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 501–525 of 595 papers

TitleStatusHype
TextMountain: Accurate Scene Text Detection via Instance Segmentation—0
Mask R-CNN with Pyramid Attention Network for Scene Text Detection—0
Scene Text Detection with Supervised Pyramid Context NetworkCode0
A Novel Integrated Framework for Learning both Text Detection and Recognition—0
Improving Rotated Text Detection with Rotation Region Proposal Networks—0
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector—0
Scene Text Detection and Recognition: The Deep Learning EraCode0
Using PPM for Health Related Text Detection—0
Correlation Propagation Networks for Scene Text Detection—0
Scene Text Recognition from Two-Dimensional Perspective—0
TextContourNet: a Flexible and Effective Framework for Improving Scene Text Detection Architecture with a Multi-task Cascade—0
Start, Follow, Read: End-to-End Full-Page Handwriting RecognitionCode0
Using Object Information for Spotting Text—0
How do Convolutional Neural Networks Learn Design?—0
Combining Shallow and Deep Learning for Aggressive Text Detection—0
Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping—0
Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes—0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
A Single Shot Text Detector with Scale-adaptive Anchors—0
TextSnake: A Flexible Representation for Detecting Text of Arbitrary ShapesCode0
Offline Extraction of Indic Regional Language from Natural Scene Image using Text Segmentation and Deep Convolutional Sequence—0
Geometry-Aware Scene Text Detection With Instance Transformation Network—0
Learning Markov Clustering Networks for Scene Text Detection—0
Boosting up Scene Text Detectors with Guided CNN—0
IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection—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