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 451–500 of 595 papers

TitleStatusHype
ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling -- RRC-LSVTCode1
STELA: A Real-Time Scene Text Detector with Learned AnchorCode0
ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT)Code0
Running Event Visualization using Videos from Multiple Cameras—0
Geometry Normalization Networks for Accurate Scene Text DetectionCode0
Curved Text Detection in Natural Scene Images with Semi- and Weakly-Supervised Learning—0
Towards Unconstrained End-to-End Text Spotting—0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
An End-to-end Video Text Detector with Online Tracking—0
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation NetworkCode1
FaSTExt: Fast and Small Text Extractor—0
It's All About The Scale -- Efficient Text Detection Using Adaptive Scaling—0
GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition—0
SynthText3D: Synthesizing Scene Text Images from 3D Virtual WorldsCode0
RFBTD: RFB Text Detector—0
TedEval: A Fair Evaluation Metric for Scene Text DetectorsCode0
Semi-Bagging Based Deep Neural Architecture to Extract Text from High Entropy Images—0
ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition -- RRC-MLT-2019—0
Towards End-to-End Text Spotting in Natural Scenes—0
Omnidirectional Scene Text Detection with Sequential-free Box DiscretizationCode1
Selective Style Transfer for TextCode0
Learning Shape-Aware Embedding for Scene Text Detection—0
Deep Learning Approach for Receipt Recognition—0
FUNSD: A Dataset for Form Understanding in Noisy Scanned DocumentsCode1
Arbitrary Shape Scene Text Detection with Adaptive Text Region Representation—0
Predictive Ensemble Learning with Application to Scene Text Detection—0
TextCohesion: Detecting Text for Arbitrary Shapes—0
Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes—0
Character Region Awareness for Text DetectionCode4
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation—0
Shape Robust Text Detection with Progressive Scale Expansion NetworkCode1
Pyramid Mask Text DetectorCode0
Tightness-aware Evaluation Protocol for Scene Text DetectionCode0
ShopSign: a Diverse Scene Text Dataset of Chinese Shop Signs in Street ViewsCode0
Detecting Curve Text with Local Segmentation Network and Curve Connection—0
Towards Robust Curve Text Detection with Conditional Spatial Expansion—0
MTRNet: A Generic Scene Text EraserCode0
You Only Recognize Once: Towards Fast Video Text Spotting—0
Scene Text Synthesis for Efficient and Effective Deep Network Training—0
SAML-QC: a Stochastic Assessment and Machine Learning based QC technique for Industrial Printing—0
MSR: Multi-Scale Shape Regression for Scene Text Detection—0
Detecting Text in the Wild with Deep Character Embedding Network—0
TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network—0
Advances of Scene Text Datasets—0
Reading Industrial Inspection Sheets by Inferring Visual Relations—0
TextField: Learning A Deep Direction Field for Irregular Scene Text DetectionCode0
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
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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