SOTAVerified

Optical Character Recognition (OCR)

Optical Character Recognition or Optical Character Reader (OCR) is the electronic or mechanical conversion of images of typed, handwritten or printed text into machine-encoded text, whether from a scanned document, a photo of a document, a scene-photo (for example the text on signs and billboards in a landscape photo, license plates in cars...) or from subtitle text superimposed on an image (for example: from a television broadcast)

Papers

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Showing 601–650 of 1209 papers

TitleStatusHype
DEVICE: DEpth and VIsual ConcEpts Aware Transformer for TextCaps—0
Noisy Parallel Data AlignmentCode0
On the feasibility of attacking Thai LPR systems with adversarial examples—0
Improving Inference Performance of Machine Learning with the Divide-and-Conquer Principle—0
Semantic rule Web-based Diagnosis and Treatment of Vector-Borne Diseases using SWRL rules—0
Bengali Handwritten Digit Recognition using CNN with Explainable AI—0
Transferring General Multimodal Pretrained Models to Text Recognition—0
Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document UnderstandingCode0
Towards Robust Handwritten Text Recognition with On-the-fly User Participation—0
SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering—0
Geometric Rectification of Creased Document Images based on Isometric Mapping—0
LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing ImagesCode0
Extending TrOCR for Text Localization-Free OCR of Full-Page Scanned Receipt Images—0
PACMAN: a framework for pulse oximeter digit detection and reading in a low-resource setting—0
OCR-RTPS: An OCR-based real-time positioning system for the valet parking—0
Information Retrieval from the Digitized Books—0
Chart-RCNN: Efficient Line Chart Data Extraction from Camera Images—0
Look, Read and Ask: Learning to Ask Questions by Reading Text in Images—0
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation—0
Text-Aware Dual Routing Network for Visual Question Answering—0
ChartParser: Automatic Chart Parsing for Print-Impaired—0
Efficient few-shot learning for pixel-precise handwritten document layout analysis—0
A Late Multi-Modal Fusion Model for Detecting Hybrid Spam E-mail—0
MenuAI: Restaurant Food Recommendation System via a Transformer-based Deep Learning Model—0
Key Information Extraction in Purchase Documents using Deep Learning and Rule-based Corrections—0
EraseNet: A Recurrent Residual Network for Supervised Document Cleaning—0
Chandojnanam: A Sanskrit Meter Identification and Utilization SystemCode0
Synthesizing Annotated Image and Video Data Using a Rendering-Based Pipeline for Improved License Plate Recognition—0
3D Rendering Framework for Data Augmentation in Optical Character Recognition—0
Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering—0
Out-of-Vocabulary Challenge Report—0
Document Image Binarization in JPEG Compressed Domain using Dual Discriminator Generative Adversarial Networks—0
Computer vision based vehicle tracking as a complementary and scalable approach to RFID tagging—0
OCR for TIFF Compressed Document Images Directly in Compressed Domain Using Text segmentation and Hidden Markov Model—0
PreSTU: Pre-Training for Scene-Text Understanding—0
Levenshtein OCRCode0
Multi-Granularity Prediction for Scene Text RecognitionCode0
A Masked Bounding-Box Selection Based ResNet Predictor for Text Rotation Prediction—0
You’ve translated it, now what?—0
A Black-Box Attack on Optical Character Recognition Systems—0
An Energy Activity Dataset for Smart Homes—0
Effectiveness of Mining Audio and Text Pairs from Public Data for Improving ASR Systems for Low-Resource Languages—0
AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational ApplicationsCode0
Visual Subtitle Feature Enhanced Video Outline Generation—0
An End-to-End OCR Framework for Robust Arabic-Handwriting Recognition using a Novel Transformers-based Model and an Innovative 270 Million-Words Multi-Font Corpus of Classical Arabic with Diacritics—0
To show or not to show: Redacting sensitive text from videos of electronic displays—0
Character decomposition to resolve class imbalance problem in Hangul OCRCode0
Information Extraction from Scanned Invoice Images using Text Analysis and Layout Features—0
Optimal Boxes: Boosting End-to-End Scene Text Recognition by Adjusting Annotated Bounding Boxes via Reinforcement Learning—0
DavarOCR: A Toolbox for OCR and Multi-Modal Document Understanding—0
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All datasetsBenchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical StudyVideoDB's OCR Benchmark Public CollectionFSNS - TestI2L-140KSUTim2latex-100k

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DTrOCRAccuracy (%)89.6—Unverified
2DTrOCR 105MAccuracy (%)89.6—Unverified
3MaskOCR-LAccuracy (%)82.6—Unverified
4TransOCRAccuracy (%)72.8—Unverified
5SRNAccuracy (%)65—Unverified
6MORANAccuracy (%)64.3—Unverified
7SEEDAccuracy (%)61.2—Unverified
#ModelMetricClaimedVerifiedStatus
1GPT-4oAverage Accuracy76.22—Unverified
2Gemini-1.5 ProAverage Accuracy76.13—Unverified
3Claude-3 SonnetAverage Accuracy67.71—Unverified
4RapidOCRAverage Accuracy56.98—Unverified
5EasyOCRAverage Accuracy49.3—Unverified
#ModelMetricClaimedVerifiedStatus
1STREETSequence error27.54—Unverified
2SEESequence error22—Unverified
3AttentionOCR_Inception-resnet-v2_LocationSequence error15.8—Unverified
#ModelMetricClaimedVerifiedStatus
1I2L-NOPOOLBLEU89.09—Unverified
2I2L-STRIPSBLEU89—Unverified
#ModelMetricClaimedVerifiedStatus
1TesseractCharacter Error Rate (CER)0.08—Unverified
2EasyOCRCharacter Error Rate (CER)0.07—Unverified
#ModelMetricClaimedVerifiedStatus
1I2L-STRIPSBLEU88.86—Unverified