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05/31/2023
Improving Handwritten OCR with Training Samples Generated by Glyph Conditional Denoising Diffusion Probabilistic Model
Constructing a highly accurate handwritten OCR system requires large amo...
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05/25/2023
Zero-shot Generation of Training Data with Denoising Diffusion Probabilistic Model for Handwritten Chinese Character Recognition
There are more than 80,000 character categories in Chinese while most of...
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04/17/2023
A Question-Answering Approach to Key Value Pair Extraction from Form-like Document Images
In this paper, we present a new question-answering (QA) based key-value ...
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03/21/2023
Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer
We present a new table structure recognition (TSR) approach, called TSRF...
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08/09/2022
TSRFormer: Table Structure Recognition with Transformers
We present a new table structure recognition (TSR) approach, called TSRF...
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03/17/2022
Robust Table Detection and Structure Recognition from Heterogeneous Document Images
We introduce a new table detection and structure recognition approach na...
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03/15/2022
APRNet: Attention-based Pixel-wise Rendering Network for Photo-Realistic Text Image Generation
Style-guided text image generation tries to synthesize text image by imi...
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05/25/2021
ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents
Recent grid-based document representations like BERTgrid allow the simul...
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07/31/2020
A Study on Effects of Implicit and Explicit Language Model Information for DBLSTM-CTC Based Handwriting Recognition
Deep Bidirectional Long Short-Term Memory (D-BLSTM) with a Connectionist...
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03/16/2020
ReLaText: Exploiting Visual Relationships for Arbitrary-Shaped Scene Text Detection with Graph Convolutional Networks
We introduce a new arbitrary-shaped text detection approach named ReLaTe...
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06/17/2019
Particle Swarm Optimization for Great Enhancement in Semi-Supervised Retinal Vessel Segmentation with Generative Adversarial Networks
Retinal vessel segmentation based on deep learning requires a lot of man...
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11/22/2018
Mask R-CNN with Pyramid Attention Network for Scene Text Detection
In this paper, we present a new Mask R-CNN based text detection approach...
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04/24/2018
