihu.com/question/52668301/answer/1231346589</a></li>
</ul>
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<h1>Shape-From-X</h1>

<p><font face = 'Times New Roman'></p>
<h2 id="shape-from-shading">Shape-from-Shading<a class="headerlink" href="#shape-from-shading" title="Permanent link">&para;</a></h2>
<h3 id="recap-rendering-equation">Recap: Rendering Equation<a class="headerlink" href="#recap-rendering-equation" title="Permanent link">&para;</a></h3>
<p><img alt="1" src="../1.png" /></p>
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<h4 id="dynamicfusion">DynamicFusion<a class="headerlink" href="#dynamicfusion" title="Permanent link">&para;</a></h4>
<h4 id="octnetfusion">OctNetFusion<a class="headerlink" href="#octnetfusion" title="Permanent link">&para;</a></h4>
<h4 id="deep-marching-cubes">Deep Marching Cubes<a class="headerlink" href="#deep-marching-cubes" title="Permanent link">&para;</a></h4>
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<p><font face = 'Times New Roman'></p>
<h1 id="stereo-reconstruction">Stereo Reconstruction<a class="headerlink" href="#stereo-reconstruction" title="Permanent link">&para;</a></h1>
<h2 id="preliminaries">Preliminaries<a class="headerlink" href="#preliminaries" title="Permanent link">&para;</a></h2>
<h3 id="epipolar-geometry">Epipolar Geometry<a class="headerlink" href="#epipolar-geometry" title="Permanent link">&para;</a></h3>
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<h5 id="dispnet">DISPNET<a class="headerlink" href="#dispnet" title="Permanent link">&para;</a></h5>
<h5 id="gcnet">GCNET<a class="headerlink" href="#gcnet" title="Permanent link">&para;</a></h5>
<h5 id="stereo-mixture-density-networks-smd-nets">STEREO MIXTURE DENSITY NETWORKS (SMD-NETS)<a class="headerlink" href="#stereo-mixture-density-networks-smd-nets" title="Permanent link">&para;</a></h5>
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<h1>Self-Supervised Learning</h1>

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<h2 id="preliminaries">Preliminaries<a class="headerlink" href="#preliminaries" title="Permanent link">&para;</a></h2>
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<li>Refer to Slides</li>
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<h1>Basic concept and programming introduction</h1>

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<h2 id="image-format">Image Format<a class="headerlink" href="#image-format" title="Permanent link">&para;</a></h2>
<p>Digital image can be represented as a <strong>2D</strong> array or matrix.</p>
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<li>There can be several such sequences in the row. </li>
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<h1>Deep Learning</h1>

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<ul>
<li>CNNs have won several competitions</li>
<li>
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<h1>Fourier transform</h1>

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<p>Many mathematicians tried to find a way to approximate a complex function by some simple functions for many years. Apart from the theoretical concern, this technique is invaluable for many practical applications.</p>
<p>Before the invention of differential calculus, this problem kept open. </p>
<h2 id="fourier-transform">Fourier Transform<a class="headerlink" href="#fourier-transform" title="Permanent link">&para;</a></h2>
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<p><font face = 'Times New Roman'></p>
<h1 id="binary-image-and-morphological-operation">Binary Image and Morphological Operation<a class="headerlink" href="#binary-image-and-morphological-operation" title="Permanent link">&para;</a></h1>
<h2 id="binary-image">Binary image<a class="headerlink" href="#binary-image" title="Permanent link">&para;</a></h2>
<p>优点:更小的内存需求 运行速度更快 为二值图像开发的算法往往可以用于灰度级图像 更便宜 缺点:应用范围毕竟有限; 更无法推广到三维空间中表现力欠缺,不能表现物体内部细节无法控制对比度</p>
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$$
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