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 171–180 of 595 papers

Title	Date	Tasks	Status	Score
End-to-End Saliency Mapping via Probability Distribution Prediction	Apr 5, 2018	Saliency PredictionText Detection	CodeCode Available	5
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation	Feb 25, 2018	Multi-Oriented Scene Text Detectionobject-detection	CodeCode Available	5
Multi-Oriented Text Detection with Fully Convolutional Networks	Apr 14, 2016	Scene Text DetectionText Detection	CodeCode Available	5
On Exploring and Improving Robustness of Scene Text Detection Models	Oct 12, 2021	Region ProposalScene Text Detection	CodeCode Available	5
PixelLink: Detecting Scene Text via Instance Segmentation	Jan 4, 2018	Instance Segmentationregression	CodeCode Available	5
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes	Aug 22, 2019	Scene Text RecognitionSemantic Segmentation	CodeCode Available	5
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes	Jul 6, 2018	Scene Text DetectionSemantic Segmentation	CodeCode Available	5
Machine-Generated Text Detection using Deep Learning	Nov 26, 2023	Deep LearningSentence	CodeCode Available	5
Machine Translated Text Detection Through Text Similarity with Round-Trip Translation	Jun 1, 2021	Text Detectiontext similarity	CodeCode Available	5
A Feasible Framework for Arbitrary-Shaped Scene Text Recognition	Dec 10, 2019	Instance SegmentationLanguage Modeling	CodeCode Available	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	ContourNet [69]	Precision	86.99	—	Unverified
2	DRRG [72]	Precision	83.87	—	Unverified
3	PSENet [67]	Precision	78.11	—	Unverified
4	EAST [75]	Precision	71.48	—	Unverified
5	EAST	Precision	70.43	—	Unverified