Copertina

Evaluation of Ensemble Learning Techniques for handwritten OCR Improvement

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Preiß, Martin
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

HCR-Net: A deep learning based script independent handwritten character recognition network
di: Chauhan, Vinod Kumar, et al.
Pubblicazione: (2021)

Enhancement of Bengali OCR by Specialized Models and Advanced Techniques for Diverse Document Types
di: Rabby, AKM Shahariar Azad, et al.
Pubblicazione: (2024)

The OCR Quest for Generalization: Learning to recognize low-resource alphabets with model editing
di: Rodríguez, Adrià Molina, et al.
Pubblicazione: (2025)

Towards Accessible Learning: Deep Learning-Based Potential Dysgraphia Detection and OCR for Potentially Dysgraphic Handwriting
di: D, Vydeki, et al.
Pubblicazione: (2024)

NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble Techniques
di: Hryniewska-Guzik, Weronika, et al.
Pubblicazione: (2024)

Innovative Silicosis and Pneumonia Classification: Leveraging Graph Transformer Post-hoc Modeling and Ensemble Techniques
di: Bui, Bao Q., et al.
Pubblicazione: (2024)

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition
di: Sreehari, S, et al.
Pubblicazione: (2025)

SimpleOCR: Rendering Visualized Questions to Teach MLLMs to Read
di: Peng, Yibo, et al.
Pubblicazione: (2026)

The Character Error Vector: Decomposable errors for page-level OCR evaluation
di: Bourne, Jonathan, et al.
Pubblicazione: (2026)

Improving OCR Quality in 19th Century Historical Documents Using a Combined Machine Learning Based Approach
di: Fleischhacker, David, et al.
Pubblicazione: (2024)

Benchmarking OCR Pipelines with Adaptive Enhancement for Multi-Domain Retail Bill Digitization
di: Gaikwad, Vijaysinh
Pubblicazione: (2026)

PubMed-OCR: PMC Open Access OCR Annotations
di: Heidenreich, Hunter, et al.
Pubblicazione: (2026)

Network Fission Ensembles for Low-Cost Self-Ensembles
di: Lee, Hojung, et al.
Pubblicazione: (2024)

Melanoma Classification Through Deep Ensemble Learning and Explainable AI
di: Perera, Wadduwage Shanika, et al.
Pubblicazione: (2025)

Ensemble Learning for Vietnamese Scene Text Spotting in Urban Environments
di: Nguyen, Hieu, et al.
Pubblicazione: (2024)

Divide and not forget: Ensemble of selectively trained experts in Continual Learning
di: Rypeść, Grzegorz, et al.
Pubblicazione: (2024)

Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques
di: Hegiste, Vinit, et al.
Pubblicazione: (2024)

Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning
di: Lee, Juntae, et al.
Pubblicazione: (2025)

Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning
di: Tekin, Selim Furkan, et al.
Pubblicazione: (2024)

Learning based Ge'ez character handwritten recognition
di: Yimer, Hailemicael Lulseged, et al.
Pubblicazione: (2024)

Comprehensive OOD Detection Improvements
di: Lakkapragada, Anish, et al.
Pubblicazione: (2024)

Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting
di: Chen, Anthony, et al.
Pubblicazione: (2023)

A Benchmark of State-Space Models vs. Transformers and BiLSTM-based Models for Historical Newspaper OCR
di: Agbeti-messan, Merveilles, et al.
Pubblicazione: (2026)

Improving OOD Generalization of Pre-trained Encoders via Aligned Embedding-Space Ensembles
di: Peng, Shuman, et al.
Pubblicazione: (2024)

Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning
di: Zhou, Da-Wei, et al.
Pubblicazione: (2024)

Strong Transferable Adversarial Attacks via Ensembled Asymptotically Normal Distribution Learning
di: Fang, Zhengwei, et al.
Pubblicazione: (2022)

Advancing Melanoma Diagnosis with Self-Supervised Neural Networks: Evaluating the Effectiveness of Different Techniques
di: Vusirikala, Srivishnu, et al.
Pubblicazione: (2024)

Automated Mosaic Tesserae Segmentation via Deep Learning Techniques
di: Kapelonis, Charilaos, et al.
Pubblicazione: (2025)

Machine Learning Techniques for MRI Data Processing at Expanding Scale
di: Langner, Taro
Pubblicazione: (2024)

SELFI: Autonomous Self-Improvement with Reinforcement Learning for Social Navigation
di: Hirose, Noriaki, et al.
Pubblicazione: (2024)

QuARI: Query Adaptive Retrieval Improvement
di: Xing, Eric, et al.
Pubblicazione: (2025)

OxEnsemble: Fair Ensembles for Low-Data Classification
di: Rystrøm, Jonathan, et al.
Pubblicazione: (2025)

Optimizing Stroke Risk Prediction: A Machine Learning Pipeline Combining ROS-Balanced Ensembles and XAI
di: Akib, A S M Ahsanul Sarkar, et al.
Pubblicazione: (2025)

Diversity-Aware Agnostic Ensemble of Sharpness Minimizers
di: Bui, Anh, et al.
Pubblicazione: (2024)

GUESS: Generative Uncertainty Ensemble for Self Supervision
di: Mohamadi, Salman, et al.
Pubblicazione: (2024)

ELMF4EggQ: Ensemble Learning with Multimodal Feature Fusion for Non-Destructive Egg Quality Assessment
di: Hassan, Md Zahim, et al.
Pubblicazione: (2025)

SitPose: Real-Time Detection of Sitting Posture and Sedentary Behavior Using Ensemble Learning With Depth Sensor
di: Jin, Hang, et al.
Pubblicazione: (2024)

Hyperspectral Image Analysis in Single-Modal and Multimodal setting using Deep Learning Techniques
di: Pande, Shivam
Pubblicazione: (2024)

Boosting Adversarial Transferability via Ensemble Non-Attention
di: Zou, Yipeng, et al.
Pubblicazione: (2025)

Data-Efficient Ensemble Weather Forecasting with Diffusion Models
di: Valencia, Kevin, et al.
Pubblicazione: (2025)