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Digital Signal Digital Signal Processing Processing ( week 15 ) ( week 15 )

Digital Signal Processing ( week 15 )

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Digital Signal Processing ( week 15 ). 공지사항. 프로젝트 12. 14( 목 ) 오후 7:00 홈페이지 : image.dgu.ac.kr/~cswon 만약 다운로드 안 될시 , F302 에 찾아오세요. < m-file >. 시 작. file_id = fopen( ‘ 파일명 '); data = fread(file_id, [512, 512]);. 파일 열기 / 읽기. ??. …. fwrite(file_id, data, 8); fclose(file_id);. - PowerPoint PPT Presentation

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Page 1: Digital Signal Processing ( week 15 )

Digital Signal ProcessingDigital Signal Processing( week 15 )( week 15 )

Page 2: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

프로젝트 12. 14( 목 ) 오후 7:00 홈페이지 : image.dgu.ac.kr/~cswon

만약 다운로드 안 될시 , F302 에 찾아오세요 ..

공지사항공지사항

Page 3: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

Warming Up Warming Up

필터 적용 예 ) 영상

시 작

파일 열기 / 읽기

파일 저장 / 닫기

??

file_id = fopen(‘ 파일명 ');data = fread(file_id, [512, 512]);

fwrite(file_id, data, 8);fclose(file_id);

< m-file >

Page 4: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

Warming Up Warming Up

필터 적용 예 ) 음성

시 작

파일 열기 / 읽기

파일 저장 / 닫기

??

[wav_data, Fs, Nbits]=wavread(‘ 파일명 .wav');

wavplay(wav_data);wavwrite(wav_data, Fs, Nbits, ’ 파일명 .wav’);

< m-file >

Page 5: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

Warming Up Warming Up

Pixel Quantization round( ) - 반올림 fix( ) - ‘0’ 을 향하여 양자화 floor( ) - minus infinity 쪽으로 양자화 ceil( ) - plus infinity 쪽으로 양자화 hist( ) – histogram clip( ) – clipping

Page 6: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

Histogram Histogram

Page 7: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

영상 반전 영상 반전

Page 8: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

영상 반전 영상 반전

< Original Image > < 반전영상 >

Page 9: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

ClippingClipping

Page 10: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

ClippingClipping

< Original Image > < Clipped Image >

Page 11: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

Running averaging Running averaging filterfilter

% 영상의 256 번째 줄 선택

% 7-point running filter 생성% filter 적용

Page 12: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

< Original Signal > < Filtered Signal >

Running averaging Running averaging filterfilter

Page 13: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

Running averaging Running averaging filterfilter

< X 축으로 필터링 > < Y 축으로 필터링 >

Page 14: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

< Original Image >

Running averaging Running averaging filterfilter

< X-Filtered >

Page 15: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

< Original Image > < Y-Filtered >

Running averaging Running averaging filterfilter

Page 16: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

Running averaging Running averaging filterfilter

< X-Y 축으로 필터링 >

Page 17: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

< Original Image > < XY-Filtered >

Running averaging Running averaging filterfilter

Page 18: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

Frequency Content of an Image Frequency Content of an Image (1)(1)

FIR 생성

< FIR 필터 >

Page 19: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

FIR 특성

< 필터 계수 ( 임펄스 응답의 계수 ) > < 주파수 응답 >

Frequency Content of an Image Frequency Content of an Image (1)(1)

Page 20: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

영상에 필터 적용

< 필터 생성 >

Frequency Content of an Image Frequency Content of an Image (1)(1)

Page 21: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

Frequency Content of an Image Frequency Content of an Image (2)(2)

FIR 생성

< FIR 필터 >

Page 22: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

FIR 특성

< 필터 계수 ( 임펄스 응답의 계수 ) > < 주파수 응답 >

Frequency Content of an Image Frequency Content of an Image (2)(2)

Page 23: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

영상에 필터 적용

< 필터 생성 >

Frequency Content of an Image Frequency Content of an Image (2)(2)

Page 24: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

Frequency Content of an Image Frequency Content of an Image (3)(3)

FIR 생성

< FIR 필터 >

Page 25: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

FIR 특성

< 필터 계수 ( 임펄스 응답의 계수 ) > < 주파수 응답 >

Frequency Content of an Image Frequency Content of an Image (3)(3)

Page 26: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

영상에 필터 적용

Frequency Content of an Image Frequency Content of an Image (3)(3)

< 필터 생성 >

Page 27: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

영상에 필터 적용

Frequency Content of an Image Frequency Content of an Image (3)(3)

Page 28: Digital Signal Processing ( week 15 )

Digital Image Processing Digital Image Processing LAB.LAB.

수고 하셨습니다