javascript图片相似度算法实现 js实现直方图和向量算法

  

复制代码 代码如下:

  function getHistogram(imageData) {

  var arr = [];

  for (var i = 0; i < 64; i++) {

  arr[i] = 0;

  }

  var data = imageData.data;

  var pow4 = Math.pow(4, 2);

  for (var i = 0, len = data.length; i < len; i += 4) {

  var red = (data[i] / 64) | 0;

  var green = (data[i + 1] / 64) | 0;

  var blue = (data[i + 2] / 64) | 0;

  var index = red * pow4 + green * 4 + blue;

  arr[index]++;

  }

  return arr;

  }

  function cosine(arr1, arr2) {

  var axb = 0,

  a = 0,

  b = 0;

  for (var i = 0, len = arr1.length; i < len; i++) {

  axb += arr1[i] * arr2[i];

  a += arr1[i] * arr1[i];

  b += arr2[i] * arr2[i];

  }

  return axb / (Math.sqrt(a) * Math.sqrt(b));

  }

  function gray(imgData) {

  var data = imgData.data;

  for (var i = 0, len = data.length; i < len; i += 4) {

  var gray = parseInt((data[i] + data[i + 1] + data[i + 2]) / 3);

  data[i + 2] = data[i + 1] = data[i] = gray;

  }

  return imgData;

  }

  有个问题,假如图片是灰色的跟原图进行比较,那么要比较相似度,需要将图片都转成灰色的,即使用上面代码的gray函数来处理