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Introduction to Image Processing · LearnSpace
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Introduction to Image Processing

Курс от MathWorks
Начальный≈ 9.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this introduction to image processing, you'll take your first steps in accessing and adjusting digital images for analysis and processing. You will load, save, and adjust image size and orientation while also understanding how digital images are recognized. You will then perform basic segmentation and quantitative analysis. Lastly, you will enhance the contrast of images to make objects of interest easier to identify. By the end of the course, you’ll apply your segmentation skills to identify regions of interest, such as the amount of surface water from satellite images. This introduction to image processing will give you the foundation you need to conduct more advanced work on this topic. You will use MATLAB throughout this course. MATLAB is the go-to choice for millions of people working in engineering and science and provides the capabilities you need to accomplish your image processing tasks. You will be provided with free access to MATLAB for the duration of the course to complete your work. To be successful in this course you should have a background in basic math and some exposure to MATLAB. If you want to familiarize yourself with MATLAB check out the free, two-hour MATLAB Onramp. Experience with image processing is not required.

Навыки, которые вы освоите

Image AnalysisImage QualityMatlabEnvironmental MonitoringComputer VisionData Import/ExportQuantitative ResearchFile ManagementMathematical SoftwareGeospatial Information and Technology

Программа курса

4 модулей · 42 учебных материалов

01Introduction to Digital Images9 материалов

Welcome to the Course

Specialization OverviewВидеоIntroduction to Image ProcessingВидеоMeet Your InstructorsЧтениеDownload and Install MATLABЧтение

Учитесь у экспертов

Amanda Wang

Online Course Developer

Matt Rich

Senior Online Course Developer

Megan Thompson

Senior Online Course Developer

Brandon Armstrong

Manager Online Courses

Isaac Bruss

Преподаватель курса

Sam Jones

Senior Online Course Developer

Introduction to Image Processing
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Обучение на Coursera

≈ 9.3 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Дари, Хинди, Японский, Казахский, Польский

Часть программы вашего университета
Course FilesЧтение

Getting Started with Digital Images

What are Digital Images?ВидеоA Concrete ExampleЧтениеWhat Types of Images Are You Working With?ОбсуждениеDigital ImagesЗадание
02Working with Image Data11 материалов

Getting Images into MATLAB

Representing Images in MATLABВидеоImage Display vs. Image DataЧтениеViewing Meta-Data and non-uint8 ImagesЧтениеConcept Check: Exploring ImagesЗадание

Computations with Images

Working with Image DataВидеоConcept Check: Working with Image DataЗаданиеExploring Image CompressionЧтениеWhat impacted file size?Обсуждение

Module 2 Assessment

Your Module 2 AssessmentЧтениеProject: Adjusting a Dark and Rotated ImageВнешний инструментWorking with Image DataЗадание
03Thresholding Images11 материалов

Thresholding Grayscale Images

Segmenting Grayscale ImagesВидеоPractice Thresholding Grayscale ImagesЧтение

Thresholding Color Images

Introduction to Color SpacesВидеоPractice Converting Between Color SpacesЧтениеThresholding Color ImagesВидеоAnalyzing Satellite Images with Color ThresholdingЧтениеIsolating Ripe BlueberriesОбсуждение

Module 3 Assessment

Thresholding ImagesЗаданиеModule 3 Project: Analyzing Ice MeltЧтениеProject: Analyzing Ice MeltВнешний инструментWhat is the increase in visible water?Обсуждение
04Adjusting Image Contrast11 материалов

Introduction to Image Contrast

Common Image AdjustmentsВидеоImage Contrast and HistogramsВидео

Adjusting Image Contrast

Improving Image ContrastВидеоPractice Adjusting Image ContrastЧтениеOther Approaches to Image EnhancementЧтение

Module 4 Assessment

Your Module 4 AssessmentЧтениеProject: Adjusting Contrast of Color ImagesВнешний инструментAdjusting ContrastЗадание

Summary and Next Steps

Course SummaryВидеоWhat's Next!?ЧтениеComplete the Course SurveyPLUGIN