|
| 1 | +# Matlab常用图像处理命令108例(二) |
| 2 | + |
| 3 | +## 11.bwselect |
| 4 | + |
| 5 | +功能:在二进制图像中选择对象。语法: |
| 6 | + |
| 7 | +```matlab |
| 8 | +BW2 = bwselect(BW1,c,r,n) |
| 9 | +
|
| 10 | +BW2 = bwselect(BW1,n) |
| 11 | +
|
| 12 | +[BW2,idx] = bwselect(...) |
| 13 | +``` |
| 14 | + |
| 15 | +举例 |
| 16 | + |
| 17 | +```matlab |
| 18 | +BW1 = imread('text.tif'); |
| 19 | +
|
| 20 | +c = [16 90 144]; |
| 21 | +
|
| 22 | +r = [85 197 247]; |
| 23 | +
|
| 24 | +BW2 = bwselect(BW1,c,r,4); |
| 25 | +
|
| 26 | +imshow(BW1) |
| 27 | +
|
| 28 | +figure, imshow(BW2) |
| 29 | +``` |
| 30 | + |
| 31 | + |
| 32 | + |
| 33 | +相关命令: |
| 34 | + |
| 35 | +bwfill, bwlabel, impixel, roipoly, roifill |
| 36 | + |
| 37 | +## 12.cmpermute |
| 38 | + |
| 39 | +功能:调整颜色映像表中的颜色。 |
| 40 | + |
| 41 | +语法: |
| 42 | + |
| 43 | +```matlab |
| 44 | +[Y,newmap] = cmpermute(X,map) |
| 45 | +
|
| 46 | +[Y,newmap] = cmpermute(X,map,index) |
| 47 | +``` |
| 48 | + |
| 49 | +举例 |
| 50 | + |
| 51 | +```matlab |
| 52 | +To order a colormap by luminance, use: |
| 53 | +
|
| 54 | +ntsc = rgb2ntsc(map); |
| 55 | +
|
| 56 | +[dum,index] = sort(ntsc(:,1)); |
| 57 | +
|
| 58 | +[Y,newmap] = cmpermute(X,map,index); |
| 59 | +``` |
| 60 | + |
| 61 | +相关命令: randperm |
| 62 | + |
| 63 | +## 13.cmunique |
| 64 | + |
| 65 | +功能:查找颜色映像表中特定的颜色及相应的图像。语法: |
| 66 | + |
| 67 | +```matlab |
| 68 | +[Y,newmap] = cmunique(X,map) |
| 69 | +
|
| 70 | +[Y,newmap] = cmunique(RGB) |
| 71 | +
|
| 72 | +[Y,newmap] = cmunique(I) |
| 73 | +``` |
| 74 | + |
| 75 | +相关命令: |
| 76 | +gray2ind, rgb2ind |
| 77 | + |
| 78 | +## 14.col2im |
| 79 | + |
| 80 | +功能:将矩阵的列重新组织到块中。语法: |
| 81 | + |
| 82 | +```matlab |
| 83 | +A = col2im(B,[m n],[mm nn],block_type) |
| 84 | +A = col2im(B,[m n],[mm nn]) |
| 85 | +``` |
| 86 | + |
| 87 | +相关命令: |
| 88 | +blkproc, colfilt, im2col, nlfilter |
| 89 | + |
| 90 | +## 15.colfilt |
| 91 | + |
| 92 | +利用列相关函数进行边沿操作。语法: |
| 93 | + |
| 94 | +```matlab |
| 95 | +B = colfilt(A,[m n],block_type,fun) |
| 96 | +B = colfilt(A,[m n],block_type,fun,P1,P2,...) |
| 97 | +B = colfilt(A,[m n],[mblock nblock],block_type,fun,...) |
| 98 | +B = colfilt(A,'indexed',...) |
| 99 | +``` |
| 100 | + |
| 101 | +相关命令: |
| 102 | +blkproc, col2im, im2col, nlfilter |
| 103 | + |
| 104 | +## 16.colorbar |
| 105 | + |
| 106 | +功能:显示颜色条。语法: |
| 107 | + |
| 108 | +```matlab |
| 109 | +colorbar('vert') |
| 110 | +
|
| 111 | +colorbar('horiz') |
| 112 | +
|
