Latest Research in Hand Gesture Recognition Systems

34 research papers · 2026 median publication year

Top Research Topics in Hand Gesture Recognition Systems

Highest-Cited Papers

  1. JSL-DC: A Word-Level Japanese Sign Language Dataset with Linguist-Derived Descriptions for Distinguishing Confusable Signs
  2. Sign Pulse: a hybrid AI-based learning framework for enhancing education among deaf and hard-of-hearing students
  3. Sign Language Video Synthesis via Loss-Guided Multi-Expert GANs
  4. Cross-Sign Language Transfer Learning Using Domain Adaptation with Multi-scale Temporal Alignment
  5. Indian Sign Language Recognition with Landmark Features: Accuracy–Efficiency Tradeoffs Across Classical and Deep Models
  6. Indian Sign Language Recognition with Landmark Features: Accuracy–Efficiency Tradeoffs Across Classical and Deep Models
  7. Modality Effectiveness in Cross-Subject Sign Language Recognition: A Skeleton Perspective
  8. Gloss-Free Representation Learning for Cross-Dataset Sign Spotting
  9. A HamNoSys-Guided Dataset and Baselines for Fine-Grained Isolated Handshape Recognition in Sign Language
  10. ODE-Based Transformer Decoders for Iterative Sign Language Translation
  11. Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model
  12. Bridging the Gap Between Semantics and Reconstruction:Unifying Sign Language Translation and Production
  13. Supercell thunderstorm paper publishing-based optimization enabled deep learning for sign language recognition using videos
  14. Sign Language Recognition Using Original and Synthetic Depth Image Based Point Cloud Data Models
  15. SignLlama: Enhancing Gloss-free Sign Language Translation by Prioritizing Visual Features for LLMs
  16. SYSTEM EVOLUTION PROPOSALS (rlab #101) — E8 Intelligence Research
  17. SYSTEM EVOLUTION PROPOSALS (rlab #101) — E8 Intelligence Research
  18. SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 55+ Sign Languages
  19. A Comprehensive Review of SLR Systems: Challenges, Datasets, and Unresolved Gaps
  20. SignBridge v2: An Improved Transformer Architecture for Real-Time Bidirectional ASL Communication
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2026 AUG Q3

Hand Gesture Recognition Systems

34 papers

Top Topics (8)

Hand Gesture Recognition Systems11
Computer Vision and Pattern Recognition9
Computation and Language5
Artificial Intelligence2
Image Processing and 3D Reconstruction2
Intelligence, Security, War Strategy2
Hearing Impairment and Communication2
Robotics1

Top Publications (20)

1.JSL-DC: A Word-Level Japanese Sign Language Dataset with Linguist-Derived Descriptions for Distinguishing Confusable Signs2.Sign Pulse: a hybrid AI-based learning framework for enhancing education among deaf and hard-of-hearing students3.Sign Language Video Synthesis via Loss-Guided Multi-Expert GANs4.Cross-Sign Language Transfer Learning Using Domain Adaptation with Multi-scale Temporal Alignment5.Indian Sign Language Recognition with Landmark Features: Accuracy–Efficiency Tradeoffs Across Classical and Deep Models6.Indian Sign Language Recognition with Landmark Features: Accuracy–Efficiency Tradeoffs Across Classical and Deep Models7.Modality Effectiveness in Cross-Subject Sign Language Recognition: A Skeleton Perspective8.Gloss-Free Representation Learning for Cross-Dataset Sign Spotting9.A HamNoSys-Guided Dataset and Baselines for Fine-Grained Isolated Handshape Recognition in Sign Language10.ODE-Based Transformer Decoders for Iterative Sign Language Translation11.Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model12.Bridging the Gap Between Semantics and Reconstruction:Unifying Sign Language Translation and Production13.Supercell thunderstorm paper publishing-based optimization enabled deep learning for sign language recognition using videos14.Sign Language Recognition Using Original and Synthetic Depth Image Based Point Cloud Data Models15.SignLlama: Enhancing Gloss-free Sign Language Translation by Prioritizing Visual Features for LLMs16.SYSTEM EVOLUTION PROPOSALS (rlab #101) — E8 Intelligence Research17.SYSTEM EVOLUTION PROPOSALS (rlab #101) — E8 Intelligence Research18.SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 55+ Sign Languages19.A Comprehensive Review of SLR Systems: Challenges, Datasets, and Unresolved Gaps20.SignBridge v2: An Improved Transformer Architecture for Real-Time Bidirectional ASL Communication
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