arm_compute v19.08
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+<a href="neon__opticalflow_8cpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2019 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * of this software and associated documentation files (the "Software"), to</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * deal in the Software without restriction, including without limitation the</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> * furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#include "<a class="code" href="_n_e_functions_8h.xhtml">arm_compute/runtime/NEON/NEFunctions.h</a>"</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> </div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor">#include "<a class="code" href="arm__compute_2core_2_types_8h.xhtml">arm_compute/core/Types.h</a>"</span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="preprocessor">#include "<a class="code" href="_image_loader_8h.xhtml">utils/ImageLoader.h</a>"</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#include "<a class="code" href="utils_2_utils_8h.xhtml">utils/Utils.h</a>"</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> </div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include <fstream></span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include <sstream></span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#include <vector></span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> </div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="keyword">using namespace </span><a class="code" href="namespacearm__compute.xhtml">arm_compute</a>;</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="keyword">using namespace </span>utils;</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> </div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="keyword">class </span>NeonOpticalFlowExample : <span class="keyword">public</span> <a class="code" href="classarm__compute_1_1utils_1_1_example.xhtml">Example</a></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> {</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  NeonOpticalFlowExample()</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  : input_points(100), output_points(100), point_estimates(100)</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  {</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  }</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> </div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="keywordtype">bool</span> do_setup(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span> **argv)<span class="keyword"> override</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  <span class="keywordflow">if</span>(argc < 5)</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  {</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <span class="comment">// Print help</span></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  std::cout << <span class="stringliteral">"Usage: ./build/neon_opticalflow [src_1st.ppm] [src_2nd.ppm] [keypoints] [estimates]\n\n"</span>;</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> img_width = 64;</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> img_height = 64;</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> rect_x = 20;</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> rect_y = 40;</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> rect_s = 8;</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> offsetx = 24;</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> offsety = 3;</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  std::cout << <span class="stringliteral">"No input_image provided, creating test data:\n"</span>;</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  std::cout << <span class="stringliteral">"\t Image src_1st = ("</span> << img_width << <span class="stringliteral">","</span> << img_height << <span class="stringliteral">")"</span> << std::endl;</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  std::cout << <span class="stringliteral">"\t Image src_2nd = ("</span> << img_width << <span class="stringliteral">","</span> << img_height << <span class="stringliteral">")"</span> << std::endl;</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  init_img(src_1st, img_width, img_height, rect_x, rect_y, rect_s);</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  init_img(src_2nd, img_width, img_height, rect_x + offsetx, rect_y + offsety, rect_s);</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keyword">const</span> <span class="keywordtype">int</span> num_points = 4;</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  input_points.resize(num_points);</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  point_estimates.resize(num_points);</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <span class="keyword">const</span> std::array<unsigned int, num_points> tracking_coordsx = { rect_x - 1, rect_x, rect_x + 1, rect_x + 2 };</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keyword">const</span> std::array<unsigned int, num_points> tracking_coordsy = { rect_y - 1, rect_y, rect_y + 1, rect_y + 2 };</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keyword">const</span> std::array<unsigned int, num_points> estimate_coordsx = { rect_x + offsetx - 1, rect_x + offsetx, rect_x + offsetx + 1, rect_x + offsetx + 2 };</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <span class="keyword">const</span> std::array<unsigned int, num_points> estimate_coordsy = { rect_y + offsety - 1, rect_y + offsety, rect_y + offsety + 1, rect_y + offsety + 2 };</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span> </div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  <span class="keywordflow">for</span>(<span class="keywordtype">int</span> k = 0; k < num_points; ++k)</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  {</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keyword">auto</span> &keypoint = input_points.at(k);</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  keypoint.x = tracking_coordsx[k];</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  keypoint.y = tracking_coordsy[k];</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  keypoint.tracking_status = 1;</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  }</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="keywordflow">for</span>(<span class="keywordtype">int</span> k = 0; k < num_points; ++k)</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  {</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="keyword">auto</span> &keypoint = point_estimates.at(k);</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  keypoint.x = estimate_coordsx[k];</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  keypoint.y = estimate_coordsy[k];</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  keypoint.tracking_status = 1;</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  }</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  }</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  {</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  load_ppm(argv[1], src_1st);</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  load_ppm(argv[2], src_2nd);</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  load_keypoints(argv[3], input_points);</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  load_keypoints(argv[4], point_estimates);</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  }</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> </div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  print_points(input_points, <span class="stringliteral">"Tracking points : "</span>);</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  print_points(point_estimates, <span class="stringliteral">"Estimates points : "</span>);</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> </div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> num_levels = 3;</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="comment">// Initialise and allocate pyramids</span></div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  <a class="code" href="classarm__compute_1_1_pyramid_info.xhtml">PyramidInfo</a> pyramid_info(num_levels, <a class="code" href="namespacearm__compute.xhtml#af9876aedd664cac0ddeacddb40cb71cd">SCALE_PYRAMID_HALF</a>, src_1st.info()->tensor_shape(), src_1st.info()->format());</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  pyr_1st.init_auto_padding(pyramid_info);</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  pyr_2nd.init_auto_padding(pyramid_info);</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> </div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  pyrf_1st.configure(&src_1st, &pyr_1st, <a class="code" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a0db45d2a4141101bdfe48e3314cfbca3">BorderMode::UNDEFINED</a>, 0);</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  pyrf_2nd.configure(&src_2nd, &pyr_2nd, <a class="code" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a0db45d2a4141101bdfe48e3314cfbca3">BorderMode::UNDEFINED</a>, 0);</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> </div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  output_points.resize(input_points.num_values());</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span> </div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  optkf.configure(&pyr_1st, &pyr_2nd,</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  &input_points, &point_estimates, &output_points,</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <a class="code" href="namespacearm__compute.xhtml#a08c1503414e23f5dd10ff83492685453a788740b1ba2d6463dae318a332513b29">Termination::TERM_CRITERIA_BOTH</a>, 0.01f, 15, 5, <span class="keyword">true</span>, <a class="code" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a0db45d2a4141101bdfe48e3314cfbca3">BorderMode::UNDEFINED</a>, 0);</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> </div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  pyr_1st.allocate();</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  pyr_2nd.allocate();</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> </div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  }</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <span class="keywordtype">void</span> do_run()<span