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

Showing 501550 of 595 papers

TitleStatusHype
TextMountain: Accurate Scene Text Detection via Instance Segmentation0
Mask R-CNN with Pyramid Attention Network for Scene Text Detection0
Scene Text Detection with Supervised Pyramid Context NetworkCode0
A Novel Integrated Framework for Learning both Text Detection and Recognition0
Improving Rotated Text Detection with Rotation Region Proposal Networks0
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector0
Scene Text Detection and Recognition: The Deep Learning EraCode0
Using PPM for Health Related Text Detection0
Correlation Propagation Networks for Scene Text Detection0
Scene Text Recognition from Two-Dimensional Perspective0
TextContourNet: a Flexible and Effective Framework for Improving Scene Text Detection Architecture with a Multi-task Cascade0
Start, Follow, Read: End-to-End Full-Page Handwriting RecognitionCode0
Using Object Information for Spotting Text0
How do Convolutional Neural Networks Learn Design?0
Combining Shallow and Deep Learning for Aggressive Text Detection0
Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping0
Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
A Single Shot Text Detector with Scale-adaptive Anchors0
TextSnake: A Flexible Representation for Detecting Text of Arbitrary ShapesCode0
Offline Extraction of Indic Regional Language from Natural Scene Image using Text Segmentation and Deep Convolutional Sequence0
Geometry-Aware Scene Text Detection With Instance Transformation Network0
Learning Markov Clustering Networks for Scene Text Detection0
Boosting up Scene Text Detectors with Guided CNN0
IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection0
Extracting textual overlays from social media videos using neural networks0
An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches0
Large Scale Scene Text Verification with Guided Attention0
End-to-End Saliency Mapping via Probability Distribution PredictionCode0
Text Detection and Recognition in images: A survey0
Rotation-Sensitive Regression for Oriented Scene Text Detection0
An end-to-end TextSpotter with Explicit Alignment and AttentionCode0
Multi-Oriented Scene Text Detection via Corner Localization and Region SegmentationCode0
Sliding Line Point Regression for Shape Robust Scene Text DetectionCode0
TextBoxes++: A Single-Shot Oriented Scene Text DetectorCode0
FOTS: Fast Oriented Text Spotting with a Unified NetworkCode0
PixelLink: Detecting Scene Text via Instance SegmentationCode0
SEE: Towards Semi-SupervisedEnd-to-End Scene Text Recognition0
SEE: Towards Semi-Supervised End-to-End Scene Text RecognitionCode0
Detecting Curve Text in the Wild: New Dataset and New SolutionCode0
Enhanced Characterness for Text Detection in the Wild0
ArbiText: Arbitrary-Oriented Text Detection in Unconstrained Scene0
Feature Enhancement Network: A Refined Scene Text Detector0
Deep Residual Text Detection Network for Scene Text0
Total-Text: A Comprehensive Dataset for Scene Text Detection and RecognitionCode0
WeText: Scene Text Detection under Weak Supervision0
Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework0
Self-Organized Text Detection With Minimal Post-Processing via Border LearningCode0
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection0
Exploring Geometric Property Thresholds For Filtering Non-Text Regions In A Connected Component Based Text Detection Application0
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Benchmark Results

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