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 251–275 of 595 papers

TitleStatusHype
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection—0
Impact of Automatic Image Classification and Blind Deconvolution in Improving Text Detection Performance of the CRAFT Algorithm—0
A Novel Integrated Framework for Learning both Text Detection and Recognition—0
DUET: Detection Utilizing Enhancement for Text in Scanned or Captured Documents—0
DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection—0
Domain Gating Ensemble Networks for AI-Generated Text Detection—0
Can Visual Language Models Replace OCR-Based Visual Question Answering Pipelines in Production? A Case Study in Retail—0
A Novel Framework For Text Detection From Natural Scene Images With Complex Background—0
A Fast Hierarchical Method for Multi-script and Arbitrary Oriented Scene Text Extraction—0
Domain Adaptive Scene Text Detection via Subcategorization—0
Canny Text Detector: Fast and Robust Scene Text Localization Algorithm—0
DocXChain: A Powerful Open-Source Toolchain for Document Parsing and Beyond—0
Can AI Assistance Aid in the Grading of Handwritten Answer Sheets?—0
An Image Dataset of Text Patches in Everyday Scenes—0
A New Unified Method for Detecting Text from Marathon Runners and Sports Players in Video—0
Distantly Supervised Semantic Text Detection and Recognition for Broadcast Sports Videos Understanding—0
BusiNet -- a Light and Fast Text Detection Network for Business Documents—0
Discrete Wavelet Transform and Gradient Difference based approach for text localization in videos—0
Building Large Corpora from the Web Using a New Efficient Tool Chain—0
A Comprehensive Framework for Semantic Similarity Analysis of Human and AI-Generated Text Using Transformer Architectures and Ensemble Techniques—0
Learning to Rewrite: Generalized LLM-Generated Text Detection—0
DGST : Discriminator Guided Scene Text detector—0
An End-to-end Video Text Detector with Online Tracking—0
BPDO:Boundary Points Dynamic Optimization for Arbitrary Shape Scene Text Detection—0
A comparative approach on detecting multi-lingual and multi-oriented text in natural scene images—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