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Digital Image Processing

Computer Science

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Computer Vision and Image Processing – Fundamentals and Applications Intro Video

Lec 1 Introduction to Computer Vision

Lec 2 Introduction to Digital Image Processing

Lec 3 Image Formation Radiometry

Lec 4 Shape From Shading

Lec 5 Image Formation Geometric Camera Models I

Lec 6 Image Formation Geometric Camera Model II

Lec 7 Image Formation Geometric Camera Model III

Lec 8 Image Formation in a Stereo Vision Setup

Lec 9 Image Reconstruction from a Series of Projections

Lec 10 Image Reconstruction from a Series of Projections

Lec 11 Image Transforms I

Lec 12 Image Transforms II

Lec 13 Image Transforms III

Lec 14 Image Transforms IV

Lec 15 Image Enhancement

Lec 16 Image Filtering I

Lec 17 Image Filtering II

Lec 18 Colour Image Processing I

Lec 19 Colour Image Processing II

Lec 20 Image Segmentation

Lec 21 Image Features and Edge Detection

Lec 22 Edge Detection

Lec 23 Hough Transform

Lec 24 Image Texture Analysis I

Lec 25 Image Texture Analysis II

Lec 26 Object Boundary and Shape Representations I

Lec 27 Object Boundary and Shape Representations II

Lec 28 Interest Point Detectors

Lec 29 Image Features HOG and SIFT

Lec 30 Introduction to Machine Learning I

Lec 31 Introduction to Machine Learning II

Lec 32 Introduction to Machine Learning III

Lec 33 Introduction to Machine Learning IV

Lec 34 Introduction to Machine Learning V

Lec 35 Artificial Neural Network for Pattern Classification I

Lec 36 Artificial Neural Network for Pattern Classification II

Lec 37 Introduction to Deep Learning

Lec 38 Gesture Recognition

Lec 39 Background Modelling and Motion Estimation

Lec 40 Object Tracking

Lec 41 Programming Examples

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Digital Image Processing course in hindi, in this course covers techniques to manipulate and analyze digital images for various applications in computer vision and image analysis.

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Data Science high level