Advanced Computer Vision

Advanced Image Processing Techniques, Image enhancement: multi-scale processing, contrast enhancement, Edge detection, Image restoration, Feature Extraction and Description, Matching and alignment of image features, Image Segmentation, Semantic Segmentation, Object detection with CNNs, Transfer learning and fine-tuning pre-trained models, 3D object recognition and pose estimation, Video Analysis and Tracking, Generative Adversarial Networks (GANs) for image generation and style transfer, Attention mechanisms in computer vision, Visual understanding in specific domains: robotics, medical imaging, autonomous vehicles