ICDAR 2015.

From paper: Convolutional Character Networks

From paper: Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection

EK-Net (Expand Kernel Network), arXiv Jan 2024. ResNet-18 backbone at 35.42 FPS. arxiv:2401.11704.

From paper: FOTS: Fast Oriented Text Spotting with a Unified Network

From paper: Real-time Scene Text Detection with Differentiable Binarization

From paper: Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes

From paper: Convolutional Character Networks

From paper: Pyramid Mask Text Detector

From paper: Convolutional Character Networks

From paper: FOTS: Fast Oriented Text Spotting with a Unified Network

From paper: Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

From paper: Convolutional Character Networks

From paper: Geometry Normalization Networks for Accurate Scene Text Detection

TESTR (Text Spotting Transformers), CVPR 2022. Detection-only F-measure on ICDAR 2015 test set without lexicon. arxiv:2204.01918.

From paper: Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

From paper: Convolutional Character Networks

From paper: Character Region Awareness for Text Detection

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Convolutional Character Networks

From paper: Detecting Multi-Oriented Text with Corner-based Region Proposals

From paper: Scene Text Detection with Supervised Pyramid Context Network

From paper: Fused Text Segmentation Networks for Multi-oriented Scene Text Detection

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: TextBoxes++: A Single-Shot Oriented Scene Text Detector

From paper: Shape Robust Text Detection with Progressive Scale Expansion Network

From paper: A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: PixelLink: Detecting Scene Text via Instance Segmentation

From paper: TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes

From paper: Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

From paper: Mask R-CNN with Pyramid Attention Network for Scene Text Detection

From paper: Convolutional Character Networks

From paper: Convolutional Character Networks

From paper: Convolutional Character Networks

From paper: Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection

From paper: Convolutional Character Networks

FreeReal with DBNet backbone, ECCV 2024. Bridging synthetic and real worlds for pre-training. Achieves 90.0% F-measure on IC15. arxiv:2312.05286.

TESTR (Text Spotting Transformers), CVPR 2022. Detection-only F-measure on ICDAR 2015 test set without lexicon. arxiv:2204.01918.

From paper: FOTS: Fast Oriented Text Spotting with a Unified Network

From paper: Convolutional Character Networks

From paper: Convolutional Character Networks

From paper: Pyramid Mask Text Detector

From paper: Geometry Normalization Networks for Accurate Scene Text Detection

From paper: FOTS: Fast Oriented Text Spotting with a Unified Network

From paper: Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

From paper: Real-time Scene Text Detection with Differentiable Binarization

From paper: Scene Text Detection with Supervised Pyramid Context Network

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning

From paper: Character Region Awareness for Text Detection

EK-Net++ improves EK-Net with Epoch Adaptive Weight algorithm. Expert Systems with Applications 2024.

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes

EK-Net (Expand Kernel Network), arXiv Jan 2024. ResNet-18 backbone at 35.42 FPS. arxiv:2401.11704.

From paper: Shape Robust Text Detection with Progressive Scale Expansion Network

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Detecting Multi-Oriented Text with Corner-based Region Proposals

From paper: PixelLink: Detecting Scene Text via Instance Segmentation

From paper: Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

From paper: Fused Text Segmentation Networks for Multi-oriented Scene Text Detection

From paper: TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes

From paper: TextFuseNet: Scene Text Detection with Richer Fused Features

From paper: Convolutional Character Networks

From paper: Convolutional Character Networks

TESTR (Text Spotting Transformers), CVPR 2022. Detection-only F-measure on ICDAR 2015 test set without lexicon. arxiv:2204.01918.

From paper: Convolutional Character Networks

From paper: Convolutional Character Networks

From paper: Convolutional Character Networks

From paper: Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection

From paper: FOTS: Fast Oriented Text Spotting with a Unified Network

From paper: Pyramid Mask Text Detector

From paper: A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning

From paper: Geometry Normalization Networks for Accurate Scene Text Detection

From paper: Scene Text Detection with Supervised Pyramid Context Network

From paper: FOTS: Fast Oriented Text Spotting with a Unified Network

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Shape Robust Text Detection with Progressive Scale Expansion Network

From paper: Character Region Awareness for Text Detection

From paper: Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

From paper: DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting

From paper: DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting

From paper: DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting

From paper: Single Shot Self-Reliant Scene Text Spotter by Decoupled yet Collaborative Detection and Recognition

From paper: Text Spotting Transformers

From paper: A3S: Adversarial learning of semantic representations for Scene-Text Spotting

From paper: GLASS: Global to Local Attention for Scene-Text Spotting

From paper: SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition

From paper: DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting