Digital Image Fundamentals
Different types of digital images, Sampling and quantization, Imaging geometry, Image acquisition systems, Image transformation.
Morphological Image Processing
Basic morphological concepts, Thinning, Thickening, Opening and closing operations.
Images Enhancement
Point processing, Spatial filtering, Frequency domain filtering, Multi-spectral image enhancement.
Image Restoration
Degradation and observation models, Inverse filtering, Geometric transformation.
Image Segmentation
Detection of discontinuities, Edge linking and boundary detection, Thresholding, Region-oriented segmentation.
Image Compression
Lossy and lossless compression schemes, Predictive compression methods, Vector quantization, JPEG and MPEG image compression.
Image Perception and Physical Modeling
Human visual system, Light, Brightness, contrast, Color modeling and representation.
Recognition and Analysis
Object recognition, Edge detection, Linking and representation, 2D motion analysis, Stereo and multi-view analysis.