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08/20/2023
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer
In recent years, end-to-end scene text spotting approaches are evolving ...
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07/17/2023
Scale-Aware Modulation Meet Transformer
This paper presents a new vision Transformer, Scale-Aware Modulation Tra...
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07/17/2023
Revisiting Scene Text Recognition: A Data Perspective
This paper aims to re-assess scene text recognition (STR) from a data-or...
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06/21/2023
ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining
Scene text removal (STR) aims at replacing text strokes in natural scene...
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06/09/2023
DocAligner: Annotating Real-world Photographic Document Images by Simply Taking Pictures
Recently, there has been a growing interest in research concerning docum...
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05/28/2023
ConaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval
Large-scale pre-trained text-image models with dual-encoder architecture...
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05/15/2023
M^6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout Analysis
Document layout analysis is a crucial prerequisite for document understa...
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05/13/2023
On the Hidden Mystery of OCR in Large Multimodal Models
Large models have recently played a dominant role in natural language pr...
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01/04/2023
SPTS v2: Single-Point Scene Text Spotting
End-to-end scene text spotting has made significant progress due to its ...
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10/17/2022
MSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwriting Verification
Although online handwriting verification has made great progress recentl...
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07/29/2022
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition
Handwritten Chinese text recognition (HCTR) has been an active research ...
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07/29/2022
Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach
Online and offline handwritten Chinese text recognition (HTCR) has been ...
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07/23/2022
Marior: Margin Removal and Iterative Content Rectification for Document Dewarping in the Wild
Camera-captured document images usually suffer from perspective and geom...
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07/21/2022
Don't Forget Me: Accurate Background Recovery for Text Removal via Modeling Local-Global Context
Text removal has attracted increasingly attention due to its various app...
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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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04/30/2022
Look Closer to Supervise Better: One-Shot Font Generation via Component-Based Discriminator
Automatic font generation remains a challenging research issue due to th...
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03/20/2022
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization
Recently self-supervised representation learning has drawn considerable ...
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03/19/2022
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition
End-to-end scene text spotting has attracted great attention in recent y...
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02/28/2022
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding
Structured document understanding has attracted considerable attention a...
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12/15/2021
SPTS: Single-Point Text Spotting
Almost all scene text spotting (detection and recognition) methods rely ...
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08/13/2021
SVC-onGoing: Signature Verification Competition
This article presents SVC-onGoing, an on-going competition for on-line s...
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07/12/2021
ICDAR 2021 Competition on Integrated Circuit Text Spotting and Aesthetic Assessment
With hundreds of thousands of electronic chip components are being manuf...
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06/24/2021
MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction
Visual Information Extraction (VIE) task aims to extract key information...
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06/20/2021
Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences
Visual information extraction (VIE) has attracted increasing attention i...
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06/01/2021
ICDAR 2021 Competition on On-Line Signature Verification
This paper describes the experimental framework and results of the ICDAR...
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05/08/2021
ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting
End-to-end text-spotting, which aims to integrate detection and recognit...
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05/05/2021
Towards an efficient framework for Data Extraction from Chart Images
In this paper, we fill the research gap by adopting state-of-the-art com...
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04/21/2021
Fourier Contour Embedding for Arbitrary-Shaped Text Detection
One of the main challenges for arbitrary-shaped text detection is to des...
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01/24/2021
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution
Visual information extraction (VIE) has attracted considerable attention...
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07/20/2020
Improving Attention-Based Handwritten Mathematical Expression Recognition with Scale Augmentation and Drop Attention
Handwritten mathematical expression recognition (HMER) is an important r...
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07/14/2020
Joint Layout Analysis, Character Detection and Recognition for Historical Document Digitization
In this paper, we propose an end-to-end trainable framework for restorin...
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05/07/2020
Text Recognition in the Wild: A Survey
The history of text can be traced back over thousands of years. Rich and...
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03/14/2020
Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition
Handwritten text and scene text suffer from various shapes and distorted...
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02/24/2020
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering
Visual Question Answering (VQA) methods have made incredible progress, b...
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02/24/2020
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network
Scene text detection and recognition has received increasing research at...
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01/13/2020
Separating Content from Style Using Adversarial Learning for Recognizing Text in the Wild
In this work we propose to improve text recognition from a new perspecti...
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12/21/2019
Decoupled Attention Network for Text Recognition
Text recognition has attracted considerable research interests because o...
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12/20/2019
Exploring the Capacity of Sequential-free Box Discretization Network for Omnidirectional Scene Text Detection
Omnidirectional scene text detection has received increasing research at...
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11/13/2019
SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-world Verification
An open research problem in automatic signature verification is the skil...
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11/01/2019
Air-Writing Translater: A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory Translation of In-air Handwriting
As a new way of human-computer interaction, inertial sensor based in-air...
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09/17/2019
ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling – RRC-LSVT
Robust text reading from street view images provides valuable informatio...
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09/16/2019
ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT)
This paper reports the ICDAR2019 Robust Reading Challenge on Arbitrary-S...
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08/26/2019
Adaptive Embedding Gate for Attention-Based Scene Text Recognition
Scene text recognition has attracted particular research interest becaus...
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06/06/2019
Omnidirectional Scene Text Detection with Sequential-free Box Discretization
Scene text in the wild is commonly presented with high variant character...
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05/03/2019
Offline Writer Identification based on the Path Signature Feature
In this paper, we propose a novel set of features for offline writer ide...
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04/17/2019
Aggregation Cross-Entropy for Sequence Recognition
In this paper, we propose a novel method, aggregation cross-entropy (ACE...
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03/27/2019
Tightness-aware Evaluation Protocol for Scene Text Detection
Evaluation protocols play key role in the developmental progress of text...
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03/09/2019
Logic Rules Powered Knowledge Graph Embedding
Large scale knowledge graph embedding has attracted much attention from ...
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01/10/2019
A Multi-Object Rectified Attention Network for Scene Text Recognition
Irregular text is widely used. However, it is considerably difficult to ...
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12/03/2018