class="keyword"> override</span></div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <span class="comment">//Execute the functions:</span></div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  pyrf_1st.run();</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  pyrf_2nd.run();</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  optkf.run();</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  }</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <span class="keywordtype">void</span> do_teardown()<span class="keyword"> override</span></div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  print_points(output_points, <span class="stringliteral">"Output points : "</span>);</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  }</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> </div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> <span class="keyword">private</span>:</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="keywordtype">bool</span> load_keypoints(<span class="keyword">const</span> std::string &fn, <a class="code" href="classarm__compute_1_1_array.xhtml">KeyPointArray</a> &array)</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  {</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  assert(!fn.empty());</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  std::ifstream f(fn);</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <span class="keywordflow">if</span>(f.is_open())</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  {</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  std::cout << <span class="stringliteral">"Reading points from "</span> << fn << std::endl;</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  std::vector<KeyPoint> v;</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="keywordflow">for</span>(std::string line; std::getline(f, line);)</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  {</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  std::stringstream ss(line);</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  std::string xcoord;</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  std::string ycoord;</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  getline(ss, xcoord, <span class="charliteral">' '</span>);</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  getline(ss, ycoord, <span class="charliteral">' '</span>);</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  <a class="code" href="structarm__compute_1_1_key_point.xhtml">KeyPoint</a> kp;</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  kp.<a class="code" href="structarm__compute_1_1_key_point.xhtml#af6d3062751bd565decb1a2cd3b63bdb2">x</a> = <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#abdba606a789b8d664774f17d18f45cfe">std::stoi</a>(xcoord);</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  kp.<a class="code" href="structarm__compute_1_1_key_point.xhtml#af64066d134a77e01b3d6eb8da813627a">y</a> = <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#abdba606a789b8d664774f17d18f45cfe">std::stoi</a>(ycoord);</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  kp.<a class="code" href="structarm__compute_1_1_key_point.xhtml#a8ca2aae59762685dd38143e5f8267147">tracking_status</a> = 1;</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  v.push_back(kp);</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  }</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <span class="keyword">const</span> <span class="keywordtype">int</span> num_points = v.size();</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  array.<a class="code" href="classarm__compute_1_1_i_array.xhtml#ae21b0e95ded2dcfb5e62848ea0193828">resize</a>(num_points);</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <span class="keywordflow">for</span>(<span class="keywordtype">int</span> k = 0; k < num_points; ++k)</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  {</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <span class="keyword">auto</span> &keypoint = array.<a class="code" href="classarm__compute_1_1_i_array.xhtml#a9deaea40b2409ee68d354bdb9d3f8443">at</a>(k);</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  keypoint = v[k];</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  }</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  }</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  {</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  std::cout << <span class="stringliteral">"Cannot open keypoints file "</span> << fn << std::endl;</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  }</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  }</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> </div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  <span class="keywordtype">bool</span> load_ppm(<span class="keyword">const</span> std::string &fn, <a class="code" href="struct_image.xhtml">Image</a> &img)</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>  {</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  assert(!fn.empty());</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  <a class="code" href="classarm__compute_1_1utils_1_1_p_p_m_loader.xhtml">PPMLoader</a> ppm;</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  ppm.