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 2021-06-01 to 2025-06-01.)

Article	Citations
An end-to-end network for irregular printed Mongolian recognition	31
Optimizing dotted Arabic expiration date recognition with ARABEX: a convolutional autoencoder with bidirectional LSTM and CRNN approach	30
Recent advances in text line segmentation and baseline detection in historical document images: a systematic review	23
Robust page object detection network for heterogeneous document images	19
Arbitrary-shaped scene text detection with keypoint-based shape representation	18
Editorial for special issue on “advanced topics in document analysis and recognition”	17
SemiDocSeg: harnessing semi-supervised learning for document layout analysis	16
Correction to: Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions	13
Hand-drawn cadastral map parsing, stitching and assembly via jigsaw puzzles	13
Large-scale genealogical information extraction from handwritten Quebec parish records	12
Scheme for palimpsests reconstruction using synthesized dataset	12
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
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
A novel normal to tangent line (NTL) algorithm for scale invariant feature extraction for Urdu OCR	10
Automated systems for diagnosis of dysgraphia in children: a survey and novel framework	10
The PARES Database: Information Extraction over Historical Parish Records	9
Adaptive dewarping of severely warped camera-captured document images based on document map generation	9
Historical document image analysis using controlled data for pre-training	9
Unpaired document image denoising for OCR using BiLSTM enhanced CycleGAN	9
Document image layout detection from scientific literature using combined ConvNext and cascade mask RCNN networks	9
Children age group detection based on human–computer interaction and time series analysis	9
Perceptual cue-guided adaptive image downscaling for enhanced semantic segmentation on large document images	9
DANIEL: a fast document attention network for information extraction and labelling of handwritten documents	8

Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions	8
A novel holistic unconstrained handwritten urdu recognition system using convolutional neural networks	8
An end-to-end pipeline for historical censuses processing	8
Beyond document object detection: instance-level segmentation of complex layouts	8
A hybrid approach to recognize generic sections in scholarly documents	8
Human-in-the-loop tabular data extraction methods for historical climate data rescue	7
A survey of historical document image datasets	7
Exploring the effectiveness of data-centric AI approaches to developing a prescription recognition system	7
Compactnet: a lightweight convolutional neural network for one-shot online signature verification	6
Exploring recursive neural networks for compact handwritten text recognition models	6
BPFormNet: a lightweight block pyramid network for form segmentation and classification	6
A brief review of state-of-the-art object detectors on benchmark document images datasets	5
Newspaper elements detection and newspaper pages categorization using CNNs and transformers	5
Efficient title text detection using multi-loss	5
A Low-Intervention Dual-Loop Iterative Process for Efficient Dataset Expansion and Classification in Palm Leaf Manuscript Analysis	4
CHWmaster: mastering Chinese handwriting via sliding-window recurrent neural networks	4
A holistic approach for image-to-graph: application to optical music recognition	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
TextTriangle: an end-to-end textspotter with piecewise linear alignment	4
Parstr: partially autoregressive scene text recognition	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
Generate, transform, and clean: the role of GANs and transformers in palm leaf manuscript generation and enhancement	3
Detecting and recognizing characters in Greek papyri with YOLOv8, DeiT and SimCLR	3
Evaluating learned feature aggregators for writer retrieval	3
Attention-based multiple siamese networks with primary representation guiding for offline signature verification	3
An adaptive multi-head self-attention coupled with attention filtered LSTM for advanced scene text recognition	3
Unsupervised approach to text line extraction in Belfort civil registers of births	3
Chinese text recognition enhanced by glyph and character semantic information	3
Machine learning-based binarization technique of hand-drawn floor plans	3
Attribute-based document image retrieval	3
Offline handwritten mathematical recognition using adversarial learning and transformers	3
Experimental study of rehearsal-based incremental classification of document streams	3
Bi-VLDoc: bidirectional vision-language modeling for visually-rich document understanding	3
Analyzing the potential of active learning for document image classification	3
Towards reduced-complexity scene text recognition (RCSTR) through a novel salient feature selection	3
Oracle character recognition using universal inverted bottleneck and inverse image frequency	2
Automatic floor plan analysis using a boundary attention-based deep network	2
Image quality determination of palm leaf heritage documents using integrated discrete cosine transform features with vision transformer	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
Datasets and annotations for layout analysis of scientific articles	2
Open writer identification from handwritten text fragments using lite convolutional neural network	2
A Comprehensive Survey of Floor Plan Image Analysis and Related Applications	2
DocXclassifier: towards a robust and interpretable deep neural network for document image classification	2
SKFont: skeleton-driven Korean font generator with conditional deep adversarial networks	2
A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR	2
Redacted text detection using neural image segmentation methods	2
Printed Ottoman text recognition using synthetic data and data augmentation	2

Review of chart image detection and classification	2
Asking questions on handwritten document collections	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
YOLO-table: disclosure document table detection with involution	2