OOIR: Observatory of International Research

Papers

(The median citation count of International Journal on Document Analysis and Recognition is 1. 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 2021-08-01 to 2025-08-01.)

Article	Citations
An end-to-end network for irregular printed Mongolian recognition	34
Optimizing dotted Arabic expiration date recognition with ARABEX: a convolutional autoencoder with bidirectional LSTM and CRNN approach	23
Arbitrary-shaped scene text detection with keypoint-based shape representation	19
Robust page object detection network for heterogeneous document images	18
Recent advances in text line segmentation and baseline detection in historical document images: a systematic review	16
SemiDocSeg: harnessing semi-supervised learning for document layout analysis	14
Editorial for special issue on “advanced topics in document analysis and recognition”	14
Large-scale genealogical information extraction from handwritten Quebec parish records	14
Hand-drawn cadastral map parsing, stitching and assembly via jigsaw puzzles	13
Scheme for palimpsests reconstruction using synthesized dataset	12
Correction to: Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions	12
Editorial for special issue on “Advanced Topics in Document Analysis and Recognition”	11
A survey on artificial intelligence-based approaches for personality analysis from handwritten documents	11
Towards automatic efficient recognition of multiresolution offline handwritten Urdu text using swin transformers	11
Cover-based multiple book genre recognition using an improved multimodal network	11
Open writer identification from offline handwritten signatures by jointing the one-class symbolic data analysis classifier and feature-dissimilarities	11
A novel normal to tangent line (NTL) algorithm for scale invariant feature extraction for Urdu OCR	9
Neurosymbolic Information Extraction from Transactional Documents	9
Automated systems for diagnosis of dysgraphia in children: a survey and novel framework	9
Historical document image analysis using controlled data for pre-training	8
Adaptive dewarping of severely warped camera-captured document images based on document map generation	8
Document image layout detection from scientific literature using combined ConvNext and cascade mask RCNN networks	8
Unpaired document image denoising for OCR using BiLSTM enhanced CycleGAN	8
Perceptual cue-guided adaptive image downscaling for enhanced semantic segmentation on large document images	7
The PARES Database: Information Extraction over Historical Parish Records	7

Children age group detection based on human–computer interaction and time series analysis	7
An end-to-end pipeline for historical censuses processing	6
Few-Shot Quaternion-valued Correlation Squeeze Network for Document Image Layout Segmentation	6
A novel holistic unconstrained handwritten urdu recognition system using convolutional neural networks	6
DANIEL: a fast document attention network for information extraction and labelling of handwritten documents	6
Tabular context-aware optical character recognition and tabular data reconstruction for historical records	6
Enhancing music score analysis with Monte Carlo dropout: a probabilistic approach to staff-region detection	5
A survey of historical document image datasets	5
Exploring the effectiveness of data-centric AI approaches to developing a prescription recognition system	5
Exploring recursive neural networks for compact handwritten text recognition models	5
Human-in-the-loop tabular data extraction methods for historical climate data rescue	5
BPFormNet: a lightweight block pyramid network for form segmentation and classification	5
Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions	5
A brief review of state-of-the-art object detectors on benchmark document images datasets	4
Approximate ground truth generation for semantic labeling of historical documents with minimal human effort	4
Retrieval-based language model adaptation for handwritten Chinese text recognition	4
Subword recognition in historical Arabic manuscripts using handcrafted features and deep learning approaches	4
Efficient title text detection using multi-loss	4
Newspaper elements detection and newspaper pages categorization using CNNs and transformers	4
Improving accuracy and explainability of online handwritten character recognition	4
A Low-Intervention Dual-Loop Iterative Process for Efficient Dataset Expansion and Classification in Palm Leaf Manuscript Analysis	4
Compactnet: a lightweight convolutional neural network for one-shot online signature verification	4
CHWmaster: mastering Chinese handwriting via sliding-window recurrent neural networks	4
Parstr: partially autoregressive scene text recognition	4
A holistic approach for image-to-graph: application to optical music recognition	3
Generate, transform, and clean: the role of GANs and transformers in palm leaf manuscript generation and enhancement	3
Exemplar sampling algorithm for instance incremental learning on imbalanced document datasets	3
Detecting and recognizing characters in Greek papyri with YOLOv8, DeiT and SimCLR	3
TextTriangle: an end-to-end textspotter with piecewise linear alignment	3
Unsupervised approach to text line extraction in Belfort civil registers of births	3
Bi-VLDoc: bidirectional vision-language modeling for visually-rich document understanding	3
Chinese text recognition enhanced by glyph and character semantic information	3
An adaptive multi-head self-attention coupled with attention filtered LSTM for advanced scene text recognition	3
Offline handwritten mathematical recognition using adversarial learning and transformers	3
Experimental study of rehearsal-based incremental classification of document streams	3
Datasets and annotations for layout analysis of scientific articles	2
Machine learning-based binarization technique of hand-drawn floor plans	2
Attention-based multiple siamese networks with primary representation guiding for offline signature verification	2
Analyzing the potential of active learning for document image classification	2
Boosting modern and historical handwritten text recognition with deformable convolutions	2
Image quality determination of palm leaf heritage documents using integrated discrete cosine transform features with vision transformer	2
Towards reduced-complexity scene text recognition (RCSTR) through a novel salient feature selection	2
Attribute-based document image retrieval	2
PrecisionGAN: enhanced image-to-image translation for preserving structural integrity in skeletonized images	2
Redacted text detection using neural image segmentation methods	2
YOLO-table: disclosure document table detection with involution	2
Scrambled text: fine-tuning language models for OCR error correction using synthetic data	2
Evaluating learned feature aggregators for writer retrieval	2
Multi-level Style Control for Chinese Handwriting Generation	2
A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR	2

Printed Ottoman text recognition using synthetic data and data augmentation	2
Review of chart image detection and classification	1
VertexNet: a table structure recognition model based on key points for complex scenes	1
Table image dewarping with key element segmentation	1
Sequence-aware multimodal page classification of Brazilian legal documents	1
A Comprehensive Survey of Floor Plan Image Analysis and Related Applications	1
Oracle character recognition using universal inverted bottleneck and inverse image frequency	1
Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping	1
International journal on document analysis and recognition editorial leadership change	1
Pho(SC)-CTC—a hybrid approach towards zero-shot word image recognition	1
Open writer identification from handwritten text fragments using lite convolutional neural network	1
Automatic floor plan analysis using a boundary attention-based deep network	1
DocXclassifier: towards a robust and interpretable deep neural network for document image classification	1
Asking questions on handwritten document collections	1
Deep learning approaches for information extraction from visually rich documents: datasets, challenges and methods	1
CarveNet: a channel-wise attention-based network for irregular scene text recognition	1