Hand Gesture Recognition

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6 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Real-Time Hand Gesture Recognition for OpenXR Using Transformer-Based Machine Learning

    Sep 21, 2026Salar Rezayani, Russell ButlerHand Gesture Recognition3D Hand

    University of Waterloo · Bishop’s University

  2. Towards Reliable Underwater Diver-Robot Interaction: Gesture Design, Interaction Logic, and Real-World Evaluation

    Sep 20, 2026Yingqi Liu, Kanzhong Yao, Zimeng Peng +4Underwater RobotsUnderwater

    University of Science and Technology of China, Hefei, China. · Institute of Artificial Intelligence (TeleAI), China Telecom, Shanghai 200232, China.

  3. Zero-Shot Cross-Lingual Recognition of Sign Language Handshapes

    Sep 16, 2026Marcel Granero-Moya, Carolina del Corral Farrarós, Gloria Haro +2Sign Language TranslationHand Gesture Recognition

    Universitat Pompeu Fabra

  4. Auto-HSI: Personalized human control of a robot swarm on demand by using LLMs for online automatic code generation

    Sep 14, 2026Alessandro Nazzari, Nathan Cerisara, Dorian Tonnis +5Robotic SystemsSwarms

    IRIDIA, Universit´e Libre de Bruxelles, Brussels, Belgium · Department of Aerospace Science and Technology, Politecnico di Milano, Milan, Italy · T´el´ecom Physique Strasbourg, Universit´e de Strasbourg, France +2

  5. Rescuing Performance from the Demo: Co-Designing Drum Gesture Mappings with a Percussionist

    Sep 8, 2026Jordie Shier, Teresa Pelinski, Charalampos Saitis +2InstrumentTactile

    Centre for Digital Music Queen Mary University of London London, UK · Ableton AG Berlin, Germany · Dyson School of Design Engineering Imperial College London London, UK

  6. Wearable Multimodal Human-Machine Interface for Integrated Hand Intentions Decoding in Dynamic Teleoperation

    Sep 7, 2026Jiaxuan Li, Yinshi Wu, Xiao Zhang +4Robotic HandsHand Gesture Recognition

    Intelligent Equipment and Medical Device Laboratory, Department of Mechanical Engineering, Dalian University of Technology, Dalian 116024, China. · Manufacturing Laboratory, Department of Mechanical Engineering, The University of Tokyo, Tokyo 113-8656, Japan.

  7. UniCon-Former: Unified Convolution Transformer is All You Need for Hand Gesture Recognition

    Aug 13, 2026Mallika Garg, Debashis Ghosh, Pyari Mohan PradhanHand Gesture RecognitionConvolutional Neural Networks

    Indian Institute of Technology Kharagpur, INDIA · Indian Institute of Technology Roorkee, INDIA

  8. A HamNoSys-Guided Dataset and Baselines for Fine-Grained Isolated Handshape Recognition in Sign Language

    Aug 11, 2026Ushnish Sarkar, Suvajit Patra, Bhaswar Chattopadhyay +2Sign Language TranslationHand Gesture Recognition

    Computer and Informatics Group, Variable Energy Cyclotron Centre, Kolkata, 700064, India. · Homi Bhabha National Institute, Mumbai, 400094, India. · Ramakrishna Mission Vivekananda Educational and Research Institute, Belur, 711202, India.

  9. Tactus: Open-Vocabulary Object Recognition from Low-Cost Pressure Arrays

    Aug 4, 2026Abdul Basit TonmoyTactileHand Gesture Recognition

    Eximius Labs Wabash College

  10. RSC-GestureNet: Reliability-Aware Selective Causal Recognition of Chinese Traffic Police Gestures

    Aug 3, 2026Cheng Li, Renjun Gao, Boyi FuTraffic Sign RecognitionHand Gesture Recognition

    Academy of Interdisciplinary Studies, The Hong Kong University of Science and Technology, Hong Kong SAR, China · Faculty of Innovation Engineering, Macau University of Science and Technology, Macao SAR, China

