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 2020-03-01 to 2024-03-01.)

Article	Citations
Translating math formula images to LaTeX sequences using deep neural networks with sequence-level training	33
Optical character recognition with neural networks and post-correction with finite state methods	28
Persian handwritten digit, character and word recognition using deep learning	17
Robust text line detection in historical documents: learning and evaluation methods	17
Arrow R-CNN for handwritten diagram recognition	16
Beyond document object detection: instance-level segmentation of complex layouts	15
Data Augmentation using Geometric, Frequency, and Beta Modeling approaches for Improving Multi-lingual Online Handwriting Recognition	13
A survey of historical document image datasets	12
Automatic room information retrieval and classification from floor plan using linear regression model	11
Text recognition for Vietnamese identity card based on deep features network	11
Segmentation for document layout analysis: not dead yet	10
A two-step framework for text line segmentation in historical Arabic and Latin document images	8
Boosting modern and historical handwritten text recognition with deformable convolutions	8
CNN-based segmentation of speech balloons and narrative text boxes from comic book page images	8
Self-supervised deep metric learning for ancient papyrus fragments retrieval	8
An end-to-end network for irregular printed Mongolian recognition	7
DetectGAN: GAN-based text detector for camera-captured document images	7
Asking questions on handwritten document collections	7
Benchmarking online sequence-to-sequence and character-based handwriting recognition from IMU-enhanced pens	6
Segmentation of text lines using multi-scale CNN from warped printed and handwritten document images	6
Conv-transformer architecture for unconstrained off-line Urdu handwriting recognition	6
EAML: ensemble self-attention-based mutual learning network for document image classification	6
Combination of deep neural networks and logical rules for record segmentation in historical handwritten registers using few examples	6
Feature learning and encoding for multi-script writer identification	6
Revealing a history: palimpsest text separation with generative networks	6

Extracting text from scanned Arabic books: a large-scale benchmark dataset and a fine-tuned Faster-R-CNN model	5
MRZ code extraction from visa and passport documents using convolutional neural networks	5
Knowledge-driven description synthesis for floor plan interpretation	5
SKFont: skeleton-driven Korean font generator with conditional deep adversarial networks	5
WriterINet: a multi-path deep CNN for offline text-independent writer identification	5
A robust watermarking approach for security issue of binary documents using fully convolutional networks	5
TableSegNet: a fully convolutional network for table detection and segmentation in document images	4
Adaptive dewarping of severely warped camera-captured document images based on document map generation	4
Character spotting and autonomous tagging: offline handwriting recognition for Bangla, Korean and other alphabetic scripts	4
A holistic approach for image-to-graph: application to optical music recognition	4
YOLO-table: disclosure document table detection with involution	4
Review of chart image detection and classification	4
Hyperkernel-based intuitionistic fuzzy c-means for denoising color archival document images	4
Offline script recognition from handwritten and printed multilingual documents: a survey	4
End-to-end optical music recognition for pianoform sheet music	3
Advances in handwriting recognition	3
Fusion of visual representations for multimodal information extraction from unstructured transactional documents	3
$$\hbox {TG}^2$$: text-guided transformer GAN for restoring document readability and perceived quality	3
Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions	3
Radical-based extract and recognition networks for Oracle character recognition	3
Combination of explicit segmentation with Seq2Seq recognition for fine analysis of children handwriting	3
Learning from similarity and information extraction from structured documents	3
Single shot multi-oriented text detection based on local and non-local features	3
Learning-free pattern detection for manuscript research:	3
Retrieval-based language model adaptation for handwritten Chinese text recognition	3
A novel holistic unconstrained handwritten urdu recognition system using convolutional neural networks	2
CarveNet: a channel-wise attention-based network for irregular scene text recognition	2
Large-scale genealogical information extraction from handwritten Quebec parish records	2
Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping	2
Textline alignment on the image domain	2
Tables to LaTeX: structure and content extraction from scientific tables	2
Arbitrary-shaped scene text detection with keypoint-based shape representation	2
Deep learning for graphics recognition: document understanding and beyond	2
A benchmark for unconstrained online handwritten Uyghur word recognition	2
Domain adaptation for staff-region retrieval of music score images	2