Control Structures for Incorporating Picture-Specific Context in Image Interpretation

Chopra, Rajiv; Srihari, Rohini K.

Control Structures for Incorporating Picture-Specific Context in Image Interpretation

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Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence. Action and Perception. Pages 50-54.

Abstract

This paper describes an efficient control mechanism for incorporating picture-specific context in the task of image interpretation. Although other knowledge-based vision systems use general domain context in reducing the computational burden of image interpretation, to our knowledge, this is the first effort in exploring picture-specific collateral information. We assume that constraints on the picture are generated from a natural language understanding module which processes descriptive text accompanying the pictures. We have developed a unified framework for exploiting these constraints both in the object location and identification (labeling) stage. In particular, we describe a technique for incorporating constrained search in context-based vision. Finally, we demonstrate the effectiveness of this approach in PICTION, a system that uses captions to label human faces in newspaper photographs.

Rajiv Chopra, and Rohini K. Srihari. 1995. Control Structures for Incorporating Picture-Specific Context in Image Interpretation. In Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI-95. IJCAI, 50–54. https://ijcai.org/proceedings/1995/7

@inproceedings{ijcai1995p7,
  title     = {Control Structures for Incorporating Picture-Specific Context in Image Interpretation},
  author    = {Chopra, Rajiv and Srihari, Rohini K.},
  booktitle = {Proceedings of the Fourteenth International Joint Conference on
               Artificial Intelligence, {IJCAI-95}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {Chris S. Mellish},
  pages     = {50--54},
  year      = {1995},
  note      = {Action and Perception},
  url       = {https://ijcai.org/proceedings/1995/7},
}

TY  - CPAPER
TI  - Control Structures for Incorporating Picture-Specific Context in Image Interpretation
AU  - Chopra, Rajiv
AU  - Srihari, Rohini K.
T2  - Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI-95
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1995
SP  - 50
EP  - 54
UR  - https://ijcai.org/proceedings/1995/7
ER  -