TA的每日心情 | 开心 2019-11-20 15:05 |
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签到天数: 2 天 [LV.1]初来乍到
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图像处理代码共享) I! A. j$ {$ v6 T1 J; L1 U
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9 C( H# M' B* P* Eh=fspecial('average',[3 3])%3*3的均值滤波器- N1 U; p- k. K4 Q
h=fspecial('disk',5)%半径为5的圆形平均模板
5 a* r/ c" [0 G3 mh=fspecial('gaussian',[5 5],0.5)%5*5,标准差为0.5的高斯低通滤波器( c8 ~2 t, A" f" V
h=fspecial('sobel')%加强水平边缘的竖直梯度算子* C9 ^9 x2 b1 j+ b& V
) c: a: F& \+ s6 L; P- i2 C---------------------------------我是分割线--------------------------------------
" n1 Q6 t7 E0 `, k/ s# A# RI=imread('baby_noise.bmp');3 g" L Y6 \' @! u
figure,imshow(I);+ ~9 w: c% P7 g6 V; \: g
h3_5=fspecial('gaussian',3,0.5);
, L% w, s" b( xI3_5=imfilter(I,h3_5);1 |' o' q0 f! Z: ^4 Y- j. U
figure,imshow(I3_5);
- v. R: \1 L4 Q$ u* d/ e4 ch3_18=fspecial('gaussian',3,1.8);& \; L$ g4 m/ A. |
I3_18=imfilter(I,h3_18);
3 Q+ |5 C& ^6 Y$ {5 p9 Y/ ?( Qfigure,imshow(I3_18);" p8 V$ o; y+ f) R, e1 X7 Z
h5_8=fspecial('gaussian',5,0.8); f O$ _ H$ N* Z
I5_8=imfilter(I,h5_8);
; @- J9 P. z) _: Y1 x" {% x- Z% yfigure,imshow(I5_8);( H4 \5 _0 y* S z
imwrite(I5_8,'baby5_8.bmp');& i% o. @8 d# i j. A% s) m
h7_12=fspecial('gaussian',7,1.2);" A3 S$ F# m! f6 G
I7_12=imfilter(I,h7_12);- n5 u3 A7 K/ @) d9 g( w8 W
figure,imshow(I7_12);
7 o: Y( B% S2 w F3 B1 D; Limwrite(I7_12,'baby7_12.bmp');; X+ Q B/ G s4 Z( [( _
+ Y- w4 ^; v1 D q3 T" S" U
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f=imread('cameraman.tif');9 h p0 E* N$ d( l, W4 @$ z, G
imshow(f);
6 y3 a1 N/ O% n% x+ @7 h/ z6 q; z5 Yw=[0.1 0.1 0.1;0.1 0.1 0.1;0.1 0.1 0.1]
# a- H( ?0 {# g- h2 G) yw
: m4 J" E2 ?3 |3 D# X# ?g=imfilter(f,w,'corr','replicate');$ R6 F. H7 `8 \* ]9 |
figure,imshow(g);1 o" |5 P6 I# V# n
8 t7 e' f; c' w: z
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9 W/ p. q( {8 ^6 o# UI=imread('baby_noise.bmp');5 D9 r. d: |# o
figure,imshow(I);' J" D: N: v1 y
h=fspecial('average',3);
, o) U0 b; Q) r2 EI3=imfilter(I,h,'corr','replicate');. @$ [: s+ x1 [8 o1 |4 D# C
figure,imshow(I3);4 w7 m7 `: j$ x- X3 T6 ~ F! u0 Q
h=fspecial('average',5);- g# q/ J7 f+ @: e: G4 d3 l0 h
I5=imfilter(I,h,'corr','replicate');
8 c- X- a9 M7 c8 |2 V/ Bfigure,imshow(I5);. A: w, y# e* T2 s z
/ _: K4 |9 T$ F# @" h---------------------------------我是分割线--------------------------------------$ N* p/ e4 y6 h- `/ u/ V; o
%Robert 交叉梯度
! N" n+ K1 o+ U* [' H u. uI=imread('bacteria.bmp');
t4 X/ c; d. ^* z; q4 Z( j, Ximshow(I);4 C$ R* \, Y) l
w1=[-1 0;0 1];& ~4 J" L3 `& P/ v7 E4 Y" V$ G
