SOTAVerified

Scene Text Detection

Scene Text Detection is a computer vision task that involves automatically identifying and localizing text within natural images or videos. The goal of scene text detection is to develop algorithms that can robustly detect and and label text with bounding boxes in uncontrolled and complex environments, such as street signs, billboards, or license plates.

Source: ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text Detection

Papers

Showing 101150 of 213 papers

TitleStatusHype
Text Growing on Leaf0
TextMountain: Accurate Scene Text Detection via Instance Segmentation0
TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text0
Text Region Multiple Information Perception Network for Scene Text Detection0
Towards Robust Real-Time Scene Text Detection: From Semantic to Instance Representation Learning0
Towards Spatio-Temporal Video Scene Text Detection via Temporal Clustering0
Towards Unified Multi-granularity Text Detection with Interactive Attention0
Tracking Based Semi-Automatic Annotation for Scene Text Videos0
UNITS: Unsupervised Intermediate Training Stage for Scene Text Detection0
Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes0
WeText: Scene Text Detection under Weak Supervision0
Which and Where to Focus: A Simple yet Accurate Framework for Arbitrary-Shaped Nearby Text Detection in Scene Images0
TextCohesion: Detecting Text for Arbitrary Shapes0
WordSup: Exploiting Word Annotations for Character based Text Detection0
Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping0
Adaptive Adversarial Attack on Scene Text Recognition0
Adaptive Segmentation Network for Scene Text Detection0
Advances of Scene Text Datasets0
Aggregated Text Transformer for Scene Text Detection0
A Human Eye-based Text Color Scheme Generation Method for Image Synthesis0
All you need is a second look: Towards Tighter Arbitrary shape text detection0
All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting0
An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches0
A Novel Scene Text Detection Algorithm Based On Convolutional Neural Network0
Arbitrary Shape Scene Text Detection with Adaptive Text Region Representation0
Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection0
BPDO:Boundary Points Dynamic Optimization for Arbitrary Shape Scene Text Detection0
Canny Text Detector: Fast and Robust Scene Text Localization Algorithm0
Characterness: An Indicator of Text in the Wild0
Character Proposal Network for Robust Text Extraction0
Comprehensive Benchmark Datasets for Amharic Scene Text Detection and Recognition0
Comprehensive Studies for Arbitrary-shape Scene Text Detection0
Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection0
Correlation Propagation Networks for Scene Text Detection0
CPN: Complementary Proposal Network for Unconstrained Text Detection0
CT-Net: Arbitrary-Shaped Text Detection via Contour Transformer0
Deep Direct Regression for Multi-Oriented Scene Text Detection0
Deep Learning Based Vehicle Tracking System Using License Plate Detection And Recognition0
Deep Residual Text Detection Network for Scene Text0
Deep Scene Text Detection with Connected Component Proposals0
Deformable Kernel Expansion Model for Efficient Arbitrary-shaped Scene Text Detection0
Detection and Rectification of Arbitrary Shaped Scene Texts by using Text Keypoints and Links0
DGST : Discriminator Guided Scene Text detector0
Domain Adaptive Scene Text Detection via Subcategorization0
DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection0
