MATLAB中 histogram 和 imhist 的區別


matlab有兩個生成直方圖的庫函數,分別是imhist和histogram,二者有何區別呢?

區別就是:

  • imhist
    • 官方help:imhist(I) calculates the histogram for the intensity image I and displays a plot of the histogram. The number of bins in the histogram is determined by the image type.
    • 可見,imhist的NumBins值是由圖像類型決定的。若圖像為uint8類型,則bin的數量為256,即[0:1:255]。
  • histogram(早期版本為hist,現在matlab已不建議使用hist了)

    • 官方help:
      histogram(X) creates a histogram plot of X. The histogram function uses an automatic binning algorithm that returns bins with a uniform width, chosen to cover the range of elements in X and reveal the underlying shape of the distribution. histogram displays the bins as rectangles such that the height of each rectangle indicates the number of elements in the bin.

              nbins — Number of bins
         Number of bins, specified as a positive integer. If you do not specify nbins, then histogram automatically calculates how many bins to use based on the values in X.

    • 可見,histogram的NumBins值可以人為設定,在未指定該參數時,系統將基於圖像的灰度分布自動計算NumBins的值。

例程:

 1 imgColor = imread('lena.jpg');
 2 imgGray = rgb2gray(imgColor);
 3 
 4 %% imhist
 5 figure('name', 'imhist'),
 6 imhist(imgGray);
 7 
 8 %% histogram
 9 figure('name', 'histogram auto'),
10 % histogram函數自動計算NumBins值
11 hist2 = histogram(imgGray);
12 % Find the bin counts
13 binCounts = hist2.Values;
14 % Get bin number
15 binNum = hist2.NumBins;
16 
17 %% histogram 指定NumBins值
18 % Specify number of histogram bins
19 figure('name', 'histogram256'),
20 hist256 = histogram(imgGray, 256); % 等同於 imhist(imgGray)

 


由運行結果也可看出,histogram(imgGray, 256)與imhist(imgGray),二者在最大bin的灰度累計值是一樣的。

 

 

reference


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