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Matlab & Image processing toolbox Heejune Ahn SeoulTech Last updated 2015. Jan.
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Outline Why Matlab? Install Matlab Key concepts of Matlab Basic commands To be an Matlab expert
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1.Why Matlab TM ? Nice language Quicker to Learn than other languages. Platform-independent De-facto scientific standard Can focus on algorithm not low level details integrated environment (graphics etc) tool boxes Alternatives OpenCV
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Install Matlab Install Run “setup.exe” as usual License Individual licenses (use on your Labtop) Multi-user licenses (at class room, already set-up)
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Running Matlab and 20 commands workspace (variables) command hisory command windows working directory
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Key concepts Working directory pwd cd Search path addpath( ) editpath matlab setup.m file Workspace whos clear save // session.mat file load
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Variables Variable Every thing in Matlab is matrix/array. 1-D, 2-D, & multi-Dim Must be a rectangular Initialization A = [1 2; 3 4] implicit vectorization x=1:10, y=sin(pi.*x./2) Indexing A(rows, columns) first element : “1”, not “0” start:step:end e.g) 0:5:100 All elements: “ : ” 12 34 A(1, 1:2 ) row A(1:2, 2) = A( :, 2) column
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More on variable Generating size e.g.) size(A) zeros, ones, eye modification repmat e.g.) A=eye(4); B=repmat(A,1,2); combine: A=[1 2; 3 4], B=[5 6; 7 8], C=[9 10 11 12] ; D= [A B]; E= [A; B]; F = [A B; C] Image 3-D of x, y, & component A = imread(‘filename’); imshow(A)
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Number representation kjkjkjkjkj
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Operations Mathemetical Operations scalar operation vs matrix operation scalar: element by element e.g) A=[1:2, 3:4]; B=A; C=A.*B; D=A*B
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Relational Element-by-element e.g.
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Logical
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Flow control If/else switch
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Flow control for-loop While-loop Note: implicit vectorization should be prefered in Matlab
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Matlab Functions Built-in functions exp, sqrt, log, sin etc M-function files function C=sub_img(A,B); %comments here if size(A) ~= size(B) disp(‘Images are not the same size’) return; else C=imsub(A,B); imshow(C); %Display 8-bit diff image end inputs output
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Useful in M-script User Interaction keyboard type pause Input Algorithm find (indexes) A=1:10; i=find(A>5)
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Etc 2-D Ploting Plot bar hist Utility help quit print ; (semi-colon) x = 0:pi/100:2*pi; y = sin(x); figure % opens new figure window plot(x,y)
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