AL-603 (A) RGPV B.Tech
Image and Video Processing (IVP)
The official syllabus is free to read, no account needed.
Syllabus, notes and important questions for AL-603 (A)
- Syllabus Official RGPV syllabus Free
- Notes 5 documents Free
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Syllabus units
Topics as the official RGPV syllabus lists them.
Unit 1 Module 1 9 topics
- Image representation and analysis
- Introduction to computer vision
- Numerical representation of images
- Image augmentation
- Image enhancement
- Image processing
- Color transforms
- Geometric transforms
- Feature recognition and extraction
Unit 2 Module 2 5 topics
- Image segmentation
- Object detection
- Breaking image into parts
- Finding contours and edges of objects
- Background subtraction for video
Unit 3 Module 3 7 topics
- Object motion and tracking
- Tracking a single point over time
- Motion models for object movement
- Analyzing videos as sequences of frames
- Tracking a set of features over time
- Matching features between frames
- Tracking a moving car using optical flow
Unit 4 Module 4 5 topics
- Robotic localization
- Bayesian statistics for robot positioning
- Sensor measurements for navigation
- Gaussian uncertainty
- Histogram filter for robot localization in Python
Unit 5 Module 5 6 topics
- Image restoration
- Degradation model
- Noise models
- Estimation of degradation function
- Restoration using Wiener filters
- Restoration using inverse filters