Multimodal Semantic Transfer from Text to Image. Fine-Grained Image Classification by Distributional Semantics

Donig Simon
Donig Simon
Christoforaki Maria
Christoforaki Maria
Bermeitinger Bernhard
Bermeitinger Bernhard
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Abstract:

In the last years, image classification processes like neural networks in the area of art-history and Heritage Informatics have experienced a broad distribution (Lang and Ommer 2018). These methods face several challenges, including the handling of comparatively small amounts of data as well as high-dimensional data in the Digital Human...More

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