Latest Research in Computer Vision and Pattern Recognition

25 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

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. SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 55+ Sign Languages
  10. A Comprehensive Review of SLR Systems: Challenges, Datasets, and Unresolved Gaps
  11. SignBridge v2: An Improved Transformer Architecture for Real-Time Bidirectional ASL Communication
  12. SignBridge v2: An Improved Transformer Architecture for Real-Time Bidirectional ASL Communication
  13. A Low-Cost Hybrid Reservoir Computing Model for Isolated Sign Language Video Recognition
  14. Enhancing Myanmar Sign Language Translation Through Transfer Learning, Self-training, and Error Correction
  15. Real-Time Sign Language Interpretation via Customized Sign Language Gloves and Motion Retrieval
  16. TransSLR: A Lightweight Transformer for Sign Language Recognition
  17. Attention-Steered Vision-Language Models for Sign Language Translation
  18. SignDarpan: A Free, On-Device Indian Sign Language Coach -- Signer-Disjoint Benchmarking, Representation Transfer, and Fail-Closed Deployment
  19. SignDarpan: A Free, On-Device Indian Sign Language Coach -- Signer-Disjoint Benchmarking, Representation Transfer, and Fail-Closed Deployment
  20. DualAnchor: Preserving Language Priors and Improving Lexical Fidelity in Gloss-Free Sign Language Translation
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2026 AUG Q2

Computer Vision and Pattern Recognition

25 papers

Top Topics (6)

Computer Vision and Pattern Recognition8
Hand Gesture Recognition Systems8
Computation and Language5
Hearing Impairment and Communication2
Robotics1
Artificial Intelligence1

Top Publications (20)

1.A HamNoSys-Guided Dataset and Baselines for Fine-Grained Isolated Handshape Recognition in Sign Language2.Gloss-Free Representation Learning for Cross-Dataset Sign Spotting3.ODE-Based Transformer Decoders for Iterative Sign Language Translation4.Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model5.Bridging the Gap Between Semantics and Reconstruction:Unifying Sign Language Translation and Production6.Supercell thunderstorm paper publishing-based optimization enabled deep learning for sign language recognition using videos7.Sign Language Recognition Using Original and Synthetic Depth Image Based Point Cloud Data Models8.SignLlama: Enhancing Gloss-free Sign Language Translation by Prioritizing Visual Features for LLMs9.SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 55+ Sign Languages10.A Comprehensive Review of SLR Systems: Challenges, Datasets, and Unresolved Gaps11.SignBridge v2: An Improved Transformer Architecture for Real-Time Bidirectional ASL Communication12.SignBridge v2: An Improved Transformer Architecture for Real-Time Bidirectional ASL Communication13.A Low-Cost Hybrid Reservoir Computing Model for Isolated Sign Language Video Recognition14.Enhancing Myanmar Sign Language Translation Through Transfer Learning, Self-training, and Error Correction15.Real-Time Sign Language Interpretation via Customized Sign Language Gloves and Motion Retrieval16.TransSLR: A Lightweight Transformer for Sign Language Recognition17.Attention-Steered Vision-Language Models for Sign Language Translation18.SignDarpan: A Free, On-Device Indian Sign Language Coach -- Signer-Disjoint Benchmarking, Representation Transfer, and Fail-Closed Deployment19.SignDarpan: A Free, On-Device Indian Sign Language Coach -- Signer-Disjoint Benchmarking, Representation Transfer, and Fail-Closed Deployment20.DualAnchor: Preserving Language Priors and Improving Lexical Fidelity in Gloss-Free Sign Language Translation
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