Executive Development Programme in 3D Reconstruction Concepts
-- ViewingNowExecutive Development Programme in 3D Reconstruction Concepts: This certificate course is designed to provide learners with essential skills in 3D reconstruction concepts, a rapidly growing field that is increasingly in demand across various industries such as architecture, engineering, construction, and gaming. The course focuses on imparting knowledge and practical skills in 3D modeling, computer vision, image processing, and machine learning, enabling learners to develop innovative solutions to real-world problems.
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⢠Introduction to 3D Reconstruction: Basics of 3D reconstruction, its applications, and importance
⢠Image Acquisition: Types of imaging sensors, resolution, noise, and calibration
⢠Feature Extraction: Edge detection, corner detection, scale-invariant feature transform (SIFT), and speeded-up robust features (SURF)
⢠Image Matching: Feature matching, epipolar geometry, and fundamental matrices
⢠Multi-View Stereo: Camera pose estimation, structure from motion (SfM), and dense stereo matching
⢠3D Modeling: Surface reconstruction, mesh generation, and texture mapping
⢠Machine Learning for 3D Reconstruction: Deep learning, convolutional neural networks (CNN), and recurrent neural networks (RNN)
⢠Applications of 3D Reconstruction: Computer vision, robotics, augmented reality (AR), virtual reality (VR), and 3D printing
⢠Case Studies: Real-world examples of 3D reconstruction in various industries
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