<a class="code" href="classarm__compute_1_1utils_1_1_p_p_m_loader.xhtml#ab23b23a466d459ecbad7d046bb085324">open</a>(fn);</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  ppm.init_image(img, <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5">Format::U8</a>);</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  img.allocator()->allocate();</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  <span class="keywordflow">if</span>(ppm.is_open())</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  {</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  std::cout << <span class="stringliteral">"Reading image "</span> << fn << std::endl;</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  ppm.fill_image(img);</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  }</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  {</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  std::cout << <span class="stringliteral">"Cannot open "</span> << fn << std::endl;</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  }</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  }</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  <span class="keywordtype">void</span> init_img(<a class="code" href="struct_image.xhtml">Image</a> &img, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> img_width, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> img_height,</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> square_center_x, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> square_center_y,</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> square_size)</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  {</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  img.allocator()->init(<a class="code" href="classarm__compute_1_1_tensor_info.xhtml">TensorInfo</a>(img_width, img_height, <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5">Format::U8</a>));</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  img.allocator()->allocate();</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> square_half = square_size / 2;</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <span class="comment">// assert the square is in the bounds of the image</span></div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  assert(square_center_x > square_half && square_center_x + square_half < img_width);</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  assert(square_center_y > square_half && square_center_y + square_half < img_height);</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="comment">// get ptr to the top left pixel for the squeare</span></div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">std::fill</a>(img.buffer(), img.buffer() + img_width * img_height, 0);</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i < square_size; ++i)</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  {</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> j = 0; j < square_size; ++j)</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  {</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  uint8_t *ptr = img.ptr_to_element(<a class="code" href="classarm__compute_1_1_coordinates.xhtml">Coordinates</a>(square_center_x - square_half + j, square_center_y - square_half + i));</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  *ptr = 0xFF;</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  }</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  }</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  }</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  <span class="keywordtype">void</span> print_points(<span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_array.xhtml">KeyPointArray</a> &a, <span class="keyword">const</span> std::string &str = <span class="stringliteral">""</span>)</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  {</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  std::cout << str << std::endl;</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> k = 0; k < a.<a class="code" href="classarm__compute_1_1_i_array.xhtml#aac8e28a698cd201286d75eb3f5ad3e1c">num_values</a>(); ++k)</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  {</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  <span class="keyword">auto</span> kp = a.<a class="code" href="classarm__compute_1_1_i_array.xhtml#a9deaea40b2409ee68d354bdb9d3f8443">at</a>(k);</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  std::cout << <span class="stringliteral">"\t "</span></div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  << <span class="stringliteral">" (x,y) = ("</span> << kp.<a class="code" href="structarm__compute_1_1_key_point.xhtml#af6d3062751bd565decb1a2cd3b63bdb2">x</a> << <span class="stringliteral">","</span> << kp.<a class="code" href="structarm__compute_1_1_key_point.xhtml#af64066d134a77e01b3d6eb8da813627a">y</a> << <span class="stringliteral">")"</span>;</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  std::cout << <span class="stringliteral">" strength = "</span> << kp.