Heterogeneous image block matching method based on image conversion
user-5d3e648c530c70f916110a1f(2018)
Abstract
An image conversion-based heterogeneous image block matching method provided by the invention has the following steps: acquiring training samples and test samples, constructing an image conversion network, training the image conversion network, constructing a feature extraction and matching network, training the feature extraction and matching network, predicting a matching result. The invention overcomes the problem that the feature difference of the heterogeneous image extraction is large and inaccurate in the prior art, effectively reduces the matching difficulty, and improves the accuracyand robustness of the heterogeneous image block matching.
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Key words
Feature extraction,Image conversion,Robustness (computer science),Pattern recognition,Computer science,Artificial intelligence,Image extraction
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