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Few Topics are:
- Camera models, multi-view geometry, reconstruction
- low-level image processing,
- high-level vision tasks like image classification and object detection.
- Image formation / projective geometry / lighting
- linear algebra
- Fourier Transform
- Image Sensing
- Image Analysis
- Edge/Line Detection
- Segmentation/Morphological Filtering
- Feature Extraction/Analysis
- Pattern Classification
- Image processing / descriptors
- Image warping
- Linear models + optimization
- Neural networks
- Applications of neural networks
- Motion and flow
- Single-view geometry
- Multi-view geometry
- Applications
Complex Topics are:
- imaging models and camera calibration
- early vision
- filters, edges
- texture, stereo, optical flow
- mid-level vision
- segmentation, tracking
- vision-based control and object recognition
- real-time 3D computer vision
- advanced techniques and algorithms
- image processing
- medical imaging
- intelligent autonomous UAV/robot vision
- viewing position, illumination, occlusion and object shape.
- Image processing
- Deep learning
- Filtering, Image Representations, and Texture Models
- Image registration and mosaics
- Colour Vision
- Neurophysiology of vision
- Multi-view Geometry
- Projective Reconstruction
- Stereo vision
- Bayesian Vision; Statistical Classifiers
- Clustering & Segmentation; Voting Methods
- Invariant local features
- Object recognition
- Medical Imaging
- Image Databases
- Motion interpretation
- Tracking and Density Propagation
- Biometric authentication
- Human activity recognition
- Visual Surveillance and Activity Monitoring
- Real-time robot vision (for robots and drones)
- Innovative computer vision based human-computer interfaces
