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Histograms provide a way to visualize the distribution of a numeric variable. Similar to a bar chart in which each unique response is recorded as a separate bar, histograms group numeric responses into bins and display the frequency of responses in each. The x-axis of a histogram reflects the range of values of a numeric variable, while the y ... Histograms So, a histogram for a grayscale image with intensity values in range would contain exactly K entries E.g. 8‐bit grayscale image, K = 28 = 256 Each histogram entry is defined as: h(i) = number of pixels with intensity I for all 0 < i< K. There are various types of bar graphs in Matlab like 2d bar graph, horizontal, vertical and different features are associated with them. Features like width, color, axes can be adjusted using the bar graph. Bar graphs are used in various platforms like Matlab, R, Python to analyze the data and come up with the conclusion. Syntax of the Bar Graph A histogram shows the distribution of data values. n = hist(Y) bins the elements in vector Y into 10 equally spaced containers and returns the number of elements in each container as a row vector. If Y is an m -by- p matrix, hist treats the columns of Y as vectors and returns a 10-by- p matrix n .