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 101–125 of 595 papers

TitleStatusHype
Dictionary-Guided Scene Text RecognitionCode1
Self-Attention Based Text Knowledge Mining for Text DetectionCode1
Implicit Feature Alignment: Learn to Convert Text Recognizer to Text SpotterCode1
PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and BeyondCode1
PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped TextCode1
Stroke-Based Scene Text Erasing Using Synthetic Data for TrainingCode1
Fourier Contour Embedding for Arbitrary-Shaped Text DetectionCode1
Scene Text Retrieval via Joint Text Detection and Similarity LearningCode1
A Multiplexed Network for End-to-End, Multilingual OCRCode1
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel SolutionCode1
Polygon-free: Unconstrained Scene Text Detection with Box AnnotationsCode1
Unconstrained Text Detection in MangaCode1
RRPN++: Guidance Towards More Accurate Scene Text DetectionCode1
One-shot Text Field Labeling using Attention and Belief Propagation for Structure Information ExtractionCode1
Unconstrained Text Detection in Manga: a New Dataset and BaselineCode1
Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the WildCode1
TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text DetectionCode1
AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text SpottingCode1
TweepFake: about Detecting Deepfake TweetsCode1
CLEval: Character-Level Evaluation for Text Detection and Recognition TasksCode1
TextFuseNet: Scene Text Detection with Richer Fused FeaturesCode1
PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional NetworksCode1
ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text DetectionCode1
UnrealText: Synthesizing Realistic Scene Text Images from the Unreal WorldCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
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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