OOIR: Observatory of International Research

Papers

(The TQCC of International Journal on Document Analysis and Recognition is 6. 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
Beyond document object detection: instance-level segmentation of complex layouts	21
A survey of historical document image datasets	21
Robust text line detection in historical documents: learning and evaluation methods	20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
Text recognition for Vietnamese identity card based on deep features network	11
Conv-transformer architecture for unconstrained off-line Urdu handwriting recognition	11
Segmentation of text lines using multi-scale CNN from warped printed and handwritten document images	11
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
Self-supervised deep metric learning for ancient papyrus fragments retrieval	10
Knowledge-driven description synthesis for floor plan interpretation	10
End-to-end optical music recognition for pianoform sheet music	8
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
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
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
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
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