CS231M · Mobile Computer Vision

Spring 2014

Course Schedule

Lecture Date Topic Download Instructor
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 PDF
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
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
Project 1 Due
Project 2 Released PDF
Starter Code
11 5/5/2014 Optical flow and tracking PDF Silvio Savarese
12 5/7/2014 Recognition and classification PDF Silvio Savarese
13 5/12/2014 Neural networks and decision trees
for machine vision
PDF Kari Pulli
14 5/14/2014 Learning Hierarchical Representations for Face Verification with Convolutional Deep Belief Networks PDF Kevin Nam Truong
Rose Perrone
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. PDF 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. PDF 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. PDF Jean-Baptiste Boin
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. PDF Anirban Chatterjee
William Castillo
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. PDF Ayesha Khwaja
Pallabi Ghosh
John Doherty
Girod, Bernd, et al. "Mobile visual search." Signal Processing Magazine, IEEE 28.4 (2011): 61-76. PDF Toan Tran
Artem Vasyliev
Vivardhan Kanoria
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. PDF Sebastian Echegaray
Project Proposals Due
16 5/21/2014 Wolf, Lior. "DeepFace: Closing the Gap to Human-Level Performance in Face Verification." PDF Subhasis Das
Milad Mohammadi
Reid, Ian D., and A. North. "3D Trajectories from a Single Viewpoint using Shadows." BMVC. Vol. 50. 1998. PDF Apaar Sadhwani
Jason Su
Rosten, Edward, and Tom Drummond. "Machine learning for high-speed corner detection." Computer Vision–ECCV 2006. Springer Berlin Heidelberg, 2006. 430-443. PDF Qifeng Chen
Jing Xiong
Tsung Chuan
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. PDF David Molin
Yang Li
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