Course Details

Course details of EE5178W
Course NoEE5178W
Course TitleModern Computer Vision
Course Content●Quick review of Deep LearningMultilayer perceptron (MLP), Convolutional Neural Network (CNN), Recurrent Neural Network (RNN)●Low level visionEdge, line and corner detections; Image filtering; Features●GeometrySingle-view geometry; Stereo geometry; Multi-view geometry; Photometric stereo●Mid-level vision Optical flow, Image segmentation; Tracking; CB Image Retrieval●High-level visionViola-Jones detector; Bag of words model; Deformable parts model; Object recognition and detection; Image captioning
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