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 426–450 of 595 papers

TitleStatusHype
PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional NetworksCode1
ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text DetectionCode1
UnrealText: Synthesizing Realistic Scene Text Images from the Unreal WorldCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
ReLaText: Exploiting Visual Relationships for Arbitrary-Shaped Scene Text Detection with Graph Convolutional Networks—0
DGST : Discriminator Guided Scene Text detector—0
PuzzleNet: Scene Text Detection by Segment Context Graph Learning—0
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve NetworkCode1
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting—0
Scale-Invariant Multi-Oriented Text Detection in Wild Scene Images—0
Efficient Scene Text Detection with Textual Attention Tower—0
DDI-100: Dataset for Text Detection and RecognitionCode0
Oriented Objects as pairs of Middle Lines—0
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text DetectionCode1
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
Gliding vertex on the horizontal bounding box for multi-oriented object detection—0
All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting—0
Real-time Scene Text Detection with Differentiable BinarizationCode2
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
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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