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Computer Vision and Image Processing

Post Graduate Program in AI and ML

Explore Computer Vision and Image Processing as part of Post Graduate Program in AI and ML. Read the syllabus and available chapters online.

Academic programmePost Graduate Program in AI and ML

LevelPost Graduate

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Computer Vision and Image ProcessingSyllabus

Computer Vision Foundations And Visual Problem FormulationChapter 1

Digital Images Image Formation And Mathematical FoundationsChapter 2

Image Enhancement Restoration And TransformationChapter 3

Feature Detection Description And Image MatchingChapter 4

Camera Geometry And Computational ImagingChapter 5

Classical Machine Learning For Visual RecognitionChapter 6

Deep Learning Foundations For VisionChapter 7

Image Classification Detection And RecognitionChapter 8

Image Segmentation And Pixel Level UnderstandingChapter 9

Video Analytics And Spatiotemporal VisionChapter 10

3D Vision Scene Understanding And Embodied SystemsChapter 11

Generative Ai Multimodal Models And Foundation Vision ModelsChapter 12

Evaluation Experimentation And Vision AnalyticsChapter 13

Computer Vision Engineering Deployment And MlopsChapter 14

Strategy Industry Applications Ethics And Future DirectionsChapter 15