Computer Vision and Image Analysis

  1. Computer Vision Applications
    1. Medical Imaging
      1. Image Modalities
        1. X-ray Imaging
          1. CT Scanning
            1. MRI Imaging
              1. Ultrasound Imaging
              2. Diagnostic Applications
                1. Lesion Detection
                  1. Organ Segmentation
                    1. Disease Classification
                      1. Quantitative Analysis
                      2. Surgical Applications
                        1. Image-guided Surgery
                          1. Surgical Planning
                            1. Intraoperative Imaging
                            2. Computer-aided Diagnosis
                              1. Screening Systems
                                1. Decision Support
                                  1. Risk Assessment
                                2. Autonomous Vehicles
                                  1. Perception Systems
                                    1. Object Detection
                                      1. Lane Detection
                                        1. Traffic Sign Recognition
                                          1. Pedestrian Detection
                                          2. Sensor Fusion
                                            1. Camera Integration
                                              1. LiDAR Fusion
                                                1. Radar Integration
                                                2. Scene Understanding
                                                  1. Semantic Segmentation
                                                    1. Depth Estimation
                                                      1. Motion Analysis
                                                      2. Decision Making
                                                        1. Path Planning
                                                          1. Obstacle Avoidance
                                                            1. Behavioral Prediction
                                                          2. Security and Surveillance
                                                            1. Biometric Systems
                                                              1. Face Recognition
                                                                1. Fingerprint Recognition
                                                                  1. Iris Recognition
                                                                    1. Gait Recognition
                                                                    2. Surveillance Applications
                                                                      1. Activity Recognition
                                                                        1. Anomaly Detection
                                                                          1. Crowd Analysis
                                                                            1. Behavior Analysis
                                                                            2. Access Control
                                                                              1. Identity Verification
                                                                                1. Authentication Systems
                                                                                  1. Multi-modal Biometrics
                                                                                2. Augmented Reality
                                                                                  1. Tracking and Registration
                                                                                    1. Marker-based Tracking
                                                                                      1. Markerless Tracking
                                                                                        1. SLAM for AR
                                                                                        2. 3D Reconstruction
                                                                                          1. Real-time Reconstruction
                                                                                            1. Scene Understanding
                                                                                              1. Object Recognition
                                                                                              2. Rendering Integration
                                                                                                1. Occlusion Handling
                                                                                                  1. Lighting Estimation
                                                                                                    1. Shadow Generation
                                                                                                  2. Human-Computer Interaction
                                                                                                    1. Gesture Recognition
                                                                                                      1. Hand Gesture Analysis
                                                                                                        1. Body Pose Estimation
                                                                                                          1. Facial Expression Recognition
                                                                                                          2. Gaze Tracking
                                                                                                            1. Eye Movement Analysis
                                                                                                              1. Attention Modeling
                                                                                                                1. Interface Control
                                                                                                                2. Emotion Recognition
                                                                                                                  1. Facial Expression Analysis
                                                                                                                    1. Multimodal Emotion Detection
                                                                                                                      1. Affective Computing
                                                                                                                    2. Industrial Applications
                                                                                                                      1. Quality Control
                                                                                                                        1. Defect Detection
                                                                                                                          1. Dimensional Measurement
                                                                                                                            1. Surface Inspection
                                                                                                                            2. Robotics Vision
                                                                                                                              1. Object Manipulation
                                                                                                                                1. Visual Servoing
                                                                                                                                2. Manufacturing
                                                                                                                                  1. Assembly Verification
                                                                                                                                    1. Process Monitoring
                                                                                                                                      1. Automated Inspection
                                                                                                                                    2. Agricultural Applications
                                                                                                                                      1. Crop Monitoring
                                                                                                                                        1. Growth Assessment
                                                                                                                                          1. Health Evaluation
                                                                                                                                            1. Yield Prediction
                                                                                                                                            2. Precision Agriculture
                                                                                                                                              1. Variable Rate Application
                                                                                                                                                1. Site-specific Management
                                                                                                                                                  1. Resource Optimization
                                                                                                                                                  2. Plant Analysis
                                                                                                                                                    1. Species Identification
                                                                                                                                                      1. Disease Detection
                                                                                                                                                        1. Phenotyping

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                                                                                                                                                    9. 3D Computer Vision

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                                                                                                                                                    1. Foundations of Computer Vision