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 376–400 of 595 papers

TitleStatusHype
Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer—0
Weakly Supervised Scene Text Detection using Deep Reinforcement LearningCode0
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
Distantly Supervised Semantic Text Detection and Recognition for Broadcast Sports Videos Understanding—0
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
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
MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding—0
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
ICDAR 2021 Competition on Scene Video Text Spotting—0
Comprehensive Studies for Arbitrary-shape Scene Text Detection—0
Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem—0
Bidirectional Regression for Arbitrary-Shaped Text Detection—0
All You Need is a Second Look: Towards Arbitrary-Shaped Text Detection—0
Semantic-Aware Video Text Detection—0
Progressive Contour Regression for Arbitrary-Shape Scene Text DetectionCode0
Context-Free TextSpotter for Real-Time and Mobile End-to-End Text Detection and Recognition—0
DUET: Detection Utilizing Enhancement for Text in Scanned or Captured Documents—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