Computer Vision
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Follow on Instagram for UpdatesComputer Vision Syllabus — Unit-wise Content
The official GTU curriculum for Computer Vision (subject code 3725412) as prescribed for EAC( · Semester 2 divides the course into 4 units, covering 32 listed topics. The unit-wise breakdown below is read from the GTU syllabus document for this subject code, so you can check what the course actually covers before deciding which papers to attempt.
Download the official syllabus PDF (3725412)Unit 1 Introduction to Image Processing and Computer Vision
- High- level
- Computer Graphics and Video processing
- Overview of Computer Vision Applications: Document Image Analysis
- Object Recognition
- Medical Image Analysis
- Content-Based Image Retrieval
- Video Data Processing
- Virtual Reality and Augmented Reality
Unit 2 Image Formation Models
- Monocular Imaging system
- Fundamentals of Image Formation
- color etc.
- Orthographic & Perspective Projection
- Camera model and Camera calibration
- Binocular imaging systems
- Multiple views geometry
- Structure determination
- shape from shading
- Photometric Stereo
- Depth from Defocus
- Construction of 3D model from images
Unit 3 Image Processing and Feature Extraction
- Image Preprocessing
- Linear Filtering
- Fourier Transform
- Wavelet Transform
- Geometric Transformations
- Image representations (continuous and discrete)
- Edge detection
Unit 4 Motion Estimation, Shape Representation and Segmentation
- Regularization Theory
- Optical Computation
- Stereo Vision
- Motion Estimation
- Structure From Motion: Contour 07 Subject Code: 3725412 w.e.f
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