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04/12/2022
Content and Style Aware Generation of Text-line Images for Handwriting Recognition
Handwritten Text Recognition has achieved an impressive performance in p...
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09/24/2021
Localizing Infinity-shaped fishes: Sketch-guided object localization in the wild
This work investigates the problem of sketch-guided object localization ...
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07/09/2021
Graph-based Deep Generative Modelling for Document Layout Generation
One of the major prerequisites for any deep learning approach is the ava...
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07/06/2021
DocSynth: A Layout Guided Approach for Controllable Document Image Synthesis
Despite significant progress on current state-of-the-art image generatio...
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06/10/2021
Date Estimation in the Wild of Scanned Historical Photos: An Image Retrieval Approach
This paper presents a novel method for date estimation of historical pho...
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06/09/2021
Learning to Rank Words: Optimizing Ranking Metrics for Word Spotting
In this paper, we explore and evaluate the use of ranking-based objectiv...
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08/17/2020
Learning Graph Edit Distance by Graph Neural Networks
The emergence of geometric deep learning as a novel framework to deal wi...
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05/26/2020
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition
The advent of recurrent neural networks for handwriting recognition mark...
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03/05/2020
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images
Although current image generation methods have reached impressive qualit...
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12/21/2019
Candidate Fusion: Integrating Language Modelling into a Sequence-to-Sequence Handwritten Word Recognition Architecture
Sequence-to-sequence models have recently become very popular for tackli...
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09/18/2019
Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition
Handwritten Text Recognition (HTR) is still a challenging problem becaus...
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04/06/2019
Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval
In this paper, we investigate the problem of zero-shot sketch-based imag...
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07/08/2018