Lecture | Date | Topic | Download | Instructor |
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1 | 3/31/2014 | Introduction | Slides | Silvio Savarese |
2 | 4/2/2014 | Introduction to Android Development | Slides | Alejandro Troccoli |
3 | 4/7/2014 | Introduction to OpenCV | Slides | Saumitro Dasgupta |
Project 0 Released | ||||
4 | 4/9/2014 | Introduction to OpenGL | Slides | Francois Chaubard |
5 | 4/14/2014 | Stitching + Blending | Slides | Kari Pulli |
Project 0 Due | ||||
6 | 4/16/2014 | Panorama + HDR | Slides | Kari Pulli |
Project 1 Released | PDF Starter Code |
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7 | 4/21/2014 | Camera + ISP | Slides | Kari Pulli |
8 | 4/23/2014 | Structure from Motion | Slides | Silvio Savarese |
9 | 4/28/2014 | VSLAM | Slides | Roland Angst |
10 | 4/30/2014 | RANSAC | Slides | Roland Angst |
Overview of Project 2 | Saumitro Dasgupta Francois Chaubard |
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Project 1 Due | ||||
Project 2 Released | PDF Starter Code |
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11 | 5/5/2014 | Optical flow and tracking | Silvio Savarese | |
12 | 5/7/2014 | Recognition and classification | Silvio Savarese | |
13 | 5/12/2014 | Neural networks and decision trees for machine vision |
Kari Pulli | |
14 | 5/14/2014 | Learning Hierarchical Representations for Face Verification with Convolutional Deep Belief Networks |
Kevin Nam Truong Rose Perrone |
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Huang, Gary B., Honglak Lee, and Erik Learned-Miller. "Learning hierarchical representations for face verification with convolutional deep belief networks." Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on. IEEE, 2012. | Philip Lee | |||
Bilcu, Radu Ciprian, et al. "High dynamic range imaging on mobile devices." Electronics, Circuits and Systems, 2008. ICECS 2008. 15th IEEE International Conference on. IEEE, 2008. | Jason Chaves | |||
Gammeter, Stephan, et al. "Server-side object recognition and client-side object tracking for mobile augmented reality." Computer Vision and Pattern Recognition Workshops (CVPRW), 2010 IEEE Computer Society Conference on. IEEE, 2010. | Jean-Baptiste Boin | |||
5/16/2014 Midnight |
Project 2 Due | |||
15 | 5/19/2014 | Belhumeur, Peter N., et al. "Searching the world's herbaria: A system for visual identification of plant species." Computer Vision–ECCV 2008. Springer Berlin Heidelberg, 2008. 116-129. |
Anirban Chatterjee William Castillo |
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Russell, Bryan C., et al. "3D Wikipedia: using online text to automatically label and navigate reconstructed geometry." ACM Transactions on Graphics (TOG) 32.6 (2013): 193. |
Ayesha Khwaja Pallabi Ghosh John Doherty |
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Girod, Bernd, et al. "Mobile visual search." Signal Processing Magazine, IEEE 28.4 (2011): 61-76. |
Toan Tran Artem Vasyliev Vivardhan Kanoria |
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Ling, Haibin, and David W. Jacobs. "Shape classification using the inner-distance." Pattern Analysis and Machine Intelligence, IEEE Transactions on 29.2 (2007): 286-299. | Sebastian Echegaray | |||
Project Proposals Due | ||||
16 | 5/21/2014 | Wolf, Lior. "DeepFace: Closing the Gap to Human-Level Performance in Face Verification." |
Subhasis Das Milad Mohammadi |
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Reid, Ian D., and A. North. "3D Trajectories from a Single Viewpoint using Shadows." BMVC. Vol. 50. 1998. |
Apaar Sadhwani Jason Su |
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Rosten, Edward, and Tom Drummond. "Machine learning for high-speed corner detection." Computer Vision–ECCV 2006. Springer Berlin Heidelberg, 2006. 430-443. |
Qifeng Chen Jing Xiong Tsung Chuan |
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Takacs, Gabriel, et al. "Outdoors augmented reality on mobile phone using loxel-based visual feature organization." Proceedings of the 1st ACM international conference on Multimedia information retrieval. ACM, 2008. |
David Molin Yang Li |
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17 | 5/26/2014 | Memorial Day — No Class | ||
18 | 5/28/2014 | Guest lecture by Raymond Lo of Meta | ||
19 | 6/2/2014 | Project Presentations | ||
20 | 6/4/2014 | Project Presentations | ||
6/8/2014 | Final Project Due — No late days |