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Human sensory descriptive analysis was used for image description.
Finally, predictive modelling of sensory image description from computer-assisted image analysis was attempted.
The system is based on the well known Fast Retina Keypoint (FREAK) local image description algorithm.
The proposed deep network consists of initial regional proposal generation and two key stages for image description generation.
We focus our analysis on the image description dataset, the visual question answering dataset and the verification dataset.
The second stage uses a Recurrent Neural Network (RNN -based encodeRNN -basedstructure to translate these regional destructures into a full image descriptranslate
In order to deal with such a challenge, we propose a novel region-based deep learning architecture for image description generation.
His research interests include visual and linguistic reasoning (image description, expression grounding, question answering, and visual dialog), and visual perception (object detection and segmentation).
"It is clear from these experiments that, as the size of the available datasets for image description increases, so will the performance of approaches like NIC," say the Google team.
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From image descriptions to visual denotations: new similarity metrics for semantic inference over event descriptions.
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