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 501–550 of 595 papers

TitleStatusHype
TextMountain: Accurate Scene Text Detection via Instance Segmentation—0
Mask R-CNN with Pyramid Attention Network for Scene Text Detection—0
Scene Text Detection with Supervised Pyramid Context NetworkCode0
A Novel Integrated Framework for Learning both Text Detection and Recognition—0
Improving Rotated Text Detection with Rotation Region Proposal Networks—0
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector—0
Scene Text Detection and Recognition: The Deep Learning EraCode0
Using PPM for Health Related Text Detection—0
Correlation Propagation Networks for Scene Text Detection—0
Scene Text Recognition from Two-Dimensional Perspective—0
TextContourNet: a Flexible and Effective Framework for Improving Scene Text Detection Architecture with a Multi-task Cascade—0
Start, Follow, Read: End-to-End Full-Page Handwriting RecognitionCode0
Using Object Information for Spotting Text—0
How do Convolutional Neural Networks Learn Design?—0
Combining Shallow and Deep Learning for Aggressive Text Detection—0
Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping—0
Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes—0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
A Single Shot Text Detector with Scale-adaptive Anchors—0
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 Sequence—0
Geometry-Aware Scene Text Detection With Instance Transformation Network—0
Learning Markov Clustering Networks for Scene Text Detection—0
Boosting up Scene Text Detectors with Guided CNN—0
IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection—0
Extracting textual overlays from social media videos using neural networks—0
An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches—0
Large Scale Scene Text Verification with Guided Attention—0
End-to-End Saliency Mapping via Probability Distribution PredictionCode0
Text Detection and Recognition in images: A survey—0
Rotation-Sensitive Regression for Oriented Scene Text Detection—0
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 Recognition—0
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 Wild—0
ArbiText: Arbitrary-Oriented Text Detection in Unconstrained Scene—0
Feature Enhancement Network: A Refined Scene Text Detector—0
Deep Residual Text Detection Network for Scene Text—0
Total-Text: A Comprehensive Dataset for Scene Text Detection and RecognitionCode0
WeText: Scene Text Detection under Weak Supervision—0
Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework—0
Self-Organized Text Detection With Minimal Post-Processing via Border LearningCode0
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection—0
Exploring Geometric Property Thresholds For Filtering Non-Text Regions In A Connected Component Based Text Detection Application—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