  11. A Montage-Agnostic Encoder for Calibration-Light Cross-User Gesture Recognition from Surface Electromyography

    Jul 30, 2026Jethro Odeyemi, W. J. ZhangHand Gesture RecognitionAbox Abduction Problem

    Division of Biomedical Engineering, University of Saskatchewan, 57 Campus Drive, Saskatoon, SK, S7N 5A9, Canada

  12. Multimodal Surface EMG Hand Gesture Recognition Using Query-Based Transformers for Prosthetic Control

    Jul 24, 2026Federico Del Pup, Elisa Tentori, Manfredo AtzoriHand Gesture RecognitionAbox Abduction Problem

    Department of Information Engineering, University of Padua, Padua, 35131, Italy · Padova Neuroscience Center, University of Padua, Padua, 35129, Italy · Department of Biomedical Sciences, University of Padua, Padua, 35131, Italy +2

  13. An Exploratory Study of Single Channel Surface Electromyography for Hand Gesture Classification

    Jul 17, 2026Daanish HindustaniSurface ElectromyographyHand Gesture Recognition

    Department of Computer Science, University of Minnesota

  14. A Graph Neural Network Model for Real-Time Gesture Recognition Based on sEMG Signals

    Jul 8, 2026Pragatheeswaran Vipulanandan, Kamal Premaratne, Manohar MurthiSurface ElectromyographyHand Gesture Recognition

    Department of Electrical and Computer Engineering University of Miami Coral Gables, Florida, USA

  15. KinEMbed: Decoding Kinematics from Electromyography via Cross-Modal Contrastive Learning

    Jul 6, 2026Sofia Gilardini, Chenfei Ma, Kianoush NazarpourSurface ElectromyographyHand Gesture Recognition

    Department of Statistics, University of Oxford, Oxford, United Kingdom · School of Informatics, University of Edinburgh, Edinburgh, United Kingdom

  16. Conservative Subject Invariant EMG-based Gesture Recognition

    Jul 4, 2026Hamed Rafiei, Ali MousaviHand Gesture RecognitionEmotion Recognition

    Department of Electrical Engineering, Center of Excellence on Soft Computing and Intelligent Information Processing, Ferdowsi University of Mashhad, Mashhad, Iran · Department of Computer Engineering, Ne. C., Islamic Azad University, Neyshabur, Iran

  17. Sign in the Air to Unlock: An Interface for authentication in Virtual and Augmented Reality Powered by Point-Voxel Cross-Attention Network

    Jul 1, 2026Neda Abdolrahimi, Thiru Siddharth, Frank Sicong chen +1AuthenticationImmersion

    Syracuse University, 900 S Crouse Ave, Syracuse, New York, USA, 13244

  18. Empirical Evaluation of Multi-Modal Touch Detection in Over-the-Shoulder Video Surveillance

    Jun 28, 2026Mohammadreza RashidiKeystroke DynamicsVideo Surveillance

    Department of Computer Science · AI and Media Analysis Lab · Berlin, Germany

  19. Temporal Posed and Spontaneous Gesture Recognition from Electromyography in the Rock-Paper-Scissors Game

    Jun 28, 2026Xin Wei, Huakun Liu, Felix Dollack +1Hand Gesture RecognitionSurface Electromyography

    Nara Institute of Science and Technology Nara, Japan

  20. Integrated Sensing and Communications for Real-time Avatar Control in XR over 5G

    Jun 22, 2026Nabeel Nisar Bhat, Javad Sameri, Rreze Halili +3Hand Gesture RecognitionMillimeter Wave

    IDLab, University of Antwerp - imec, Antwerp, Belgium · IDLab, Ghent University - imec, Ghent, Belgium · Light and Lighting Technology Lab, KU Leuven, Ghent, Belgium

