CMPT882: Reading Assignments
Reading assignments are due before the start of lecture. Compose
a brief summary of each assigned paper. Each summary should be
similar to a mini paper review, and consist of these parts:
- One short paragraph describing what the paper is about (what
problem, what general approach, which specific methods used or
developed)
- A bit of critical discussion on what you like / don't like /
would improve on (discussion points for class)
- Questions you have about the paper (what do you not understand and would like explained in class)
Completed paper summaries should be emailed to the instructor. Please
include "CMPT882 readings" in the subject line of the email.
A good read on how to be a useful reviewer for conference/journal
papers is "The Task of the
Referee" by Alan Jay Smith. For those who have never reviewed
papers before (and even those who have), I recommend taking a look
through it.
Due May 11:
Due May 25:
- S. Belongie, G. Mori, and J. Malik, "Matching with Shape Contexts",
Analysis and Statistics of Shapes [pdf]
Due June 1:
- P. Viola and M. Jones, "Robust Real-time Object Detection", SCTV 2001 (at ICCV). [pdf]
- H. Schneiderman and T. Kanade, "A statistical method for 3d object detection applied
to faces and cars", CVPR 2000. [pdf]
Due June 8:
- D. Lowe, "Distinctive image features from scale-invariant keypoints", IJCV, 60, 2, 2004. [pdf]
- R. Fergus, P. Perona, and A. Zisserman, "Object Class Recognition by Unsupervised Scale-Invariant Learning", CVPR 2003. [pdf]
Due June 15:
- A.A. Efros, A.C. Berg, G. Mori and J. Malik, Recognizing Action
at A Distance, IEEE International Conference on Computer Vision, 2003. [pdf]
- A. Bobick and J. Davis, The Representation and Recognition of Action Using Temporal Templates, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2001. [pdf]
Due July 6:
- Navneet Dalal and Bill Triggs, "Histograms of Oriented Gradients for Human Detection", CVPR 2005. [pdf]
- Bastian Leibe, Edgar Seemann, and Bernt Schiele, "Pedestrian Detection in Crowded Scenes", CVPR 2005. [pdf]
Due July 13:
- G. Mori and J. Malik, "Estimating Human Body Configurations using Shape Context Matching", ECCV 2002. [pdf]
- D. Ramanan, "Learning to Parse Images of Articulated Objects." Neural Info. Proc. Systems (NIPS), 2006. [pdf]
Due July 20:
- Antonio Torralba, Kevin Murphy, William Freeman, and Mark Rubin,
"Context-based vision system for place and object
recognition", ICCV 2003. [pdf]
- Derek Hoiem, Alexei A. Efros, and Martial Hebert, "Putting Objects in Perspective", CVPR 2006. [pdf]
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