| 113 | +colorbar(h) |
| 114 | +
|
| 115 | +colorbar |
| 116 | +h = colorbar(...) |
| 117 | +``` |
| 118 | + |
| 119 | +举例 |
| 120 | + |
| 121 | +```matlab |
| 122 | +I = imread('blood1.tif'); |
| 123 | +
|
| 124 | +h = fspecial('log'); |
| 125 | +I2 = filter2(h,I); |
| 126 | +imshow(I2,[]), colormap(jet(64)), colorbar |
| 127 | +``` |
| 128 | + |
| 129 | + |
| 130 | + |
| 131 | +## 17.conv2 |
| 132 | + |
| 133 | +功能:进行二维卷积操作。语法: |
| 134 | + |
| 135 | +```matlab |
| 136 | +C = conv2(A,B) |
| 137 | +C = conv2(hcol,hrow,A) |
| 138 | +C = conv2(...,shape) |
| 139 | +``` |
| 140 | + |
| 141 | +举例 |
| 142 | + |
| 143 | +```matlab |
| 144 | +A = magic(5) |
| 145 | +
|
| 146 | +A = |
| 147 | +17 24 1 8 15 |
| 148 | +
|
| 149 | +23 5 7 14 16 |
| 150 | +4 6 13 20 22 |
| 151 | +10 12 19 21 3 |
| 152 | +11 18 25 2 9 |
| 153 | +B = [1 2 1;0 2 0;3 1 3] |
| 154 | +
|
| 155 | +B = |
| 156 | +1 2 1 |
| 157 | +0 2 0 |
| 158 | +3 1 3 |
| 159 | +C = conv2(A,B) |
| 160 | +
|
| 161 | +C = |
| 162 | +17 58 66 34 32 38 15 |
| 163 | +23 85 88 35 67 76 16 |
| 164 | +55 149 117 163 159 135 67 |
| 165 | +79 78 160 161 187 129 51 |
| 166 | +23 82 153 199 205 108 75 |
| 167 | +30 68 135 168 91 84 9 |
| 168 | +33 65 126 85 104 15 27 |
| 169 | +``` |
| 170 | + |
| 171 | +相关命令: |
| 172 | +filter2 |
| 173 | + |
| 174 | +## 18.convmtx2 |
| 175 | + |
| 176 | +功能:计算二维卷积矩阵。语法: |
| 177 | + |
| 178 | +```matlab |
| 179 | +T = convmtx2(H,m,n) |
| 180 | +
|
| 181 | +T = convmtx2(H,[m n]) |
| 182 | +``` |
| 183 | + |
| 184 | +相关命令: |
| 185 | +conv2 |
| 186 | + |
| 187 | +## 19.convn |
| 188 | + |
| 189 | +功能:计算n 维卷积。 |
| 190 | + |
| 191 | +语法: |
| 192 | + |
| 193 | +```matlab |
| 194 | +C = convn(A,B) |
| 195 | +C = convn(A,B,shape) |
| 196 | +``` |
| 197 | + |
| 198 | +相关命令: conv2 |
| 199 | + |
| 200 | +## 20.corr2 |
| 201 | + |
| 202 | +功能:计算两个矩阵的二维相关系数。 |
| 203 | + |
| 204 | +语法: |
| 205 | + |
| 206 | +```matlab |
| 207 | +r = corr2(A,B) |
| 208 | +``` |
| 209 | + |
| 210 | +相关命令: std2 |
| 211 | + |
| 212 | +## 21.dct2 |
| 213 | + |
| 214 | +功能:进行二维离散余弦变换。语法: |
| 215 | + |
| 216 | +```matlab |
| 217 | +B = dct2(A) |
| 218 | +B = dct2(A,m,n) |
| 219 | +B = dct2(A,[m n]) |
| 220 | +``` |
| 221 | + |
| 222 | +举例 |
| 223 | + |
| 224 | +```matlab |
| 225 | +RGB = imread('autumn.tif'); |
| 226 | +I = rgb2gray(RGB); |
| 227 | +J = dct2(I); |
| 228 | +imshow(log(abs(J)),[]), colormap(jet(64)), colorbar |
| 229 | +``` |
| 230 | + |
| 231 | + |
