BEAT-2022 Assignment 6
BEAT+: Adding Branding and Entrepreneurship for Real-World Applications Using Emerging Technologies: AI, AR, AT, and Apps
CSc 59866/59867 Capstone I/II Fall 2022- Spring 2023
Stereo and Motion ( Deadline: November 28 midnight)
Note: All the writings must be in soft copies (PDF format). Please send your writing report (in PDF) to Prof. Zhu < email@example.com> as an email attachment. You are responsible for the loss of your submission if you don’t include “Capstone Fall 2022 Assignment 6″ (exactly) in the subject of your email. Note each student please send in your own assignment report.
1. (Stereo- 25 points ) Estimate the accuracy of the simple stereo system (Figure 3 in the online lecture notes of stereo vision) assuming that the only source of noise is the localization of corresponding points in the two images. Discuss the dependence of the error in depth estimation as a function of disparity error, depth itself, the baseline width and the focal length, respectively.
Hint: Z = fB/d; Take the partial derivatives of Z with respect to d, B, f, respectively.
2. (Motion- 25 points) Could you obtain 3D information of a scene by viewing the scene by a camera rotating around its optical center? Show why or why not. What about moving the camera along its optical axis?
3. (25 points) Discussion the similarities (at least 2 ) and differences (at least 2) between stereo vision and visual motion .
4. (25 points) Give five examples where human vision systems use stereo and/or motion principles, and Google another five examples that machine vision systems use stereo and/or motion.