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

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Showing 451–475 of 595 papers

TitleStatusHype
A Neural Model for Text Localization, Transcription and Named Entity Recognition in Full PagesCode0
A Feasible Framework for Arbitrary-Shaped Scene Text RecognitionCode0
Enhancing Cross-task Black-Box Transferability of Adversarial Examples with Dispersion ReductionCode0
All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting—0
Gliding vertex on the horizontal bounding box for multi-oriented object detection—0
Learning to Predict More Accurate Text Instances for Scene Text Detection—0
A method for detecting text of arbitrary shapes in natural scenes that improves text spotting—0
Convolutional Character NetworksCode0
Rosetta: Large scale system for text detection and recognition in images—0
TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting—0
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
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
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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