医学图像处理 part01Intro.ppt

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1、Introduction,Ke LiDepartment of Biomedical Engineering Shenyang University of Technology,2,研究机构:生物医学与电磁工程研究所办公地址:电气楼426/303室联系电话:15002493369电子信箱:研究方向:生物阻抗成像 医学影像处理及辅助诊断,教师信息,3,Introduction,Course informationCourse contentsWhy learn it?What to learn?How to learn?,Outline,4,Introduction,Course Name:Me

2、dical Image Processing Specialty:biomedical engineeringTeaching period:48 hours-teaching hours:44 hours-experimental hours:4+4 hours,Course information,5,Introduction,数字图像处理(英文版 第二版).美Rafael C.Gonzalez.电子工业出版社,2002.医学图像处理与分析.罗述谦.科学出版社,2003.,Course information,Course Scoring Final examination:90%expe

3、riment:10%,6,Introduction,One image is worth more than ten thousands words an important mediaImage is never perfect(quality,size,etc)BlurNoiseDistortion(radiometric,geometric)Color decay,contrast,Why learn it?,7,Introduction,The amount of image generated everydayMilitary(NASA,Air Force,Army,etc)Medi

4、cal(From film to digital hospital,telemedicine)Law enforcement(finger print,face recognition,video surveillance)Civilian(industry inspection)Automatic processing of imagesImage retrievalAutomatic segmentationAutomatic detectionAutomatic recognition(OCR,ATR),Why learn it?(cont.),8,Introduction,Image

5、improvement low level IPImprovement of pictorial information for human interpretation(Improving the visual appearance of images to a human viewer)Image analysis high level IPProcessing of scene data for autonomous machine perception(Preparing images for measurement of the features and structures pre

6、sent,with application to image data storage,transmission,and representation),Goals of image processing,9,Introduction,Image processing&Computer graphicsImage processing&Computer visionImage processing&Pattern recognition,Some clarification,10,Introduction,A distinction definition of IPThe input and

7、output of the process is an image.Hyper Dictionary()Image processing-IP:Computer manipulation of imagesComputer graphics-CG:The pictorial representation and manipulation of data by a computerComputer vision-CV:A branch of artificial intelligence and image processing concerned with computer processin

8、g of images from the real world.Pattern recognition-PR:aims to classify data(patterns)based on either a priori knowledge or on statistical information extracted from the patterns.,Some clarification,11,Introduction,What to learn?,12,Introduction,Image enhancement,13,Introduction,Denoising Geometric

9、correctionRadiometric correction,Image restoration,14,Introduction,Color modelsColor image processing methods,Color image processing,15,Introduction,Image segmentation,16,Introduction,Usually follow the output of a segmentation stageConvert the data for a form suitable for subsequent computer proces

10、sing,Image representation and description,17,Introduction,ReadingProgrammingMATLAB or C+Windows,How to learn?,Medical Image Fundamentals,19,Medical Image Fundamentals,Medical ApplicationsMedical Image DevelopmentConception of Medical Image Processing,20,Medical Applications,21,Medical Applications,2

11、2,Medical Applications,23,Medical Applications,24,MedicalApplications,25,Medical Applications,26,Infrared Image,27,Medical Image,28,Medical Image,29,Nov.1895 Announces X-ray discoveryJan.13,1896 Images needle in patients hand X-ray used presurgically1901 Receives first Nobel Prize in Physics Given f

12、or discovery and use of X-rays.,Wilhelm Rntgen,Wurtzburg,Radiograph of the hand of Rntgens wife,1895.,Development of Medical Image,30,Hounsfield和Cormack因发明CT获得1979年诺贝尔医学和生理学奖。,31,Bloch和Purcell因发现NMR现象获得1952年诺贝尔物理学奖。,32,发明MRI中Fourier重建方法的Ernst获得1991年诺贝尔化学奖。,33,Lauterbur和Mansfield因发明MRI方法获得2003年诺贝尔医学和

13、生理学奖。,34,35,Mammography,Benign lesion-Fibroadenoma,36,3D Image,37,Colonoscopy with spiral CT,CT(by Picker),CT,38,PET-CT,39,PET,40,Manifold Imaging Mode,41,Conception of Medical Image Processing,人体医学图像研究的结构框图,Application on other Domain,43,Image Processing First Used in Exploring Space,44,Exploring S

14、pace,45,Exploring Space,46,Earth Resource Reconnoitring,47,Remote Sensing Image,48,49,Weather NephogramWeather Forecast,50,Military Affairs ApplicationTarget Tracking,51,Military Affairs ApplicationConcealed Plane,Orientation Bomb,52,Military Affairs Application,53,Military Affairs Application,54,Computer Composed Image,55,Computer Composed Image,56,Advertisement Design,57,Terms,CT:computed tomographyMRI:magnetic resonance imaging PET:positron emission tomography SPECT:single photon emission tomography DSA:digital subtraction angiographyPACS:picture archiving and communication system,