  21. SiGnature: Explicit Motion Diffusion for Stylized Semantic Gesture

    Jun 14, 2026Adi Rosenthal, Tomer Koren, Nadav Shaked +2Co-Speech Gesture GenerationHuman Motion Generation

    Reichman University, Israel

  22. GIVE: Grounding Human Gestures in Vision-Language-Action Models

    Jun 11, 2026Pengfei Liu, Gen Li, Junqiao Fan +4Robotic ManipulationHuman-Robot Interaction

    1MARS Lab, Nanyang Technological University

  23. Motion Reinforces Appearance: RGB-Skeleton Gated Residual Fusion for Micro-Gesture Online Recognition

    Jun 10, 2026Jialin Liu, Xinwen He, Pengyu Liu +3Hand Gesture RecognitionSkeleton-Based Action Recognition

    School of Computer Science and Information Engineering, Hefei University of Technology (HFUT), Hefei, China

  24. Self-supervised Learning Matters: A Simple Ensemble Solution for Micro-Gesture Recognition

    Jun 8, 2026Tingyi Liu, Kun Li, Fei Wang +5Self-Supervised LearningHand Gesture Recognition

    Hefei University of Technology, Hefei, China · United Arab Emirates University, Al Ain, United Arab Emirates · Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China +5

  25. Spatial-Temporal Decoupled Adapter for Micro-gesture Online Recognition

    Jun 5, 2026Xucheng Shen, Kun Li, Fei Wang +3Hand Gesture RecognitionSpatiotemporal Representations

    Hefei University of Technology, Hefei, China · United Arab Emirates University, Al Ain, United Arab Emirates · Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China +1

  26. Detecting Pen-In-Air States from Video: A Proof-of-Concept Toward Complementary Handwriting Analysis

    Jun 1, 2026Lauren Sismeiro, Remy Plastre, Binbin Xu +2HandwritingHand Gesture Recognition

    EuroMov Digital Health in Motion, Univ Montpellier, IMT Mines Ales, France · IMT Mines Ales, France

  27. NeuroEdge: Real-Time Hand Gesture Recognition with High-Density EMG Using Deep Learning at the Edge

    May 28, 2026Peter Chudinov, Zhenyu Lin, Jay Motamarry +3Hand Gesture RecognitionSurface Electromyography

    Department of Biology1 · School of Engineering in Computer Engineering2 at San Francisco State University, San Francisco, CA 94132. · College of San Mateo3, CA 94402. +1

  28. Online Hand Gesture Recognition Using 3D Convolutional Neural Networks

    May 22, 2026Yinghao Qin, Tijana TimotijevicHand Gesture Recognition

    School of Electronic Engineering and Computer Science Queen Mary, University of London London, UK

  29. iMiGUE-3K: A Large-Scale Benchmark for Micro-Gesture Analysis with Self-Supervised Learning

    May 16, 2026Chengyan Wang, Haoyu Chen, Hui Wei +3Hand Gesture RecognitionTraining-Set Long-Tail Motions

    CMVS, University of Oulu, Finland · KTH Royal Institute of Technology, Sweden · ELLIS Institute Finland

  30. Efficient Sensor Fusion for Gesture Recognition on Resource-Constrained Devices

    May 13, 2026Pietro Bartoli, Christian Veronesi, Tommaso Bondini +2Hand Gesture RecognitionEvent-Guided Sensor-Level Fusion

    Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB) Politecnico di Milano, Milan, Italy

  31. EgoEV-HandPose: Egocentric 3D Hand Pose Estimation and Gesture Recognition with Stereo Event Cameras

    May 12, 2026Luming Wang, Hao Shi, Jiajun Zhai +23D HandEgocentric Motion Generation

    National Research Center for Optical Instrumentation, Zhejiang University, Hangzhou 310027, China · Ant Group Company Ltd., Hangzhou 310013, China · School of Artificial Intelligence and Robotics and the National Engineering Research Center of Robot Visual Perception and Control Technology, Hunan University, Changsha 410082, China +1

