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 451–500 of 595 papers

TitleStatusHype
Discrete Wavelet Transform and Gradient Difference based approach for text localization in videos—0
Distantly Supervised Semantic Text Detection and Recognition for Broadcast Sports Videos Understanding—0
DocXChain: A Powerful Open-Source Toolchain for Document Parsing and Beyond—0
Domain Adaptive Scene Text Detection via Subcategorization—0
Domain Gating Ensemble Networks for AI-Generated Text Detection—0
DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection—0
DUET: Detection Utilizing Enhancement for Text in Scanned or Captured Documents—0
EAGLE: A Domain Generalization Framework for AI-generated Text Detection—0
Efficiently Leveraging Linguistic Priors for Scene Text Spotting—0
Efficient Scene Text Detection with Textual Attention Tower—0
You Only Recognize Once: Towards Fast Video Text Spotting—0
EK-Net:Real-time Scene Text Detection with Expand Kernel Distance—0
English offensive text detection using CNN based Bi-GRU model—0
Enhanced Characterness for Text Detection in the Wild—0
Enhancing Text Authenticity: A Novel Hybrid Approach for AI-Generated Text Detection—0
Ensemble Learning for Vietnamese Scene Text Spotting in Urban Environments—0
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text—0
ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability—0
TextSleuth: Towards Explainable Tampered Text Detection—0
Explicit Relational Reasoning Network for Scene Text Detection—0
Explore Faster Localization Learning For Scene Text Detection—0
Exploring AI-based System Design for Pixel-level Protected Health Information Detection in Medical Images—0
Exploring Geometric Property Thresholds For Filtering Non-Text Regions In A Connected Component Based Text Detection Application—0
Exploring the Limitations of Detecting Machine-Generated Text—0
Extracting textual overlays from social media videos using neural networks—0
FaSTExt: Fast and Small Text Extractor—0
FC2RN: A Fully Convolutional Corner Refinement Network for Accurate Multi-Oriented Scene Text Detection—0
Feature Enhancement Network: A Refined Scene Text Detector—0
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders—0
Few Could Be Better Than All: Feature Sampling and Grouping for Scene Text Detection—0
Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection—0
Focus Entirety and Perceive Environment for Arbitrary-Shaped Text Detection—0
FPDIoU Loss: A Loss Function for Efficient Bounding Box Regression of Rotated Object Detection—0
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection—0
G3Detector: General GPT-Generated Text Detector—0
GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition—0
Geometry-Aware Scene Text Detection With Instance Transformation Network—0
GigaCheck: Detecting LLM-generated Content—0
Gliding vertex on the horizontal bounding box for multi-oriented object detection—0
GOF at Arabic Hate Speech 2022: Breaking The Loss Function Convention For Data-Imbalanced Arabic Offensive Text Detection—0
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection—0
Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection—0
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis—0
How do Convolutional Neural Networks Learn Design?—0
ICDAR 2015 Text Reading in the Wild Competition—0
ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition -- RRC-MLT-2019—0
ICDAR 2021 Competition on Scene Video Text Spotting—0
ICDAR 2023 Competition on Reading the Seal Title—0
ICDAR 2023 Video Text Reading Competition for Dense and Small Text—0
IIITH at SemEval-2021 Task 7: Leveraging transformer-based humourous and offensive text detection architectures using lexical and hurtlex features and task adaptive pretraining—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