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Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval
Scene text instances found in natural images carry explicit semantic inf...
09/21/2020 ∙ by Andrés Mafla, et al. ∙
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Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features
Text contained in an image carries high-level semantics that can be expl...
01/14/2020 ∙ by Andrés Mafla, et al. ∙
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Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval
In this paper, we investigate the problem of zero-shot sketch-based imag...
04/06/2019 ∙ by Sounak Dey, et al. ∙
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Non-deterministic Behavior of Ranking-based Metrics when Evaluating Embeddings
Embedding data into vector spaces is a very popular strategy of pattern ...
06/19/2018 ∙ by Anguelos Nicolaou, et al. ∙
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Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch
In this work we introduce a cross modal image retrieval system that allo...
04/28/2018 ∙ by Sounak Dey, et al. ∙
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SigNet: Convolutional Siamese Network for Writer Independent Offline Signature Verification
Offline signature verification is one of the most challenging tasks in b...
07/07/2017 ∙ by Sounak Dey, et al. ∙
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Evaluation of the Effect of Improper Segmentation on Word Spotting
Word spotting is an important recognition task in historical document an...
04/21/2016 ∙ by Sounak Dey, et al. ∙
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Local Binary Pattern for Word Spotting in Handwritten Historical Document
Digital libraries store images which can be highly degraded and to index...
04/20/2016 ∙ by Sounak Dey, et al. ∙
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