SOTAVerified

Text Detection

Detecting the text in the image and localise it using a bounding box. The text can be in any shape and size. We need to localise all such instances of text in the entire image along with bounding box for each word.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–425 of 595 papers

TitleStatusHype
Boosting up Scene Text Detectors with Guided CNN—0
CM-Net: Concentric Mask based Arbitrary-Shaped Text Detection—0
Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text—0
BPDO:Boundary Points Dynamic Optimization for Arbitrary Shape Scene Text Detection—0
Building Large Corpora from the Web Using a New Efficient Tool Chain—0
BusiNet -- a Light and Fast Text Detection Network for Business Documents—0
Can AI Assistance Aid in the Grading of Handwritten Answer Sheets?—0
Canny Text Detector: Fast and Robust Scene Text Localization Algorithm—0
Can Visual Language Models Replace OCR-Based Visual Question Answering Pipelines in Production? A Case Study in Retail—0
Characterness: An Indicator of Text in the Wild—0
Character Proposal Network for Robust Text Extraction—0
Character Region Attention For Text Spotting—0
Char-SAM: Turning Segment Anything Model into Scene Text Segmentation Annotator with Character-level Visual Prompts—0
ChartEye: A Deep Learning Framework for Chart Information Extraction—0
CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media—0
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation—0
Collaborative Evaluation of Deepfake Text with Deliberation-Enhancing Dialogue Systems—0
Combining Shallow and Deep Learning for Aggressive Text Detection—0
Comprehensive Benchmark Datasets for Amharic Scene Text Detection and Recognition—0
Comprehensive Studies for Arbitrary-shape Scene Text Detection—0
Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection—0
Context-Free TextSpotter for Real-Time and Mobile End-to-End Text Detection and Recognition—0
Contextual Text Block Detection towards Scene Text Understanding—0
Contextual Text Detection—0
ConvNLP: Image-based AI Text Detection—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ContourNet [69]Precision86.99—Unverified
2DRRG [72]Precision83.87—Unverified
3PSENet [67]Precision78.11—Unverified
4EAST [75]Precision71.48—Unverified
5EASTPrecision70.43—Unverified