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08/29/2023
Vision Grid Transformer for Document Layout Analysis
Document pre-trained models and grid-based models have proven to be very...
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08/24/2023
LISTER: Neighbor Decoding for Length-Insensitive Scene Text Recognition
The diversity in length constitutes a significant characteristic of text...
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07/25/2023
Multi-Granularity Prediction with Learnable Fusion for Scene Text Recognition
Due to the enormous technical challenges and wide range of applications,...
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06/19/2023
Conditional Text Image Generation with Diffusion Models
Current text recognition systems, including those for handwritten script...
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04/21/2023
GeoLayoutLM: Geometric Pre-training for Visual Information Extraction
Visual information extraction (VIE) plays an important role in Document ...
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03/23/2023
Modeling Entities as Semantic Points for Visual Information Extraction in the Wild
Recently, Visual Information Extraction (VIE) has been becoming increasi...
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03/07/2023
LORE: Logical Location Regression Network for Table Structure Recognition
Table structure recognition (TSR) aims at extracting tables in images in...
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09/08/2022
Levenshtein OCR
A novel scene text recognizer based on Vision-Language Transformer (VLT)...
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09/08/2022
Multi-Granularity Prediction for Scene Text Recognition
Scene text recognition (STR) has been an active research topic in comput...
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06/27/2022
Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding
Multi-modal document pre-trained models have proven to be very effective...
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04/29/2022
Vision-Language Pre-Training for Boosting Scene Text Detectors
Recently, vision-language joint representation learning has proven to be...
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02/21/2022
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion
Recently, segmentation-based scene text detection methods have drawn ext...
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10/20/2021
ARTS: Eliminating Inconsistency between Text Detection and Recognition with Auto-Rectification Text Spotter
Recent approaches for end-to-end text spotting have achieved promising r...
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04/07/2021
Facial Attribute Transformers for Precise and Robust Makeup Transfer
In this paper, we address the problem of makeup transfer, which aims at ...
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04/02/2021
MOST: A Multi-Oriented Scene Text Detector with Localization Refinement
Over the past few years, the field of scene text detection has progresse...
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11/17/2020
Slender Object Detection: Diagnoses and Improvements
In this paper, we are concerned with the detection of a particular type ...
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08/02/2020
Differentiable Feature Aggregation Search for Knowledge Distillation
Knowledge distillation has become increasingly important in model compre...
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05/08/2020
On Vocabulary Reliance in Scene Text Recognition
The pursuit of high performance on public benchmarks has been the drivin...
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03/24/2020
UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World
Synthetic data has been a critical tool for training scene text detectio...
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02/10/2020
A New Perspective for Flexible Feature Gathering in Scene Text Recognition Via Character Anchor Pooling
Irregular scene text recognition has attracted much attention from the r...
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12/28/2019
TextScanner: Reading Characters in Order for Robust Scene Text Recognition
Driven by deep learning and the large volume of data, scene text recogni...
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11/20/2019
Real-time Scene Text Detection with Differentiable Binarization
Recently, segmentation-based methods are quite popular in scene text det...
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08/30/2019
Alchemy: Techniques for Rectification Based Irregular Scene Text Recognition
Reading text from natural images is challenging due to the great variety...
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08/06/2019
Symmetry-constrained Rectification Network for Scene Text Recognition
Reading text in the wild is a very challenging task due to the diversity...
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07/23/2019
2D-CTC for Scene Text Recognition
Scene text recognition has been an important, active research topic in c...
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07/13/2019
SynthText3D: Synthesizing Scene Text Images from 3D Virtual Worlds
With the development of deep neural networks, the demand for a significa...
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04/09/2019
Intra-Ensemble in Neural Networks
Improving model performance is always the key problem in machine learnin...
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11/21/2018
Scene Text Detection with Supervised Pyramid Context Network
Scene text detection methods based on deep learning have achieved remark...
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09/18/2018
Scene Text Recognition from Two-Dimensional Perspective
Inspired by speech recognition, recent state-of-the-art algorithms mostl...
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07/06/2018
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
Recently, models based on deep neural networks have dominated the fields...
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07/04/2018
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes
Driven by deep neural networks and large scale datasets, scene text dete...
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02/25/2018
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation
Previous deep learning based state-of-the-art scene text detection metho...
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06/27/2017
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis
In this paper, we investigate the Chinese calligraphy synthesis problem:...
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06/12/2017
Point Linking Network for Object Detection
Object detection is a core problem in computer vision. With the developm...
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04/11/2017
EAST: An Efficient and Accurate Scene Text Detector
Previous approaches for scene text detection have already achieved promi...
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12/01/2016
Training Bit Fully Convolutional Network for Fast Semantic Segmentation
Fully convolutional neural networks give accurate, per-pixel prediction ...
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11/30/2016
Effective Quantization Methods for Recurrent Neural Networks
Reducing bit-widths of weights, activations, and gradients of a Neural N...
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06/29/2016
Scene Text Detection via Holistic, Multi-Channel Prediction
Recently, scene text detection has become an active research topic in co...
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04/14/2016
Multi-Oriented Text Detection with Fully Convolutional Networks
In this paper, we propose a novel approach for text detec- tion in natur...
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03/12/2016
Robust Scene Text Recognition with Automatic Rectification
Recognizing text in natural images is a challenging task with many unsol...
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11/30/2015
Incidental Scene Text Understanding: Recent Progresses on ICDAR 2015 Robust Reading Competition Challenge 4
Different from focused texts present in natural images, which are captur...
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10/05/2015
Relaxed Multiple-Instance SVM with Application to Object Discovery
Multiple-instance learning (MIL) has served as an important tool for a w...
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07/21/2015
An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition
Image-based sequence recognition has been a long-standing research topic...
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06/10/2015
ICDAR 2015 Text Reading in the Wild Competition
Recently, text detection and recognition in natural scenes are becoming ...
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05/12/2015
Automatic Script Identification in the Wild
With the rapid increase of transnational communication and cooperation, ...
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09/25/2014