| 232 | + |
| 233 | +```matlab |
| 234 | +J(abs(J) < 10) = 0; |
| 235 | +K = idct2(J)/255; |
| 236 | +imshow(K) |
| 237 | +``` |
| 238 | + |
| 239 | + |
| 240 | + |
| 241 | +相关命令: |
| 242 | +fft2, idct2, ifft2 |
| 243 | + |
| 244 | +## 22.dctmtx |
| 245 | + |
| 246 | +功能:计算离散余弦变换矩阵。 |
| 247 | +语法: |
| 248 | + |
| 249 | +```matlab |
| 250 | +D = dctmtx(n) |
| 251 | +``` |
| 252 | + |
| 253 | +相关命令: dct2 |
| 254 | + |
| 255 | +## 23.dilate |
| 256 | + |
| 257 | +功能:放大二进制图像。语法: |
| 258 | + |
| 259 | +```matlab |
| 260 | +BW2 = dilate(BW1,SE) |
| 261 | +BW2 = dilate(BW1,SE,alg) BW2 = dilate(BW1,SE,...,n) |
| 262 | +``` |
| 263 | + |
| 264 | +举例 |
| 265 | + |
| 266 | +```matlab |
| 267 | +BW1 = imread('text.tif'); |
| 268 | +SE = ones(6,2); |
| 269 | +BW2 = dilate(BW1,SE); |
| 270 | +imshow(BW1) |
| 271 | +figure, imshow(BW2) |
| 272 | +``` |
| 273 | + |
| 274 | + |
| 275 | + |
| 276 | +相关命令: |
| 277 | +bwmorph, erode |
| 278 | + |
| 279 | +## 24.dither |
| 280 | + |
| 281 | +功能:通过抖动增加外观颜色分辨率,转换图像。 |
| 282 | +语法: |
| 283 | + |
| 284 | +```matlab |
| 285 | +X = dither(RGB,map) |
| 286 | +BW = dither(I) |
| 287 | +``` |
| 288 | + |
| 289 | +相关命令: |
| 290 | +rgb2ind |
| 291 | + |
| 292 | +## 25.double |
| 293 | + |
| 294 | +功能:转换数据为双精度型。 |
| 295 | +语法: |
| 296 | + |
| 297 | +```matlab |
| 298 | +B = double(A) |
| 299 | +``` |
| 300 | + |
| 301 | +举例 |
| 302 | + |
| 303 | +```matlab |
| 304 | +A = imread('saturn.tif'); |
| 305 | +B = sqrt(double(A)); |
| 306 | +``` |
| 307 | + |
| 308 | +相关命令: |
| 309 | +im2double, im2uint, uint8 |
| 310 | + |
| 311 | +参考文献: |
| 312 | + |
| 313 | +[1] [Rafael C. Gonzalez, Richard E. Woods, and Steven L. Eddins. 2003. Digital Image Processing Using MATLAB. Prentice-Hall, Inc., USA.](https://github.com/timerring/digital-image-processing-matlab/blob/main/reference/Digital_Image_Processing_Using_Matlab.pdf) |
| 314 | + |
| 315 | +[2] [阮秋琦. 数字图像处理(MATLAB版)[M]. 北京:电子工业出版社, 2014.](https://github.com/timerring/digital-image-processing-matlab/blob/main/reference/Digital_Image_Processing_(MATLAB_version).pdf) |
| 316 | + |
| 317 | +[3] [冈萨雷斯. 数字图像处理(第三版)[M]. 北京:电子工业出版社, 2011.](https://github.com/timerring/digital-image-processing-matlab/blob/main/reference/Digital_Image_Processing_(Third_Edition).pdf) |
| 318 | + |
| 319 | + |
| 320 | + |
| 321 | +[返回首页](https://github.com/timerring/digital-image-processing-matlab) |
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