OOIR: Observatory of International Research

Papers

(The median citation count of International Journal on Document Analysis and Recognition is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-10-01 to 2024-10-01.)

Article	Citations
Translating math formula images to LaTeX sequences using deep neural networks with sequence-level training	43
Persian handwritten digit, character and word recognition using deep learning	22
A survey of historical document image datasets	21
Beyond document object detection: instance-level segmentation of complex layouts	21
Robust text line detection in historical documents: learning and evaluation methods	20
Arrow R-CNN for handwritten diagram recognition	19
Data Augmentation using Geometric, Frequency, and Beta Modeling approaches for Improving Multi-lingual Online Handwriting Recognition	15
Boosting modern and historical handwritten text recognition with deformable convolutions	13
Segmentation for document layout analysis: not dead yet	13
CNN-based segmentation of speech balloons and narrative text boxes from comic book page images	12
Segmentation of text lines using multi-scale CNN from warped printed and handwritten document images	11
Text recognition for Vietnamese identity card based on deep features network	11
Conv-transformer architecture for unconstrained off-line Urdu handwriting recognition	11
Self-supervised deep metric learning for ancient papyrus fragments retrieval	10
Knowledge-driven description synthesis for floor plan interpretation	10
A two-step framework for text line segmentation in historical Arabic and Latin document images	10
YOLO-table: disclosure document table detection with involution	10
Asking questions on handwritten document collections	10
An end-to-end network for irregular printed Mongolian recognition	8
Benchmarking online sequence-to-sequence and character-based handwriting recognition from IMU-enhanced pens	8
End-to-end optical music recognition for pianoform sheet music	8
Feature learning and encoding for multi-script writer identification	7
Combination of deep neural networks and logical rules for record segmentation in historical handwritten registers using few examples	7
Review of chart image detection and classification	7
WriterINet: a multi-path deep CNN for offline text-independent writer identification	7

Large-scale genealogical information extraction from handwritten Quebec parish records	7
Retrieval-based language model adaptation for handwritten Chinese text recognition	7
EAML: ensemble self-attention-based mutual learning network for document image classification	7
Revealing a history: palimpsest text separation with generative networks	7
Extracting text from scanned Arabic books: a large-scale benchmark dataset and a fine-tuned Faster-R-CNN model	7
Adaptive dewarping of severely warped camera-captured document images based on document map generation	7
A holistic approach for image-to-graph: application to optical music recognition	6
TableSegNet: a fully convolutional network for table detection and segmentation in document images	6
Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping	6
Character spotting and autonomous tagging: offline handwriting recognition for Bangla, Korean and other alphabetic scripts	6
Fusion of visual representations for multimodal information extraction from unstructured transactional documents	6
Offline script recognition from handwritten and printed multilingual documents: a survey	6
Radical-based extract and recognition networks for Oracle character recognition	6
MRZ code extraction from visa and passport documents using convolutional neural networks	6
$$\hbox {TG}^2$$: text-guided transformer GAN for restoring document readability and perceived quality	5
Online handwriting trajectory reconstruction from kinematic sensors using temporal convolutional network	5
SKFont: skeleton-driven Korean font generator with conditional deep adversarial networks	5
Learning from similarity and information extraction from structured documents	4
Learning-free pattern detection for manuscript research:	4
Line extraction in handwritten documents via instance segmentation	4
Open writer identification from offline handwritten signatures by jointing the one-class symbolic data analysis classifier and feature-dissimilarities	4
Classification of incunable glyphs and out-of-distribution detection with joint energy-based models	4
A novel holistic unconstrained handwritten urdu recognition system using convolutional neural networks	3
Combination of explicit segmentation with Seq2Seq recognition for fine analysis of children handwriting	3
Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions	3
Arbitrary-shaped scene text detection with keypoint-based shape representation	3
SoftCTC—semi-supervised learning for text recognition using soft pseudo-labels	3
Tables to LaTeX: structure and content extraction from scientific tables	3
Domain adaptation for staff-region retrieval of music score images	3
BCBId: first Bangla comic dataset and its applications	3
Textline alignment on the image domain	3
Advances in handwriting recognition	3
Training transformer architectures on few annotated data: an application to historical handwritten text recognition	2
Automated systems for diagnosis of dysgraphia in children: a survey and novel framework	2
End-to-end semi-supervised approach with modulated object queries for table detection in documents	2
A hybrid approach to recognize generic sections in scholarly documents	2
Background grid extraction from historical hand-drawn cadastral maps	2
Offline handwritten mathematical recognition using adversarial learning and transformers	2
HWNet v3: a joint embedding framework for recognition and retrieval of handwritten text	2
Deep learning for graphics recognition: document understanding and beyond	2
Trajectory-based recognition of in-air handwritten Assamese words using a hybrid classifier network	2
Analyzing the potential of active learning for document image classification	2
Pho(SC)-CTC—a hybrid approach towards zero-shot word image recognition	2
Historical document image analysis using controlled data for pre-training	2
A brief review of state-of-the-art object detectors on benchmark document images datasets	2
CarveNet: a channel-wise attention-based network for irregular scene text recognition	2
Refocus attention span networks for handwriting line recognition	2
Sequence-aware multimodal page classification of Brazilian legal documents	2