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 2021-05-01 to 2025-05-01.)

Article	Citations
Arbitrary-shaped scene text detection with keypoint-based shape representation	30
An end-to-end network for irregular printed Mongolian recognition	27
Robust page object detection network for heterogeneous document images	23
Optimizing dotted Arabic expiration date recognition with ARABEX: a convolutional autoencoder with bidirectional LSTM and CRNN approach	19
Editorial for special issue on “advanced topics in document analysis and recognition”	17
SemiDocSeg: harnessing semi-supervised learning for document layout analysis	16
Segmentation of text lines using multi-scale CNN from warped printed and handwritten document images	16
Large-scale genealogical information extraction from handwritten Quebec parish records	13
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	11
Cover-based multiple book genre recognition using an improved multimodal network	11
A survey on artificial intelligence-based approaches for personality analysis from handwritten documents	11
Editorial for special issue on “Advanced Topics in Document Analysis and Recognition”	10
Automated systems for diagnosis of dysgraphia in children: a survey and novel framework	9
Historical document image analysis using controlled data for pre-training	9
Open writer identification from offline handwritten signatures by jointing the one-class symbolic data analysis classifier and feature-dissimilarities	9
Unpaired document image denoising for OCR using BiLSTM enhanced CycleGAN	9
A novel normal to tangent line (NTL) algorithm for scale invariant feature extraction for Urdu OCR	9
Document image layout detection from scientific literature using combined ConvNext and cascade mask RCNN networks	8
A novel holistic unconstrained handwritten urdu recognition system using convolutional neural networks	8
Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions	8
Adaptive dewarping of severely warped camera-captured document images based on document map generation	8
Beyond document object detection: instance-level segmentation of complex layouts	8
An end-to-end pipeline for historical censuses processing	8

Perceptual cue-guided adaptive image downscaling for enhanced semantic segmentation on large document images	8
Children age group detection based on human–computer interaction and time series analysis	8
DANIEL: a fast document attention network for information extraction and labelling of handwritten documents	8
Compactnet: a lightweight convolutional neural network for one-shot online signature verification	7
A survey of historical document image datasets	7
BPFormNet: a lightweight block pyramid network for form segmentation and classification	7
A hybrid approach to recognize generic sections in scholarly documents	7
Efficient title text detection using multi-loss	7
Exploring recursive neural networks for compact handwritten text recognition models	7
A brief review of state-of-the-art object detectors on benchmark document images datasets	6
Newspaper elements detection and newspaper pages categorization using CNNs and transformers	5
Approximate ground truth generation for semantic labeling of historical documents with minimal human effort	5
Improving accuracy and explainability of online handwritten character recognition	4
Subword recognition in historical Arabic manuscripts using handcrafted features and deep learning approaches	4
Unsupervised approach to text line extraction in Belfort civil registers of births	4
Parstr: partially autoregressive scene text recognition	4
Generate, transform, and clean: the role of GANs and transformers in palm leaf manuscript generation and enhancement	4
Retrieval-based language model adaptation for handwritten Chinese text recognition	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
Machine learning-based binarization technique of hand-drawn floor plans	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
Bi-VLDoc: bidirectional vision-language modeling for visually-rich document understanding	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	3
SKFont: skeleton-driven Korean font generator with conditional deep adversarial networks	3
Offline handwritten mathematical recognition using adversarial learning and transformers	3
Experimental study of rehearsal-based incremental classification of document streams	3
Evaluating learned feature aggregators for writer retrieval	3
PrecisionGAN: enhanced image-to-image translation for preserving structural integrity in skeletonized images	3
Attribute-based document image retrieval	3
TextTriangle: an end-to-end textspotter with piecewise linear alignment	3
Detecting and recognizing characters in Greek papyri with YOLOv8, DeiT and SimCLR	3
Chinese text recognition enhanced by glyph and character semantic information	3
YOLO-table: disclosure document table detection with involution	2
A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR	2
Datasets and annotations for layout analysis of scientific articles	2
Oracle character recognition using universal inverted bottleneck and inverse image frequency	2
DocXclassifier: towards a robust and interpretable deep neural network for document image classification	2
Open writer identification from handwritten text fragments using lite convolutional neural network	2
Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping	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
Redacted text detection using neural image segmentation methods	2
International journal on document analysis and recognition editorial leadership change	2
Asking questions on handwritten document collections	2
VertexNet: a table structure recognition model based on key points for complex scenes	2
Revealing a history: palimpsest text separation with generative networks	2
CarveNet: a channel-wise attention-based network for irregular scene text recognition	2

Scrambled text: fine-tuning language models for OCR error correction using synthetic data	2
Printed Ottoman text recognition using synthetic data and data augmentation	2
Automatic floor plan analysis using a boundary attention-based deep network	2
TextPolar: irregular scene text detection using polar representation	2
Review of chart image detection and classification	2