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 301–350 of 595 papers

TitleStatusHype
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianCode1
GOF at Arabic Hate Speech 2022: Breaking The Loss Function Convention For Data-Imbalanced Arabic Offensive Text Detection—0
Overcoming Language Disparity in Online Content Classification with Multimodal LearningCode0
TraffSign: Multilingual Traffic Signboard Text Detection and Recognition for Urdu and EnglishCode0
Text Detection & Recognition in the Wild for Robot Localization—0
Arbitrary Shape Text Detection via Boundary TransformerCode2
UNITS: Unsupervised Intermediate Training Stage for Scene Text Detection—0
Text Detection on Technical Drawings for the Digitization of Brown-field Processes—0
Vision-Language Pre-Training for Boosting Scene Text DetectorsCode0
Rethinking Offensive Text Detection as a Multi-Hop Reasoning ProblemCode0
Text Spotting TransformersCode1
Extremely Low-light Image Enhancement with Scene Text RestorationCode0
Few Could Be Better Than All: Feature Sampling and Grouping for Scene Text Detection—0
Towards End-to-End Unified Scene Text Detection and Layout AnalysisCode2
Comprehensive Benchmark Datasets for Amharic Scene Text Detection and Recognition—0
End-to-End Video Text Spotting with TransformerCode1
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionCode2
Unified Line and Paragraph Detection by Graph Convolutional Networks—0
TSR-DSAW: Table Structure Recognition via Deep Spatial Association of Words—0
Kernel Proposal Network for Arbitrary Shape Text DetectionCode1
Real-time Scene Text Detection Based on Global Level and Word Level Features—0
Language Matters: A Weakly Supervised Vision-Language Pre-training Approach for Scene Text Detection and Spotting—0
DiT: Self-supervised Pre-training for Document Image TransformerCode1
Arbitrary Shape Text Detection using Transformers—0
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale FusionCode7
Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer—0
Weakly Supervised Scene Text Detection using Deep Reinforcement LearningCode0
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
SPTS: Single-Point Text SpottingCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection—0
Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection—0
StrokeNet: Stroke Assisted and Hierarchical Graph Reasoning Networks—0
Adaptive Shrink-Mask for Text Detection—0
Offensive Text Detection Across Languages and Datasets Using Rule-based and Hybrid Methods—0
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel RepresentationCode1
Distantly Supervised Semantic Text Detection and Recognition for Broadcast Sports Videos Understanding—0
TPSNet: Reverse Thinking of Thin Plate Splines for Arbitrary Shape Scene Text RepresentationCode1
Industrial Scene Text Detection with Refined Feature-attentive NetworkCode1
ARTS: Eliminating Inconsistency between Text Detection and Recognition with Auto-Rectification Text Spotter—0
On Exploring and Improving Robustness of Scene Text Detection ModelsCode0
Contextual Text Detection—0
Urdu text in natural scene images: a new dataset and preliminary text detection—0
Artificial Text Detection via Examining the Topology of Attention MapsCode1
Which and Where to Focus: A Simple yet Accurate Framework for Arbitrary-Shaped Nearby Text Detection in Scene Images—0
Mask is All You Need: Rethinking Mask R-CNN for Dense and Arbitrary-Shaped Scene Text Detection—0
Text-Aware Single Image Specular Highlight RemovalCode1
MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding—0
I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text DetectionCode1
IIITH at SemEval-2021 Task 7: Leveraging transformer-based humourous and offensive text detection architectures using lexical and hurtlex features and task adaptive pretraining—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