  32. CAST: Channel-Aware Spatial Transfer Learning with Pseudo-Image Radar for Sign Language Recognition

    May 9, 2026Md. Shakhoyat Rahman Shujon, Sheikh Md. Galib Mahim, Md. Milon Islam +4Sign Language TranslationRadar

    Department of Computer Science and Engineering, Khulna University of Engineering & Technology · Department of Electrical and Computer Engineering, University of Waterloo · Department of Electrical and Computer Engineering, Texas A&M University +2

  33. PersonaGest: Personalized Co-Speech Gesture Generation with Semantic-Guided Hierarchical Motion Representation

    May 8, 2026Junchuan Zhao, Qifan Liang, Ye WangCo-Speech Gesture GenerationHand Gesture Recognition

    School of Computing, National University of Singapore

  34. Elastic Spiking Transformers for Efficient Gesture Understanding

    May 4, 2026Alberto Ancilotto, Gianluca Amprimo, Stefano Di Carlo +1Spiking Neural NetworksNeuromorphic Computing

    Fondazione Bruno Kessler · Politecnico di Torino

  35. GoClick: Lightweight Element Grounding Model for Autonomous GUI Interaction

    Apr 27, 2026Hongxin Li, Yuntao Chen, Zhaoxiang ZhangGraphical User InterfaceVision-Language Model Grounding

    University of Chinese Academy of Sciences, Beijing, China. · New Laboratory of Pattern Recognition, State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China. · Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong, China.

  36. Prompt-to-Gesture: Measuring the Capabilities of Image-to-Video Deictic Gesture Generation

    Apr 16, 2026Hassan Ali, Doreen Jirak, Luca Müller +1Co-Speech Gesture GenerationHand Gesture Recognition

    Knowledge Technology Group, Department of Informatics, University of Hamburg, Germany · Behavioral Lab, Department of Product Development, University of Antwerp, Belgium

  37. Enhancing IMU-Based Online Handwriting Recognition via Contrastive Learning with Zero Inference Overhead

    Feb 4, 2026Jindong Li, Dario Zanca, Vincent Christlein +4HandwritingHand Gesture Recognition

    Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany · Munich Center for Machine Learning, Munich, Germany · STABILO International GmbH, Heroldsberg, Germany +2

  38. Lightweight Test-Time Adaptation for EMG-Based Gesture Recognition

    Jan 7, 2026Nia Touko, Matthew O A Ellis, Cristiano Capone +3Surface ElectromyographyHand Gesture Recognition

    School of Computer Science, University of Sheffield, Sheffield, S10 2TN, United Kingdom · Natl. Center for Radiation Protection and Computational Physics, Istituto Superiore di Sanità, 00161 Rome, Italy · Politecnico di Torino, Italy +1

  39. A Comparative Study of EMG- and IMU-based Gesture Recognition at the Wrist and Forearm

    Dec 8, 2025Soroush Baghernezhad, Elaheh Mohammadreza, Vinicius Prado da Fonseca +2Hand Gesture RecognitionSurface Electromyography

    Department of Computer Science, Memorial University of Newfoundland, St. John’s, NL A1B 3X5, Canada · Department of Mechanical and Mechatronics Engineering, Memorial University of Newfoundland, St. John’s, NL A1B 3X5, Canada

  40. Tactile Gesture Recognition with Built-in Joint Sensors for Industrial Robots

    Aug 17, 2025Deqing Song, Weimin Yang, Maryam Rezayati +1TactileHand Gesture Recognition

    Dep. of Informatics, University of Zurich Switzerland · Institute of Mechatronics systems, Zurich University of Applied Science, Switzerland

  41. TBR: Transport-Based Rendering with Deposition Strokes for Inverse Graphics

    Date pendingTianqi Liu, Yushan Han, Hang LiuImage ReconstructionReplay

    Independent Researcher, Beijing, China · Huaxin Design Institute, Hangzhou, China · Communication University of China, Beijing, China