w2=[0 -1;1 0];! ?; e# y, Z8 j* r V5 d- W7 a% `
G1=imfilter(I,w1,'corr','replicate');7 G& t5 j) f/ P) l! M2 E1 L z
G2=imfilter(I,w2,'corr','replicate');( b% P7 J, r. h) M$ V6 D
G=abs(G1)+abs(G2);6 \ }, T$ l- _$ c) u8 ^
figure,imshow(G,[]); x; b5 }/ N5 P
figure,imshow(abs(G1),[]);. ]0 n( [. x# F+ e9 E8 c
figure,imshow(abs(G2),[]);% G) |- p& ~9 ^& Y; J
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---------------------------------我是分割线--------------------------------------
- [. i+ b7 ?0 X5 k: K; R%三种拉普拉斯模板( ]) Y% f" J% M# w) _, C
I=imread('bacteria.bmp');- m. v# }) q! b6 ~" d2 w9 |
imshow(I); e3 \- B0 D0 y3 ~- y
I=double(I);
& Q* \ u" B' h: Dw1=[0 -1 0;-1 4 -1;0 -1 0]; N7 s. y7 @ ~" E+ C$ W
L1=imfilter(I,w1,'corr','replicate');9 o( b& I0 q @3 i% J
w2=[-1 -1 -1;-1 8 -1;-1 -1 -1];; e# e( m1 o6 z e4 D; }/ L6 y
L2=imfilter(I,w2,'corr','replicate');
! k! r4 E: R0 Vfigure,imshow(abs(L1),[]);5 w0 `3 y( I' |1 b; L# N$ U) T
figure,imshow(abs(L2),[]);, ~+ F, Z* H# d) C
w3=[1 4 1;4 -20 4;1 4 1];
& p4 z. m' B" {# q$ [! cL3=imfilter(I,w3,'corr','replicate');4 v, X& y. r( o8 `
figure,imshow(abs(L3),[]);
3 E5 \) d+ n, s; U, N1 @6 h0 ^. [
---------------------------------我是分割线--------------------------------------
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% H+ d) Q( U) y1 C4 ^% n! s b( {* z%sobel梯度
2 s8 b- C3 k: LI=imread('bacteria.bmp');
: i0 e; u3 R2 w2 p) G1 N2 \: ow1=fspecial('sobel');& u1 w4 y3 s, a$ b) I# o: \
w2=w1';
) v' `2 s6 k p# q. A0 M0 QG1=imfilter(I,w1);4 K2 Q8 \0 X+ w3 }& Q( m( ?9 e
G2=imfilter(I,w2);9 y, Q. `; U6 k; K
G=abs(G1)+abs(G2);
' ]+ h( L" t2 `" a3 |figure,imshow(G1,[]);
: j' w+ R: V/ Lfigure,imshow(G2,[]);) S8 K. j# q; M! ]2 I/ z
figure,imshow(G,[]);3 a/ y* k( Y! \
_8 V2 m6 U/ b---------------------------------我是分割线--------------------------------------0 ^" ]- e; b2 Q) K
I=imread('baby.bmp');8 ^( L T2 S' m
figure,imshow(I,[]);
! Z) I) g! `0 p* ~3 H; zId=double(I);
" D6 ]8 _! W% B" A/ s+ \$ sh_lap=[-1 -1 -1;-1 8 -1;-1 -1 -1];
8 Q/ s; C; \( e# c, @* _' ^& p2 mI_lap=imfilter(Id,h_lap,'corr','replicate');
; ]' Z6 j* x/ ~0 S; X5 Afigure,imshow(uint8(abs(I_log)),[]);
; b% i0 r* ~ L1 Y% S! W+ fh_log=fspecial('log',5,0.5);
0 M0 v. n$ |' Q0 n4 H* EI_log=imfilter(Id,h_log,'corr','replicate');
" W7 l0 ^# E5 p% {: H! z) pfigure,imshow(uint8(abs(I_log)),[]);" J4 U3 K4 x9 F" X C' X, N
h_log=fspecial('log',5,2);( X0 E7 f% r) Z2 ], E/ M* Y- t1 `
I_log=imfilter(Id,h_log,'corr','replicate');
! I; N3 O3 [) ^, Pfigure,imshow(uint8(abs(I_log)),[]);
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