<a class="code" href="structarm__compute_1_1_key_point.xhtml#a2c1c8f9331368f38bfc3eaee260b59a6">strength</a> << <span class="stringliteral">" "</span></div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  << <span class="stringliteral">" scale = "</span> << kp.<a class="code" href="structarm__compute_1_1_key_point.xhtml#a1d28dec57cce925ad92342891bd71e7c">scale</a> << <span class="stringliteral">" orientation "</span> << kp.<a class="code" href="structarm__compute_1_1_key_point.xhtml#a0e3266fc15309697502533db62b682af">orientation</a> << <span class="stringliteral">" status "</span> << kp.<a class="code" href="structarm__compute_1_1_key_point.xhtml#a8ca2aae59762685dd38143e5f8267147">tracking_status</a> << <span class="stringliteral">" err = "</span> << kp.<a class="code" href="structarm__compute_1_1_key_point.xhtml#a7cfd13d282af770aaa971755fa092fca">error</a> << std::endl;</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  }</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>  }</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span> </div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  <a class="code" href="classarm__compute_1_1_pyramid.xhtml">Pyramid</a> pyr_1st{};</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  <a class="code" href="classarm__compute_1_1_pyramid.xhtml">Pyramid</a> pyr_2nd{};</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span>  <a class="code" href="classarm__compute_1_1_n_e_gaussian_pyramid_half.xhtml">NEGaussianPyramidHalf</a> pyrf_1st{};</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>  <a class="code" href="classarm__compute_1_1_n_e_gaussian_pyramid_half.xhtml">NEGaussianPyramidHalf</a> pyrf_2nd{};</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>  <a class="code" href="classarm__compute_1_1_n_e_optical_flow.xhtml">NEOpticalFlow</a> optkf{};</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  <a class="code" href="struct_image.xhtml">Image</a> src_1st{}, src_2nd{};</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  <a class="code" href="classarm__compute_1_1_array.xhtml">KeyPointArray</a> input_points;</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  <a class="code" href="classarm__compute_1_1_array.xhtml">KeyPointArray</a> output_points;</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  <a class="code" href="classarm__compute_1_1_array.xhtml">KeyPointArray</a> point_estimates;</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span> };</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span> </div><div class="line"><a name="l00260"></a><span class="lineno"><a class="line" href="neon__opticalflow_8cpp.xhtml#a3c04138a5bfe5d72780bb7e82a18e627"> 260</a></span> <span class="keywordtype">int</span> <a class="code" href="neon__opticalflow_8cpp.xhtml#a3c04138a5bfe5d72780bb7e82a18e627">main</a>(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span> **argv)</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span> {</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>  <span class="keywordflow">return</span> utils::run_example<NeonOpticalFlowExample>(argc, argv);</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span> }</div><div class="ttc" id="namespacearm__compute_xhtml_af9876aedd664cac0ddeacddb40cb71cd"><div class="ttname"><a href="namespacearm__compute.xhtml#af9876aedd664cac0ddeacddb40cb71cd">arm_compute::SCALE_PYRAMID_HALF</a></div><div class="ttdeci">constexpr float SCALE_PYRAMID_HALF</div><div class="ttdoc">Constant value used to indicate a half-scale pyramid.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00106">Types.h:106</a></div></div>
+<div class="ttc" id="neon__opticalflow_8cpp_xhtml_a3c04138a5bfe5d72780bb7e82a18e627"><div class="ttname"><a href="neon__opticalflow_8cpp.xhtml#a3c04138a5bfe5d72780bb7e82a18e627">main</a></div><div class="ttdeci">int main(int argc, char **argv)</div><div class="ttdoc">Main program for optical flow test.</div><div class="ttdef"><b>Definition:</b> <a href="neon__opticalflow_8cpp_source.xhtml#l00260">neon_opticalflow.cpp:260</a></div></div>
+<div class="ttc" id="structarm__compute_1_1_key_point_xhtml_a1d28dec57cce925ad92342891bd71e7c"><div class="ttname"><a href="structarm__compute_1_1_key_point.xhtml#a1d28dec57cce925ad92342891bd71e7c">arm_compute::KeyPoint::scale</a></div><div class="ttdeci">float scale</div><div class="ttdoc">Scale initialized to 0 by the corner detector.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00408">Types.h:408</a></div></div>
+<div class="ttc" id="structarm__compute_1_1_key_point_xhtml_af6d3062751bd565decb1a2cd3b63bdb2"><div class="ttname"><a href="structarm__compute_1_1_key_point.xhtml#af6d3062751bd565decb1a2cd3b63bdb2">arm_compute::KeyPoint::x</a></div><div class="ttdeci">int32_t x</div><div class="ttdoc">X coordinates.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00405">Types.h:405</a></div></div>
+<div class="ttc" id="structarm__compute_1_1_key_point_xhtml_a0e3266fc15309697502533db62b682af"><div class="ttname"><a href="structarm__compute_1_1_key_point.xhtml#a0e3266fc15309697502533db62b682af">arm_compute::KeyPoint::orientation</a></div><div class="ttdeci">float orientation</div><div class="ttdoc">Orientation initialized to 0 by the corner detector.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00409">Types.h:409</a></div></div>
