Fundamentals of Digital Image Processing Course | Free Online | Alison
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Fundamentals of Digital Image Processing

Learn of the fundamentals of digital image processing including image formation and geometry in this free online course

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Gratis
This free online fundamentals of digital image processing course will be of great help to individuals interested in learning about the digital aspect of image processing. The course explains some important applications of digital image processing in diverse fields. By the end of the course, you will gain some basic understanding of how things work in the field of digital image processing. Those are great skills, so get started today.
  • Duración

    5-6 Horas
  • Certificación

  • Responsive

  • Editor

    NPTEL
  • Accreditation

    CPD

Descripción

Modules

Resultados

Certificación

Ver los módulos del curso

Description

This course begins by introducing you to the concept of digital image processing. You will learn about the numerous applications of digital image processing in the fields of medicine, automated inspection, and remote sensing. You will also learn about image digitization, signal reconstruction from samples, and also learn how to calculate the Fourier Transform of a convoluted signal.

The course then moves on to introduce the second phase of image digitization process - quantization of sample values. You will learn the rules and importance of quantization in image digitization. Afterwards, you will learn about pixel neighbourhood as the first relationship between the pixels of an image. You will also learn about the concept of connectivity, adjacency, the different types of adjacency and pixel neighbourhood.

Next, you will be introduced to simple basic mathematical transformations which will include translation, rotation, along with scaling in two-dimension and three-dimension. You will learn inverse perspective transformation, as well as gain an understanding of the relationship between the Cartesian coordinate system and a homogenous coordinate system. Finally, you will acquire a great skill of learning how camera calibration is done for any given imaging setup. Start this course today, and learn valuable skills in the fundamentals of digital image processing.

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Learning Outcomes

Upon successful completion of this course, you will be able to: 


  • Define Digital Image Processing
  • Explain the importance of image processing
  • Outline the scenarios that can make an image blurry
  • Explain the application of digital image processing techniques in the field of medicine and remote sensing
  • Discuss translation, rotation and scaling as mathematical transformations
  • Describe the relationship between Cartesian Coordinate System and Homogeneous Coordinate System
  • Explain the concept of Inverse Perspective Transformation
  • Discuss the importance of perspective transformation in digital image processing
  • Explain the homogeneous coordinate system
  • Describe how the conversion from Cartesian to the homogeneous coordinate system is done

Certification

All Alison courses are free to study. To successfully complete a course you must score 80% or higher in each course assessments. Upon successful completion of a course, you can choose to make your achievement formal by purchasing an official Alison Diploma, Certificate or PDF.

Having an official Alison document is a great way to celebrate and share your success. It is:

  • Ideal to include with CVs, job applications and portfolios
  • A way to show your ability to learn and achieve high results
Todos los certificados están disponibles para comprar a través de la tienda. Para más información sobre la compra de Certificados de Alison, por favor visite nuestras Preguntas frecuentes. Si decide no comprar su certificado de Alison, todavía puede demostrar su logro compartiendo su Registro de Learner o la Verificación de Logros de Learner, ambos accesibles desde su Tablero. Para más detalles sobre nuestros precios de certificados, por favor visite nuestro :precio.

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