CSE6511

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Computer Vision

3 Credit Hour Course

Intended For Level 0 Term 0 Students

Prerequisite:

Introduction: an overview of computer vision and its applications, image processing basics; Feature detection and matching: edge detection, corner detection, feature matching, and homography; Stereo and 3D reconstruction: stereo algorithms and depth estimation, 3D reconstruction from multiple views; Motion and tracking: optical flow and feature tracking, object detection, and tracking; Object recognition, detection, and segmentation: image classification and object recognition, deep learning for computer vision; Medical imaging and biomedical applications: medical image analysis and computer-aided diagnosis, biomedical applications of computer vision; Robotics and augmented reality: vision-based navigation and control of robots, augmented reality and virtual reality.