Digital Imaging and Processing

  1. Advanced Topics and Applications
    1. Medical Image Processing
      1. Medical Imaging Modalities
        1. X-ray Imaging
          1. Digital Radiography
            1. Computed Radiography
            2. Computed Tomography
              1. CT Reconstruction
                1. Hounsfield Units
                2. Magnetic Resonance Imaging
                  1. MRI Physics Basics
                    1. Image Contrast Mechanisms
                    2. Ultrasound Imaging
                      1. Doppler Imaging
                        1. 3D Ultrasound
                        2. Nuclear Medicine
                          1. Positron Emission Tomography
                            1. Single Photon Emission CT
                          2. Medical Image Analysis
                            1. Image Registration
                              1. Segmentation of Anatomical Structures
                                1. Computer-Aided Diagnosis
                                  1. Quantitative Analysis
                                2. Remote Sensing and GIS
                                  1. Satellite Image Processing
                                    1. Multispectral Imaging
                                      1. Hyperspectral Imaging
                                        1. Image Preprocessing
                                        2. Land Cover Classification
                                          1. Supervised Classification
                                            1. Unsupervised Classification
                                              1. Accuracy Assessment
                                              2. Change Detection
                                                1. Temporal Analysis
                                                  1. Difference Images
                                                    1. Change Vector Analysis
                                                    2. Geographic Information Systems Integration
                                                    3. Industrial Applications
                                                      1. Automated Visual Inspection
                                                        1. Surface Defect Detection
                                                          1. Dimensional Measurement
                                                            1. Assembly Verification
                                                            2. Quality Control
                                                              1. Statistical Process Control
                                                                1. Defect Classification
                                                                  1. Real-time Processing
                                                                  2. Robotics and Automation
                                                                    1. Robot Vision
                                                                      1. Object Recognition for Manipulation
                                                                    2. Security and Biometrics
                                                                      1. Biometric Systems
                                                                        1. Fingerprint Recognition
                                                                          1. Minutiae Extraction
                                                                            1. Matching Algorithms
                                                                            2. Face Recognition
                                                                              1. Eigenfaces
                                                                                1. Local Binary Patterns
                                                                                  1. Deep Learning Approaches
                                                                                  2. Iris Recognition
                                                                                    1. Iris Segmentation
                                                                                      1. Feature Encoding
                                                                                    2. Document Analysis
                                                                                      1. Optical Character Recognition
                                                                                        1. Character Segmentation
                                                                                          1. Feature Extraction
                                                                                            1. Classification
                                                                                            2. Document Layout Analysis
                                                                                              1. Signature Verification
                                                                                              2. Surveillance Systems
                                                                                                1. Motion Detection
                                                                                                  1. Object Tracking
                                                                                                    1. Behavior Analysis
                                                                                                  2. Consumer and Entertainment Applications
                                                                                                    1. Digital Photography
                                                                                                      1. Image Enhancement
                                                                                                        1. Red-Eye Removal
                                                                                                          1. Noise Reduction
                                                                                                            1. High Dynamic Range Imaging
                                                                                                            2. Video Processing
                                                                                                              1. Frame Interpolation
                                                                                                                1. Video Stabilization
                                                                                                                  1. Motion Estimation
                                                                                                                    1. Video Compression
                                                                                                                    2. Augmented Reality
                                                                                                                      1. Marker Detection
                                                                                                                        1. Camera Calibration
                                                                                                                          1. 3D Registration
                                                                                                                          2. Gaming and Virtual Reality
                                                                                                                            1. Real-time Rendering
                                                                                                                              1. Motion Capture
                                                                                                                                1. Gesture Recognition

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                                                                                                                            10. Pattern Recognition and Classification

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                                                                                                                            1. Fundamentals of Digital Imaging