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 2021-09-01 to 2025-09-01.)

Article	Citations
Optimizing dotted Arabic expiration date recognition with ARABEX: a convolutional autoencoder with bidirectional LSTM and CRNN approach	34
Arbitrary-shaped scene text detection with keypoint-based shape representation	23
Robust page object detection network for heterogeneous document images	21
Recent advances in text line segmentation and baseline detection in historical document images: a systematic review	19
Editorial for special issue on “advanced topics in document analysis and recognition”	16
An end-to-end network for irregular printed Mongolian recognition	16
SemiDocSeg: harnessing semi-supervised learning for document layout analysis	15
Large-scale genealogical information extraction from handwritten Quebec parish records	14
Hand-drawn cadastral map parsing, stitching and assembly via jigsaw puzzles	13
Correction to: Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions	13
Cover-based multiple book genre recognition using an improved multimodal network	12
A survey on artificial intelligence-based approaches for personality analysis from handwritten documents	12
Scheme for palimpsests reconstruction using synthesized dataset	12
Towards automatic efficient recognition of multiresolution offline handwritten Urdu text using swin transformers	11
Towards the digitization of Kurdish handwritten script using deep learning: a comprehensive analysis	11
Neurosymbolic Information Extraction from Transactional Documents	10
Open writer identification from offline handwritten signatures by jointing the one-class symbolic data analysis classifier and feature-dissimilarities	9
Automated systems for diagnosis of dysgraphia in children: a survey and novel framework	9
A novel normal to tangent line (NTL) algorithm for scale invariant feature extraction for Urdu OCR	9
Unpaired document image denoising for OCR using BiLSTM enhanced CycleGAN	8
Historical document image analysis using controlled data for pre-training	8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
An end-to-end pipeline for historical censuses processing	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
A novel holistic unconstrained handwritten urdu recognition system using convolutional neural networks	7
Perceptual cue-guided adaptive image downscaling for enhanced semantic segmentation on large document images	7
Tabular context-aware optical character recognition and tabular data reconstruction for historical records	6
A survey of historical document image datasets	6
Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions	6
Few-Shot Quaternion-valued Correlation Squeeze Network for Document Image Layout Segmentation	6
Exploring the effectiveness of data-centric AI approaches to developing a prescription recognition system	6
Human-in-the-loop tabular data extraction methods for historical climate data rescue	6
DANIEL: a fast document attention network for information extraction and labelling of handwritten documents	6
Efficient title text detection using multi-loss	5
BPFormNet: a lightweight block pyramid network for form segmentation and classification	5
A brief review of state-of-the-art object detectors on benchmark document images datasets	5
Enhancing music score analysis with Monte Carlo dropout: a probabilistic approach to staff-region detection	5
Newspaper elements detection and newspaper pages categorization using CNNs and transformers	5
Compactnet: a lightweight convolutional neural network for one-shot online signature verification	5
Exploring recursive neural networks for compact handwritten text recognition models	5
CHWmaster: mastering Chinese handwriting via sliding-window recurrent neural networks	4
Retrieval-based language model adaptation for handwritten Chinese text recognition	4
Parstr: partially autoregressive scene text recognition	4
A Low-Intervention Dual-Loop Iterative Process for Efficient Dataset Expansion and Classification in Palm Leaf Manuscript Analysis	4
Subword recognition in historical Arabic manuscripts using handcrafted features and deep learning approaches	4
Approximate ground truth generation for semantic labeling of historical documents with minimal human effort	4
Improving accuracy and explainability of online handwritten character recognition	4
Unsupervised approach to text line extraction in Belfort civil registers of births	3
A holistic approach for image-to-graph: application to optical music recognition	3
Experimental study of rehearsal-based incremental classification of document streams	3
TextTriangle: an end-to-end textspotter with piecewise linear alignment	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
Bi-VLDoc: bidirectional vision-language modeling for visually-rich document understanding	3
Detecting and recognizing characters in Greek papyri with YOLOv8, DeiT and SimCLR	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
Chinese text recognition enhanced by glyph and character semantic information	3
Towards reduced-complexity scene text recognition (RCSTR) through a novel salient feature selection	3
Analyzing the potential of active learning for document image classification	2
Attention-based multiple siamese networks with primary representation guiding for offline signature verification	2
Multi-level Style Control for Chinese Handwriting Generation	2
Printed Ottoman text recognition using synthetic data and data augmentation	2
YOLO-table: disclosure document table detection with involution	2
Evaluating learned feature aggregators for writer retrieval	2
Attribute-based document image retrieval	2
A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR	2
Datasets and annotations for layout analysis of scientific articles	2
Image quality determination of palm leaf heritage documents using integrated discrete cosine transform features with vision transformer	2
Oracle character recognition using universal inverted bottleneck and inverse image frequency	2
Machine learning-based binarization technique of hand-drawn floor plans	2
PrecisionGAN: enhanced image-to-image translation for preserving structural integrity in skeletonized images	2
Scrambled text: fine-tuning language models for OCR error correction using synthetic data	2

Boosting modern and historical handwritten text recognition with deformable convolutions	2
CarveNet: a channel-wise attention-based network for irregular scene text recognition	2
Redacted text detection using neural image segmentation methods	2
International journal on document analysis and recognition editorial leadership change	1
Pho(SC)-CTC—a hybrid approach towards zero-shot word image recognition	1
Sequence-aware multimodal page classification of Brazilian legal documents	1
Trajectory-based recognition of in-air handwritten Assamese words using a hybrid classifier network	1
A Comprehensive Survey of Floor Plan Image Analysis and Related Applications	1
DocXclassifier: towards a robust and interpretable deep neural network for document image classification	1
A benchmark image dataset of unconstrained isolated Assamese handwritten compound characters	1
Self-training for handwritten word recognition and retrieval	1
Deep learning approaches for information extraction from visually rich documents: datasets, challenges and methods	1
Review of chart image detection and classification	1
Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping	1
Open writer identification from handwritten text fragments using lite convolutional neural network	1
Table image dewarping with key element segmentation	1
Am I readable? Transfer learning based document image rectification	1
VertexNet: a table structure recognition model based on key points for complex scenes	1
Automatic floor plan analysis using a boundary attention-based deep network	1