Latest Research in Sign Language Recognition

Top Research Topics in Sign Language Recognition

• Computer Vision and Pattern Recognition — 8 papers
• Hand Gesture Recognition Systems — 8 papers
• Computation and Language — 6 papers
• Image Processing and 3D Reconstruction — 2 papers
• Robotics — 2 papers
• Intelligence, Security, War Strategy — 2 papers
• Hearing Impairment and Communication — 2 papers
• Artificial Intelligence — 1 papers

Highest-Cited Papers

1. A HamNoSys-Guided Dataset and Baselines for Fine-Grained Isolated Handshape Recognition in Sign Language
2. Gloss-Free Representation Learning for Cross-Dataset Sign Spotting
3. ODE-Based Transformer Decoders for Iterative Sign Language Translation
4. Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model
5. Bridging the Gap Between Semantics and Reconstruction:Unifying Sign Language Translation and Production
6. Supercell thunderstorm paper publishing-based optimization enabled deep learning for sign language recognition using videos
7. Sign Language Recognition Using Original and Synthetic Depth Image Based Point Cloud Data Models
8. SignLlama: Enhancing Gloss-free Sign Language Translation by Prioritizing Visual Features for LLMs
9. SYSTEM EVOLUTION PROPOSALS (rlab #101) — E8 Intelligence Research
10. SYSTEM EVOLUTION PROPOSALS (rlab #101) — E8 Intelligence Research
11. SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 55+ Sign Languages
12. A Comprehensive Review of SLR Systems: Challenges, Datasets, and Unresolved Gaps
13. SignBridge v2: An Improved Transformer Architecture for Real-Time Bidirectional ASL Communication
14. SignBridge v2: An Improved Transformer Architecture for Real-Time Bidirectional ASL Communication
15. A Low-Cost Hybrid Reservoir Computing Model for Isolated Sign Language Video Recognition
16. Enhancing Myanmar Sign Language Translation Through Transfer Learning, Self-training, and Error Correction
17. Real-Time Sign Language Interpretation via Customized Sign Language Gloves and Motion Retrieval
18. TransSLR: A Lightweight Transformer for Sign Language Recognition
19. EXTRACTED METHOD: trilingual_rosetta_decipherment — E8 Intelligence Research
20. EXTRACTED METHOD: trilingual_rosetta_decipherment — E8 Intelligence Research

Sub-Regions

• Computer Vision and Pattern Recognition — 25 papers
• Computation and Language — 6 papers
• Handwritten Text Recognition Techniques — 2 papers
• Handwritten Text Recognition Techniques — 1 papers