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moar literature review.
author Robert McIntyre <rlm@mit.edu>
date Tue, 12 Mar 2013 03:54:30 +0000
parents 2d8a8422ff59
children 057d47fc4789
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370:44fe96a568b9 371:9c37a55e1cd2
1 When I write my thesis, I want it to have links to every
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1 * Object Recognition from Local Scale-Invariant Features, David G. Lowe 5 * Object Recognition from Local Scale-Invariant Features, David G. Lowe
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3 This is the famous SIFT paper that is mentioned everywhere. 7 This is the famous SIFT paper that is mentioned everywhere.
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5 This is a way to find objects in images given an image of that 9 This is a way to find objects in images given an image of that
39 - Zhang, Z., R. Deriche, O. Faugeras, Q.T. Luong, “A robust 43 - Zhang, Z., R. Deriche, O. Faugeras, Q.T. Luong, “A robust
40 technique for matching two uncalibrated images through the recovery 44 technique for matching two uncalibrated images through the recovery
41 of the unknown epipolar geometry,” Artificial In- telligence, 78, 45 of the unknown epipolar geometry,” Artificial In- telligence, 78,
42 (1995), pp. 87-119. 46 (1995), pp. 87-119.
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52 * Alignment by Maximization of Mutual Information, Paul A. Viola
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54 PhD Thesis recommended by Winston. Describes a system that is able
55 to align a 3D computer model of an object with an image of that
56 object.
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58 - Pages 9-19 is a very adequate intro to the algorithm.
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60 - Has a useful section on entropy and probability at the beginning
61 which is worth reading, especially the part about entropy.
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63 - Differential entropy seems a bit odd -- you would think that it
64 should be the same as normal entropy for a discrete distrubition
65 embedded in continuous space. How do you measure the entropy of a
66 half continuous, half discrete random variable?
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68 - Expectation Maximation (Mixture of Gaussians cool stuff)
69 (Dempster 1977)
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71 - Good introduction to Parzen Window Density Estimation. Parzen
72 density functions trade construction time for evaulation
73 time.(Pg. 41)
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75 Occlusion? Seems a bit holistic.
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78 ** References
79 - "excellent" book on entropy (Cover & Thomas, 1991)
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