Probabilistic Information Fusion for Multi-Modal Image Segmentation

Chou, Paul B.; Brown, Christopher M.

Probabilistic Information Fusion for Multi-Modal Image Segmentation

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Proceedings of the Tenth International Joint Conference on Artificial Intelligence. Perception. Pages 779-781.

Abstract

Observable evidence from disparate sources are combined coherently and consistently through a hierarchically structured knowledge tree. Prior knowledge of spatial interactions is modeled with Markov Random Fields. A posteriori probabilities of segmentations are maintained incrementally. This paper ia a shortened version of [Chou and Brown 87), which contains many more references.

Paul B. Chou, and Christopher M. Brown. 1987. Probabilistic Information Fusion for Multi-Modal Image Segmentation. In Proceedings of the Tenth International Joint Conference on Artificial Intelligence, IJCAI-87. IJCAI, 779–781. https://ijcai.org/proceedings/1987/159

@inproceedings{ijcai1987p159,
  title     = {Probabilistic Information Fusion for Multi-Modal Image Segmentation},
  author    = {Chou, Paul B. and Brown, Christopher M.},
  booktitle = {Proceedings of the Tenth International Joint Conference on
               Artificial Intelligence, {IJCAI-87}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {John McDermott},
  pages     = {779--781},
  year      = {1987},
  note      = {Perception},
  url       = {https://ijcai.org/proceedings/1987/159},
}

TY  - CPAPER
TI  - Probabilistic Information Fusion for Multi-Modal Image Segmentation
AU  - Chou, Paul B.
AU  - Brown, Christopher M.
T2  - Proceedings of the Tenth International Joint Conference on Artificial Intelligence, IJCAI-87
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1987
SP  - 779
EP  - 781
UR  - https://ijcai.org/proceedings/1987/159
ER  -