OOIR: Observatory of International Research

Papers

(The TQCC of International Journal on Document Analysis and Recognition is 4. 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Recent advances in text line segmentation and baseline detection in historical document images: a systematic review	16
Editorial for special issue on “advanced topics in document analysis and recognition”	14
Large-scale genealogical information extraction from handwritten Quebec parish records	14
SemiDocSeg: harnessing semi-supervised learning for document layout analysis	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	12
Scheme for palimpsests reconstruction using synthesized dataset	12
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
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
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
Neurosymbolic Information Extraction from Transactional Documents	9
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
Historical document image analysis using controlled data for pre-training	8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
Children age group detection based on human–computer interaction and time series analysis	7
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
Tabular context-aware optical character recognition and tabular data reconstruction for historical records	6
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
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
Enhancing music score analysis with Monte Carlo dropout: a probabilistic approach to staff-region detection	5
A survey of historical document image datasets	5
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 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