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Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary
P. Duygulu, K. Barnard, J. F. G. de Freitas et al., 2002. Lecture Notes in Computer Science.
Treats recognising objects in pictures as a translation problem: learning which words in a caption go with which regions of an image.
What it's used for here
The inductive-methods survey cites it for matching text to the plant drawings on the herbal pages.
Cited by on this site 1 record
1 methods surveys
SRCInductive methods
Cite it
Duygulu, P., Barnard, K., de Freitas, J. F. G., & Forsyth, D. A. (2002). Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary. Lecture Notes in Computer Science. https://doi.org/10.1007/3-540-47979-1_7
@article{duygulu2002object,
author = {Duygulu, P. and Barnard, K. and de Freitas, J. F. G. and Forsyth, D. A.},
title = {Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary},
journal = {Lecture Notes in Computer Science},
year = {2002},
doi = {10.1007/3-540-47979-1_7},
url = {https://doi.org/10.1007/3-540-47979-1_7}
}TY - JOUR TI - Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary AU - Duygulu, P. AU - Barnard, K. AU - de Freitas, J. F. G. AU - Forsyth, D. A. PY - 2002 JO - Lecture Notes in Computer Science DO - 10.1007/3-540-47979-1_7 UR - https://doi.org/10.1007/3-540-47979-1_7 ER -
Duygulu, P. et al.. “Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary.” Lecture Notes in Computer Science (2002). https://doi.org/10.1007/3-540-47979-1_7.