Advanced Computer Vision
Learning Outcomes:
On successful completion of this course, students will be able to: Explain the deep concept of computer vision; Improve current systems of computer vision; Build image-processing systems according to computer vision principles; Apply advanced computer vision algorithm to solve general problems.
Topics:
- Structure from Motion (SFM)
- Dense Motion Estimation
- Image Stitching
- Computation Photography
- Stereo Correspondence and 3D Reconstruction
- Image Based Rendering
- Bayesian Modeling and Inference
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