Dynamic Positional Trees for Structural Image Analysis

Amos J. Storkey, Christopher K. I. Williams
Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, PMLR R3:286-292, 2001.

Abstract

Dynamic positional trees are a significant extension of dynamic trees, incorporating movable nodes. This addition makes sequence tracking viable within the model, but requires a new formulation to incorporate the prior over positions. The model is implemented using a structured variational procedure, and is illustrated on synthetic raytraced images and image sequences.

Cite this Paper


BibTeX
@InProceedings{pmlr-vR3-storkey01a, title = {Dynamic Positional Trees for Structural Image Analysis}, author = {Storkey, Amos J. and Williams, Christopher K. I.}, booktitle = {Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics}, pages = {286--292}, year = {2001}, editor = {Richardson, Thomas S. and Jaakkola, Tommi S.}, volume = {R3}, series = {Proceedings of Machine Learning Research}, month = {04--07 Jan}, publisher = {PMLR}, pdf = {http://proceedings.mlr.press/r3/storkey01a/storkey01a.pdf}, url = {http://proceedings.mlr.press/r3/storkey01a.html}, abstract = {Dynamic positional trees are a significant extension of dynamic trees, incorporating movable nodes. This addition makes sequence tracking viable within the model, but requires a new formulation to incorporate the prior over positions. The model is implemented using a structured variational procedure, and is illustrated on synthetic raytraced images and image sequences.}, note = {Reissued by PMLR on 31 March 2021.} }
Endnote
%0 Conference Paper %T Dynamic Positional Trees for Structural Image Analysis %A Amos J. Storkey %A Christopher K. I. Williams %B Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics %C Proceedings of Machine Learning Research %D 2001 %E Thomas S. Richardson %E Tommi S. Jaakkola %F pmlr-vR3-storkey01a %I PMLR %P 286--292 %U http://proceedings.mlr.press/r3/storkey01a.html %V R3 %X Dynamic positional trees are a significant extension of dynamic trees, incorporating movable nodes. This addition makes sequence tracking viable within the model, but requires a new formulation to incorporate the prior over positions. The model is implemented using a structured variational procedure, and is illustrated on synthetic raytraced images and image sequences. %Z Reissued by PMLR on 31 March 2021.
APA
Storkey, A.J. & Williams, C.K.I.. (2001). Dynamic Positional Trees for Structural Image Analysis. Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, in Proceedings of Machine Learning Research R3:286-292 Available from http://proceedings.mlr.press/r3/storkey01a.html. Reissued by PMLR on 31 March 2021.

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