Computer vision List of important publications in computer science

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1 computer vision

1.1 phase correlation image alignment method
1.2 determining optical flow
1.3 iterative image registration technique application stereo vision
1.4 laplacian pyramid compact image code
1.5 stochastic relaxation, gibbs distributions, , bayesian restoration of images
1.6 snakes: active contour models
1.7 condensation – conditional density propagation visual tracking
1.8 object recognition local scale-invariant features





computer vision
the phase correlation image alignment method

c.d. kuglin , d.c. hines
ieee 1975 conference on cybernetics , society, 1975, new york, pp. 163–165, september

description: correlation method based upon inverse fourier transform


determining optical flow

b.k.p. horn , b.g. schunck
artificial intelligence, volume 17, 185–203, 1981
oa article here: doi:10.1016/0004-3702(81)90024-2

description: method estimating image motion of world points between 2 frames of video sequence.


an iterative image registration technique application stereo vision

lucas, b.d. , kanade, t.
proceedings of 7th international joint conference on artificial intelligence, 674–679, vancouver, canada, 1981
online version

description: paper provides efficient technique image registration


the laplacian pyramid compact image code

peter j. burt , edward h. adelson
ieee transactions on communications, volume = com-31,4 , pp. 532–540, 1983.
online version

description: technique image encoding using local operators of many scales.


stochastic relaxation, gibbs distributions, , bayesian restoration of images

stuart geman , donald geman
ieee transactions on pattern analysis , machine intelligence, 1984

description: introduced 1) mrfs image analysis 2) gibbs sampling revolutionized computational bayesian statistics , had paramount impact in many other fields in addition computer vision.


snakes: active contour models

michael kass, andrew witkin, , demetri terzopoulos

description: interactive variational technique image segmentation , visual tracking.


condensation – conditional density propagation visual tracking

m. isard , a. blake
international journal of computer vision, 29(1):5–28, 1998.
online version

description: technique visual tracking


object recognition local scale-invariant features

david lowe
international conference on computer vision, pp. 1150–1157, 1999
[1]

description: technique (scale-invariant feature transform) robust feature description








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