+<div class="ttc" id="classarm__compute_1_1utils_1_1_p_p_m_loader_xhtml_ab23b23a466d459ecbad7d046bb085324"><div class="ttname"><a href="classarm__compute_1_1utils_1_1_p_p_m_loader.xhtml#ab23b23a466d459ecbad7d046bb085324">arm_compute::utils::PPMLoader::open</a></div><div class="ttdeci">void open(const std::string &filename) override</div><div class="ttdoc">Open an image file and reads its metadata (Width, height)</div><div class="ttdef"><b>Definition:</b> <a href="_image_loader_8h_source.xhtml#l00371">ImageLoader.h:371</a></div></div>
+<div class="ttc" id="utils_2_utils_8h_xhtml"><div class="ttname"><a href="utils_2_utils_8h.xhtml">Utils.h</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5"><div class="ttname"><a href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5">arm_compute::Format::U8</a></div><div class="ttdoc">1 channel, 1 U8 per channel</div></div>
+<div class="ttc" id="structarm__compute_1_1_key_point_xhtml_a8ca2aae59762685dd38143e5f8267147"><div class="ttname"><a href="structarm__compute_1_1_key_point.xhtml#a8ca2aae59762685dd38143e5f8267147">arm_compute::KeyPoint::tracking_status</a></div><div class="ttdeci">int32_t tracking_status</div><div class="ttdoc">Status initialized to 1 by the corner detector, set to 0 when the point is lost.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00410">Types.h:410</a></div></div>
+<div class="ttc" id="classarm__compute_1_1_i_array_xhtml_ae21b0e95ded2dcfb5e62848ea0193828"><div class="ttname"><a href="classarm__compute_1_1_i_array.xhtml#ae21b0e95ded2dcfb5e62848ea0193828">arm_compute::IArray::resize</a></div><div class="ttdeci">void resize(size_t num)</div><div class="ttdoc">Resizes the array to contain "num" elements.</div><div class="ttdef"><b>Definition:</b> <a href="_i_array_8h_source.xhtml#l00128">IArray.h:128</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a08c1503414e23f5dd10ff83492685453a788740b1ba2d6463dae318a332513b29"><div class="ttname"><a href="namespacearm__compute.xhtml#a08c1503414e23f5dd10ff83492685453a788740b1ba2d6463dae318a332513b29">arm_compute::Termination::TERM_CRITERIA_BOTH</a></div><div class="ttdoc">Terminate on whichever of the other conditions occurs first.</div></div>
+<div class="ttc" id="_n_e_functions_8h_xhtml"><div class="ttname"><a href="_n_e_functions_8h.xhtml">NEFunctions.h</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml"><div class="ttname"><a href="namespacearm__compute.xhtml">arm_compute</a></div><div class="ttdoc">Copyright (c) 2017-2018 ARM Limited.</div><div class="ttdef"><b>Definition:</b> <a href="00__introduction_8dox_source.xhtml#l00024">00_introduction.dox:24</a></div></div>
+<div class="ttc" id="classarm__compute_1_1_pyramid_xhtml"><div class="ttname"><a href="classarm__compute_1_1_pyramid.xhtml">arm_compute::Pyramid</a></div><div class="ttdoc">Basic implementation of the pyramid interface.</div><div class="ttdef"><b>Definition:</b> <a href="_pyramid_8h_source.xhtml#l00040">Pyramid.h:40</a></div></div>
+<div class="ttc" id="structarm__compute_1_1_key_point_xhtml"><div class="ttname"><a href="structarm__compute_1_1_key_point.xhtml">arm_compute::KeyPoint</a></div><div class="ttdoc">Keypoint type.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00403">Types.h:403</a></div></div>
+<div class="ttc" id="classarm__compute_1_1_array_xhtml"><div class="ttname"><a href="classarm__compute_1_1_array.xhtml">arm_compute::Array</a></div><div class="ttdoc">Basic implementation of the IArray interface which allocates a static number of T values.</div><div class="ttdef"><b>Definition:</b> <a href="_array_8h_source.xhtml#l00037">Array.h:37</a></div></div>
+<div class="ttc" id="structarm__compute_1_1_key_point_xhtml_a2c1c8f9331368f38bfc3eaee260b59a6"><div class="ttname"><a href="structarm__compute_1_1_key_point.xhtml#a2c1c8f9331368f38bfc3eaee260b59a6">arm_compute::KeyPoint::strength</a></div><div class="ttdeci">float strength</div><div class="ttdoc">Strength of the point.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00407">Types.h:407</a></div></div>
+<div class="ttc" id="structarm__compute_1_1_key_point_xhtml_a7cfd13d282af770aaa971755fa092fca"><div class="ttname"><a href="structarm__compute_1_1_key_point.xhtml#a7cfd13d282af770aaa971755fa092fca">arm_compute::KeyPoint::error</a></div><div class="ttdeci">float error</div><div class="ttdoc">Tracking error initialized to 0 by the corner detector.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00411">Types.h:411</a></div></div>
+<div class="ttc" id="classarm__compute_1_1_i_array_xhtml_aac8e28a698cd201286d75eb3f5ad3e1c"><div class="ttname"><a href="classarm__compute_1_1_i_array.xhtml#aac8e28a698cd201286d75eb3f5ad3e1c">arm_compute::IArray::num_values</a></div><div class="ttdeci">size_t num_values() const</div><div class="ttdoc">Number of values currently stored in the array.</div><div class="ttdef"><b>Definition:</b> <a href="_i_array_8h_source.xhtml#l00068">IArray.h:68</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a1643f4cb252152ed8ffc0df84744ad5d"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">arm_compute::test::validation::fill</a></div><div class="ttdeci">library fill(src, distribution, 0)</div></div>
