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 551–595 of 595 papers

TitleStatusHype
Deep Scene Text Detection with Connected Component Proposals—0
STN-OCR: A single Neural Network for Text Detection and Text RecognitionCode0
Multi-Oriented Text Detection and Verification in Video Frames and Scene Images—0
Towards End-to-end Text Spotting with Convolutional Recurrent Neural Networks—0
Multi-Scale FCN With Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild—0
R2CNN: Rotational Region CNN for Orientation Robust Scene Text DetectionCode0
WordFence: Text Detection in Natural Images with Border Awareness—0
Scene Text Eraser—0
EAST: An Efficient and Accurate Scene Text DetectorCode1
Deep Direct Regression for Multi-Oriented Scene Text Detection—0
Detecting Oriented Text in Natural Images by Linking SegmentsCode0
Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection—0
Arbitrary-Oriented Scene Text Detection via Rotation ProposalsCode0
Smart Library: Identifying Books in a Library using Richly Supervised Deep Scene Text Reading—0
An Image Dataset of Text Patches in Everyday Scenes—0
Automatic text extraction and character segmentation using maximally stable extremal regions—0
Scene Text Detection via Holistic, Multi-Channel Prediction—0
A Text Detection System for Natural Scenes With Convolutional Feature Learning and Cascaded Classification—0
Canny Text Detector: Fast and Robust Scene Text Localization Algorithm—0
DeepText: A Unified Framework for Text Proposal Generation and Text Detection in Natural ImagesCode0
Text Flow: A Unified Text Detection System in Natural Scene Images—0
Synthetic Data for Text Localisation in Natural ImagesCode0
Multi-Oriented Text Detection with Fully Convolutional NetworksCode0
A Novel Scene Text Detection Algorithm Based On Convolutional Neural Network—0
Overlay Text Extraction From TV News Broadcast—0
Accurate Text Localization in Natural Image with Cascaded Convolutional Text NetworkCode0
Text-attentional convolutional neural network for scene text detection—0
A fine-grained approach to scene text script identification—0
Character Proposal Network for Robust Text Extraction—0
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural ImagesCode0
Lost Shopping! Monocular Localization in Large Indoor Spaces—0
Incidental Scene Text Understanding: Recent Progresses on ICDAR 2015 Robust Reading Competition Challenge 4—0
Text-Attentional Convolutional Neural Networks for Scene Text Detection—0
OCR accuracy improvement on document images through a novel pre-processing approach—0
ICDAR 2015 Text Reading in the Wild Competition—0
Symmetry-Based Text Line Detection in Natural Scenes—0
Discrete Wavelet Transform and Gradient Difference based approach for text localization in videos—0
Video Text Localization with an emphasis on Edge Features—0
A Fast Hierarchical Method for Multi-script and Arbitrary Oriented Scene Text Extraction—0
Strokelets: A Learned Multi-Scale Representation for Scene Text Recognition—0
Modelling Observation Correlations for Active Exploration and Robust Object Detection—0
Characterness: An Indicator of Text in the Wild—0
Video Text Localization using Wavelet and Shearlet Transforms—0
Robust Text Detection in Natural Scene Images—0
Building Large Corpora from the Web Using a New Efficient Tool Chain—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