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 401–450 of 595 papers

TitleStatusHype
Unconstrained Text Detection in Manga: a New Dataset and BaselineCode1
One-shot Text Field Labeling using Attention and Belief Propagation for Structure Information ExtractionCode1
Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the WildCode1
Scene Text Detection with Selected Anchor—0
Robust Handwriting Recognition with Limited and Noisy Data—0
TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text DetectionCode1
AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text SpottingCode1
Sequential Deformation for Accurate Scene Text Detection—0
TweepFake: about Detecting Deepfake TweetsCode1
Character Region Attention For Text Spotting—0
FC2RN: A Fully Convolutional Corner Refinement Network for Accurate Multi-Oriented Scene Text Detection—0
Text Detection on Roughly Placed Books by Leveraging a Learning-based Model Trained with Another Domain Data—0
Lyric Video Analysis Using Text Detection and Tracking—0
CLEval: Character-Level Evaluation for Text Detection and Recognition TasksCode1
Text Detection and Recognition in the Wild: A ReviewCode0
Learning Robust Feature Representations for Scene Text Detection—0
A New Unified Method for Detecting Text from Marathon Runners and Sports Players in Video—0
NENET: An Edge Learnable Network for Link Prediction in Scene Text—0
Self-Training for Domain Adaptive Scene Text Detection—0
RoadText-1K: Text Detection & Recognition Dataset for Driving Videos—0
TextFuseNet: Scene Text Detection with Richer Fused FeaturesCode1
Deep Learning Based Vehicle Tracking System Using License Plate Detection And Recognition—0
All you need is a second look: Towards Tighter Arbitrary shape text detection—0
Location-Aware Feature Selection Text Detection Network—0
Image Processing Based Scene-Text Detection and Recognition with Tesseract—0
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