Image de couverture de livre

Synthetic Data Augmentation for Table Detection: Re-evaluating TableNet's Performance with Automatically Generated Document Images

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Sahukara, Krishna, Bettouche, Zineddine, Fischer, Andreas
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Contextual Categorization Enhancement through LLMs Latent-Space
par: Bettouche, Zineddine, et autres
Publié: (2024)

Train, Test, Re-evaluate: Schedule-Sensitive Evaluation of Generative Data for Hand Detection
par: Bhardwaj, Atmika, et autres
Publié: (2026)

Enhancing Spatiotemporal Networks with xLSTM: A Scalar LSTM Approach for Cellular Traffic Forecasting
par: Ali, Khalid, et autres
Publié: (2025)

HiSTM: Hierarchical Spatiotemporal Mamba for Cellular Traffic Forecasting
par: Bettouche, Zineddine, et autres
Publié: (2025)

Uncertainty-Aware ControlNet: Bridging Domain Gaps with Synthetic Image Generation
par: Niemeijer, Joshua, et autres
Publié: (2025)

Exploring the Role of Synthetic Data Augmentation in Controllable Human-Centric Video Generation
par: Fei, Yuanchen, et autres
Publié: (2026)

Learning to Find Missing Video Frames with Synthetic Data Augmentation: A General Framework and Application in Generating Thermal Images Using RGB Cameras
par: Andersen, Mathias Viborg, et autres
Publié: (2024)

RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning
par: Wu, Mingrui, et autres
Publié: (2025)

Automatic Image Annotation (AIA) of AlmondNet-20 Method for Almond Detection by Improved CNN-based Model
par: Ilani, Mohsen Asghari, et autres
Publié: (2024)

Melon Fruit Detection and Quality Assessment Using Generative AI-Based Image Data Augmentation
par: Yoon, Seungri, et autres
Publié: (2024)

Synthetic Simplicity: Unveiling Bias in Medical Data Augmentation
par: Babu, Krishan Agyakari Raja, et autres
Publié: (2024)

EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition
par: Schuhmann, Christoph, et autres
Publié: (2025)

Generating Synthetic Data via Augmentations for Improved Facial Resemblance in DreamBooth and InstantID
par: Ulusan, Koray, et autres
Publié: (2025)

AA-SGAN: Adversarially Augmented Social GAN with Synthetic Data
par: Zaffaroni, Mirko, et autres
Publié: (2024)

CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification Models
par: Zhao, Yujian, et autres
Publié: (2024)

Improving Post-Earthquake Crack Detection using Semi-Synthetic Generated Images
par: Dondi, Piercarlo, et autres
Publié: (2024)

Reframing Image Difference Captioning with BLIP2IDC and Synthetic Augmentation
par: Evennou, Gautier, et autres
Publié: (2024)

TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification
par: Niemeijer, Joshua, et autres
Publié: (2024)

Is Synthetic Image Useful for Transfer Learning? An Investigation into Data Generation, Volume, and Utilization
par: Li, Yuhang, et autres
Publié: (2024)

Anomaly Detection by Effectively Leveraging Synthetic Images
par: Kang, Sungho, et autres
Publié: (2025)

RanLayNet: A Dataset for Document Layout Detection used for Domain Adaptation and Generalization
par: Anand, Avinash, et autres
Publié: (2024)

SynDroneVision: A Synthetic Dataset for Image-Based Drone Detection
par: Lenhard, Tamara R., et autres
Publié: (2024)

R&D: Balancing Reliability and Diversity in Synthetic Data Augmentation for Semantic Segmentation
par: Che, Huy, et autres
Publié: (2026)

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation
par: Pan, Hongyi, et autres
Publié: (2025)

Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models
par: Wodzinski, Marek, et autres
Publié: (2024)

Fake & Square: Training Self-Supervised Vision Transformers with Synthetic Data and Synthetic Hard Negatives
par: Giakoumoglou, Nikolaos, et autres
Publié: (2025)

Revealing the Underlying Patterns: Investigating Dataset Similarity, Performance, and Generalization
par: Achara, Akshit, et autres
Publié: (2023)

EgoGen: An Egocentric Synthetic Data Generator
par: Li, Gen, et autres
Publié: (2024)

Synthetic FMCW Radar Range Azimuth Maps Augmentation with Generative Diffusion Model
par: Wang, Zhaoze, et autres
Publié: (2026)

Using Synthetic Images to Augment Small Medical Image Datasets
par: Vu, Minh H., et autres
Publié: (2025)

Synthetic Object Compositions for Scalable and Accurate Learning in Detection, Segmentation, and Grounding
par: Huang, Weikai, et autres
Publié: (2025)

Re-Thinking the Automatic Evaluation of Image-Text Alignment in Text-to-Image Models
par: Zhang, Huixuan, et autres
Publié: (2025)

FUSED-Net: Detecting Traffic Signs with Limited Data
par: Rahman, Md. Atiqur, et autres
Publié: (2024)

XAI-Driven Skin Disease Classification: Leveraging GANs to Augment ResNet-50 Performance
par: Villanueva, Kim Gerard A., et autres
Publié: (2025)

S-SYNTH: Knowledge-Based, Synthetic Generation of Skin Images
par: Kim, Andrea, et autres
Publié: (2024)

Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear Detection
par: Schlager, Elke, et autres
Publié: (2023)

Decoupled Data Augmentation for Improving Image Classification
par: Chen, Ruoxin, et autres
Publié: (2024)

orGAN: A Synthetic Data Augmentation Pipeline for Simultaneous Generation of Surgical Images and Ground Truth Labels
par: Nataraj, Niran, et autres
Publié: (2025)

Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection
par: Xie, Yong, et autres
Publié: (2024)

Synthetic Data-Driven Multi-Architecture Framework for Automated Polyp Segmentation Through Integrated Detection and Mask Generation
par: Peter, Ojonugwa Oluwafemi Ejiga, et autres
Publié: (2025)