+<div class="ttc" id="classarm__compute_1_1_n_e_gaussian_pyramid_half_xhtml"><div class="ttname"><a href="classarm__compute_1_1_n_e_gaussian_pyramid_half.xhtml">arm_compute::NEGaussianPyramidHalf</a></div><div class="ttdoc">Basic function to execute gaussian pyramid with HALF scale factor.</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_gaussian_pyramid_8h_source.xhtml#l00083">NEGaussianPyramid.h:83</a></div></div>
+<div class="ttc" id="classarm__compute_1_1_coordinates_xhtml"><div class="ttname"><a href="classarm__compute_1_1_coordinates.xhtml">arm_compute::Coordinates</a></div><div class="ttdoc">Coordinates of an item.</div><div class="ttdef"><b>Definition:</b> <a href="_coordinates_8h_source.xhtml#l00037">Coordinates.h:37</a></div></div>
+<div class="ttc" id="_image_loader_8h_xhtml"><div class="ttname"><a href="_image_loader_8h.xhtml">ImageLoader.h</a></div></div>
+<div class="ttc" id="classarm__compute_1_1utils_1_1_example_xhtml"><div class="ttname"><a href="classarm__compute_1_1utils_1_1_example.xhtml">arm_compute::utils::Example</a></div><div class="ttdoc">Abstract Example class.</div><div class="ttdef"><b>Definition:</b> <a href="utils_2_utils_8h_source.xhtml#l00070">Utils.h:70</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1support_1_1cpp11_xhtml_abdba606a789b8d664774f17d18f45cfe"><div class="ttname"><a href="namespacearm__compute_1_1support_1_1cpp11.xhtml#abdba606a789b8d664774f17d18f45cfe">arm_compute::support::cpp11::stoi</a></div><div class="ttdeci">int stoi(const std::string &str, std::size_t *pos=0, NumericBase base=NumericBase::BASE_10)</div><div class="ttdoc">Convert string values to integer.</div><div class="ttdef"><b>Definition:</b> <a href="_toolchain_support_8h_source.xhtml#l00063">ToolchainSupport.h:63</a></div></div>
+<div class="ttc" id="classarm__compute_1_1_n_e_optical_flow_xhtml"><div class="ttname"><a href="classarm__compute_1_1_n_e_optical_flow.xhtml">arm_compute::NEOpticalFlow</a></div><div class="ttdoc">Basic function to execute optical flow.</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_optical_flow_8h_source.xhtml#l00053">NEOpticalFlow.h:53</a></div></div>
+<div class="ttc" id="struct_image_xhtml"><div class="ttname"><a href="struct_image.xhtml">Image</a></div><div class="ttdoc">Structure to hold Image information.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00167">helpers.h:167</a></div></div>
+<div class="ttc" id="structarm__compute_1_1_key_point_xhtml_af64066d134a77e01b3d6eb8da813627a"><div class="ttname"><a href="structarm__compute_1_1_key_point.xhtml#af64066d134a77e01b3d6eb8da813627a">arm_compute::KeyPoint::y</a></div><div class="ttdeci">int32_t y</div><div class="ttdoc">Y coordinates.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00406">Types.h:406</a></div></div>
+<div class="ttc" id="classarm__compute_1_1_pyramid_info_xhtml"><div class="ttname"><a href="classarm__compute_1_1_pyramid_info.xhtml">arm_compute::PyramidInfo</a></div><div class="ttdoc">Store the Pyramid's metadata.</div><div class="ttdef"><b>Definition:</b> <a href="_pyramid_info_8h_source.xhtml#l00035">PyramidInfo.h:35</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a15a05537a472ee742404821851529327a0db45d2a4141101bdfe48e3314cfbca3"><div class="ttname"><a href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a0db45d2a4141101bdfe48e3314cfbca3">arm_compute::BorderMode::UNDEFINED</a></div><div class="ttdoc">Borders are left undefined.</div></div>
+<div class="ttc" id="classarm__compute_1_1_tensor_info_xhtml"><div class="ttname"><a href="classarm__compute_1_1_tensor_info.xhtml">arm_compute::TensorInfo</a></div><div class="ttdoc">Store the tensor's metadata.</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_info_8h_source.xhtml#l00045">TensorInfo.h:45</a></div></div>
+<div class="ttc" id="arm__compute_2core_2_types_8h_xhtml"><div class="ttname"><a href="arm__compute_2core_2_types_8h.xhtml">Types.h</a></div></div>
+<div class="ttc" id="classarm__compute_1_1utils_1_1_p_p_m_loader_xhtml"><div class="ttname"><a href="classarm__compute_1_1utils_1_1_p_p_m_loader.xhtml">arm_compute::utils::PPMLoader</a></div><div class="ttdoc">PPM Image loader concrete implementation.</div><div class="ttdef"><b>Definition:</b> <a href="_image_loader_8h_source.xhtml#l00357">ImageLoader.h:357</a></div></div>
+<div class="ttc" id="classarm__compute_1_1_i_array_xhtml_a9deaea40b2409ee68d354bdb9d3f8443"><div class="ttname"><a href="classarm__compute_1_1_i_array.xhtml#a9deaea40b2409ee68d354bdb9d3f8443">arm_compute::IArray::at</a></div><div class="ttdeci">virtual T & at(size_t index) const</div><div class="ttdoc">Reference to the element of the array located at the given index.</div><div class="ttdef"><b>Definition:</b> <a href="_i_array_8h_source.xhtml#l00117">IArray.h:117</a></div></div>
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+ <ul>
+ <li class="navelem"><a class="el" href="dir_d28a4824dc47e487b107a5db32ef43c4.xhtml">examples</a></li><li class="navelem"><a class="el" href="neon__opticalflow_8cpp.xhtml">neon_opticalflow.cpp</a></li>
+ <li class="footer">Generated on Mon Sep 2 2019 11:47:20 for Compute Library by
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