Efficient Scene Text Detection with Textual Attention Tower0
EK-Net:Real-time Scene Text Detection with Expand Kernel Distance0
Explicit Relational Reasoning Network for Scene Text Detection0
Explore Faster Localization Learning For Scene Text Detection0
FC2RN: A Fully Convolutional Corner Refinement Network for Accurate Multi-Oriented Scene Text Detection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TextFuseNet (ResNeXt-101)F-Measure92.23Unverified
2CharNet H-88 (multi-scale)F-Measure91.55Unverified
3CharNet H-88 (single-scale)F-Measure90.97Unverified
4CharNet H-50 (multi-scale)F-Measure90.16Unverified
5SBDF-Measure90.1Unverified
6CharNet H-57 (multi-scale)F-Measure90.06Unverified
7FOTS MSF-Measure89.84Unverified
8CharNet H-50 (single-scale)F-Measure89.7Unverified
9CharNet H-57 (single-scale)F-Measure89.66Unverified
10PMTDF-Measure89.33Unverified
#ModelMetricClaimedVerifiedStatus
1MixNetF-Measure90.5Unverified
2SRFormer (ResNet-50)F-Measure90Unverified
3DPText-DETR (ResNet-50)F-Measure89Unverified
4TextFuseNet (ResNeXt-101)F-Measure87.5Unverified
5FAST-B-800F-Measure87.5Unverified
6I3CL + SSL(ResNet-50)F-Measure86.9Unverified
7CharNet H-88 (multi-scale)F-Measure86.5Unverified
8FAST-B-640F-Measure86.4Unverified
9DBNet++ (ResNet-50) (800)F-Measure86Unverified
10FAST-B-512F-Measure85.8Unverified
#ModelMetricClaimedVerifiedStatus
1MixNetF-Measure89.4Unverified
2FAST-B-736F-Measure87.3Unverified
3DBNet++ (ResNet-50) (736)F-Measure87.2Unverified
4FAST-S-736F-Measure86.4Unverified
5DBNet++ (ResNet-18) (736)F-Measure85.1Unverified
6DB-ResNet-50 (736)F-Measure84.9Unverified
7FAST-T-736F-Measure84.9Unverified
8FAST-T-512F-Measure84.5Unverified
9PANF-Measure84.1Unverified
10CRAFTF-Measure82.9Unverified
#ModelMetricClaimedVerifiedStatus
1MixNetF-Measure89.8Unverified
2SRFormer (ResNet-50)F-Measure89.6Unverified
3DPText-DETR (ResNet50)F-Measure88.8Unverified
4TextFuseNet (ResNeXt-101)F-Measure87.4Unverified
5I3CL + SSLF-Measure86.5Unverified
6PANF-Measure85Unverified
7FAST-B-640F-Measure84.2Unverified
8PAN-640F-Measure83.7Unverified
9CRAFTF-Measure83.5Unverified
10DB-ResNet50 (1024)F-Measure83.4Unverified
#ModelMetricClaimedVerifiedStatus
1CRAFTPrecision97.4Unverified
2TextFuseNet (ResNeXt-101)F-Measure94.61Unverified
3SPCNETF-Measure92.1Unverified
4Mask TextSpotterF-Measure91.7Unverified
5WordSup (VGG16-synth-icdar)F-Measure90.34Unverified
6STN-OCRF-Measure90.3Unverified
7PixelLink+VGG16 2s MSF-Measure88.1Unverified
8TextBoxes++_MSF-Measure88Unverified
9Corner Localization (multi-scale)F-Measure88Unverified
10Corner-based Region ProposalsF-Measure87.6Unverified
#ModelMetricClaimedVerifiedStatus
1PMTD*Precision84.42Unverified
2Corner Localization (single-scale)Precision83.8Unverified
3SBDPrecision82.75Unverified
4FOTS MSPrecision81.86Unverified
5CharNet H-88Precision81.27Unverified
6FOTSPrecision80.95Unverified
7CRAFTPrecision80.6Unverified
8SPCNETPrecision80.6Unverified
9PANPrecision80Unverified
10GNNetsPrecision79.63Unverified
#ModelMetricClaimedVerifiedStatus
1Corner-based Region ProposalsF-Measure59.1Unverified
2TextBoxes++_MSF-Measure58.72Unverified
3EAST + VGG16F-Measure39.45Unverified
4SSTDF-Measure37Unverified
5WordSup (VGG16-synth-coco)F-Measure36.8Unverified
6Yao et al.F-Measure33.31Unverified
#ModelMetricClaimedVerifiedStatus
1MixNetH-Mean79.7Unverified
2SRFormer (ResNet-50)H-Mean79.3Unverified
3TextFuseNet (ResNeXt-101)H-Mean78.6Unverified
4DPText-DETR (ResNet-50)H-Mean78.1Unverified
#ModelMetricClaimedVerifiedStatus
1BDNF-Measure93.36Unverified