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 2021-04-01 to 2025-04-01.)

Article	Citations
Advances in handwriting recognition	30
IAMonSense: multi-level handwriting classification using spatiotemporal information	28
Conv-transformer architecture for unconstrained off-line Urdu handwriting recognition	24
DocXclassifier: towards a robust and interpretable deep neural network for document image classification	23
Classification of incunable glyphs and out-of-distribution detection with joint energy-based models	17
CNN-based segmentation of speech balloons and narrative text boxes from comic book page images	16
An accurate approach to real-time machine-readable zone detection with mobile devices	15
Optimizing dotted Arabic expiration date recognition with ARABEX: a convolutional autoencoder with bidirectional LSTM and CRNN approach	15
Chinese text recognition enhanced by glyph and character semantic information	13
Beyond document object detection: instance-level segmentation of complex layouts	13
Experimental study of rehearsal-based incremental classification of document streams	12
VertexNet: a table structure recognition model based on key points for complex scenes	11
Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping	11
An end-to-end network for irregular printed Mongolian recognition	10
Revealing a history: palimpsest text separation with generative networks	10
TextPolar: irregular scene text detection using polar representation	9
Detecting and recognizing characters in Greek papyri with YOLOv8, DeiT and SimCLR	9
Asking questions on handwritten document collections	9
Arbitrary-shaped scene text detection with keypoint-based shape representation	9
International journal on document analysis and recognition editorial leadership change	8
Robust page object detection network for heterogeneous document images	8
Machine learning-based binarization technique of hand-drawn floor plans	8
Bi-VLDoc: bidirectional vision-language modeling for visually-rich document understanding	8
Domain adaptation for staff-region retrieval of music score images	8
Large-scale genealogical information extraction from handwritten Quebec parish records	8

Open writer identification from handwritten text fragments using lite convolutional neural network	8
Analyzing the potential of active learning for document image classification	7
Table image dewarping with key element segmentation	7
Scene handwritten text erasure based on multi-scale feature fusion	7
Editorial for special issue on “advanced topics in document analysis and recognition”	7
Pho(SC)-CTC—a hybrid approach towards zero-shot word image recognition	7
Towards reduced-complexity scene text recognition (RCSTR) through a novel salient feature selection	7
Chart classification: a survey and benchmarking of different state-of-the-art methods	7
Background grid extraction from historical hand-drawn cadastral maps	6
Correction to: Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions	6
Robust text line detection in historical documents: learning and evaluation methods	6
Self-training for handwritten word recognition and retrieval	6
Feature learning and encoding for multi-script writer identification	5
Hand-drawn cadastral map parsing, stitching and assembly via jigsaw puzzles	5
Cover-based multiple book genre recognition using an improved multimodal network	4
Sequence-aware multimodal page classification of Brazilian legal documents	4
Line extraction in handwritten documents via instance segmentation	4
End-to-end semi-supervised approach with modulated object queries for table detection in documents	4
SemiDocSeg: harnessing semi-supervised learning for document layout analysis	4
Evaluating learned feature aggregators for writer retrieval	4
Deep learning approaches for information extraction from visually rich documents: datasets, challenges and methods	4
Segmentation of text lines using multi-scale CNN from warped printed and handwritten document images	4
Am I readable? Transfer learning based document image rectification	3
Segmentation for document layout analysis: not dead yet	3
Attention-based multiple siamese networks with primary representation guiding for offline signature verification	3
SKFont: skeleton-driven Korean font generator with conditional deep adversarial networks	3
EAML: ensemble self-attention-based mutual learning network for document image classification	3
A 3D scanning based image processing technique for measuring the sequence of intersecting lines	3
Editorial for special issue on “advanced topics in document analysis and recognition”	3
Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions	3
ChemScraper: leveraging PDF graphics instructions for molecular diagram parsing	3
A survey of historical document image datasets	3
Refocus attention span networks for handwriting line recognition	2
Correction to: Radical-based extract and recognition networks for Oracle character recognition	2
Attribute-based document image retrieval	2
Online handwriting trajectory reconstruction from kinematic sensors using temporal convolutional network	2
DANIEL: a fast document attention network for information extraction and labelling of handwritten documents	2
A hybrid approach to recognize generic sections in scholarly documents	2
Scheme for palimpsests reconstruction using synthesized dataset	2
A survey on artificial intelligence-based approaches for personality analysis from handwritten documents	2
Deep learning for graphics recognition: document understanding and beyond	2
Handwritten stenography recognition and the LION dataset	2
Towards fully automated processing and analysis of construction diagrams: AI-powered symbol detection	2
In-domain versus out-of-domain transfer learning for document layout analysis	2
On the improvement of handwritten text line recognition with octave convolutional recurrent neural networks	2
Editorial for special issue on “Advanced Topics in Document Analysis and Recognition”	2
LSTM-based Siamese neural network for Urdu news story segmentation	2
Scene text recognition: an Indic perspective	2
Trajectory-based recognition of in-air handwritten Assamese words using a hybrid classifier network	2
Printed Ottoman text recognition using synthetic data and data augmentation	2

Efficient title text detection using multi-loss	2
PrecisionGAN: enhanced image-to-image translation for preserving structural integrity in skeletonized images	2
The image and ground truth dataset of Mongolian movable-type newspapers for text recognition	2