AL-603 (A) Image and Video Processing Notes
5 notes for Image and Video Processing, unit by unit.
Notes for AL-603 (A)
- Unit 1 · Short notes Module 1 Image representation and analysis · Introduction to computer vision · Numerical representation of images · Image augmentation · Image enhancement · Image processing
- Unit 2 · Short notes Module 2 Image segmentation · Object detection · Breaking image into parts · Finding contours and edges of objects · Background subtraction for video
- Unit 3 · Short notes Module 3 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
- Unit 4 · Short notes Module 4 Robotic localization · Bayesian statistics for robot positioning · Sensor measurements for navigation · Gaussian uncertainty · Histogram filter for robot localization in Python
- Unit 5 · Short notes Module 5 Image restoration · Degradation model · Noise models · Estimation of degradation function · Restoration using Wiener filters · Restoration using inverse filters
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Other 6th semester AIML subjects
- AL-601 Theory of Computation
- AL-602 Computer Networks
- AL-603 (B) Data and Visual Analytics
- AL-603 (C) Pattern Recognition
- AL-604 (A) Cloud Computing
- AL-604 (B) Information Security & Management
- AL-604 (C) Intelligent Systems for Robotics