Human Activity Recognition

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27 papers in the last four weeks, up 23% on the four weeks before. 0.2% of all new papers.

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  1. Grammar-Guided Hierarchical Parsing for Long-form Audio Activity Recognition

    Jun 26, 2026Peng Zhang, Qingyu Luo, Philip J. B. Jackson +1Temporal Action SegmentationHuman Activity Recognition

    Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, U.K.

  2. A Comparison of Fusion Techniques for Multi-Modal Human Activity Recognition on the HARMES Dataset

    Jun 26, 2026Ahmed Mohamady, Robin Burchard, Kristof Van LaerhovenHuman Activity RecognitionMultimodal Fusion

    University of Siegen, Germany

  3. KidRisk: Benchmark Dataset for Children Dangerous Action Recognition

    Jun 24, 2026Minh-Kha Nguyen, Trung-Hieu Do, Kim Anh Phung +3Human Activity RecognitionVideo Action Recognition

    University of Science, VNU-HCM, Vietnam · Vietnam National University, Ho Chi Minh City, Vietnam · PrimeLabs LLC, United States +1

  4. Assessing Distribution Shift in Human Activity Recognition for Domain Generalization

    Jun 23, 2026Rebecca Adaimi, Edison ThomazDistribution Shift RobustnessHuman Activity Recognition

    The University of Texas at Austin, USA

  5. LUMINA-26: Low-Light Understanding for Modeling and Interpreting Night-time Actions

    Jun 22, 2026Aman Kumar Pandey, Anil Singh PariharHuman Activity RecognitionVideo Action Recognition

    Department of Computer Science and Engineering, Delhi Technological University, Delhi, India · Department of Computer Science, Delhi College of Arts and Commerce, University of Delhi, Delhi, India

  6. CLIP-guided Diffusion Model for Backdoor Generation in Sensor-based Human Activity Recognition

    Jun 22, 2026Toby Briston, Illya Kosyk, Kuniyih SHuman Activity RecognitionBackdoor Attacks

  7. Gold Points Sniper: Self-guided Visual Reasoning in VLM for Fine-grained Action Understanding

    Jun 21, 2026Haodi Liu, Xinhang Yang, Kunda Yan +3Vision-Language ModelsHuman Activity Recognition

    Beijing National Research Center for Information Science and Technology (BNRist), Department of Automation, Tsinghua University, Beijing, P.R.China · State Key Laboratory of General Artificial Intelligence, Beijing Institute for General Artificial Intelligence (BIGAI).

  8. A Smart Classroom Behavior Analysis Framework with a New Highly Congested Classroom Dataset

    Jun 19, 2026Wei Xu, Maoxiang Chu, Yuelong Fan +5Human Activity RecognitionObject Detection

  9. Memory-Augmented LSTM Autoencoder for Unsupervised Activity Recognition with IMU Sensor Fusion

    Jun 19, 2026Saeid Arabzadeh, Farshad Almasganj, Mohammad Mahdi AhmadiHuman Activity RecognitionAutoencoders

    Faculty of Biomedical Engineering, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran

  10. Low-Cost Neuromorphic Fall Detection Using Synthetic Event Data and Hybrid SNNs

    Jun 17, 2026Guillermo Rojas, Gonzalo Soto, Daniel YungeEvent-Based VisionHuman Activity Recognition

    School of Electrical Engineering Pontificia Universidad Cat´olica de Valpara´ıso, Chile

  11. Multi-Task Tennis Stroke Biomechanics Analysis Using MediaPipe Pose

    Jun 14, 2026Jigyashman HazarikaHuman Activity RecognitionSports Video Analysis

    Department of Artificial Intelligence and Machine Learning, BMS Institute of Technology and Management, Bengaluru, India

  12. OR-Action: Multi-Role Video Understanding with Fine-Grained Actions

    Jun 11, 2026Felix Tristram, Ege Özsoy, Christian Benz +3Temporal Action SegmentationHuman Activity Recognition

    Technical University of Munich, Germany · Munich Center for Machine Learning (MCML) · Carl Zeiss AG, Germany

  13. WHAR Arena: Benchmarking the State of the Art in Efficient Wearable Human Activity Recognition

    Jun 11, 2026Maximilian Burzer, Tobias King, Till Riedel +2Efficient Neural Network InferenceHuman Activity Recognition

    Karlsruhe Institute of Technology, Karlsruhe, Germany · IPAI Foundation gGmbH, Heilbronn, Germany

  14. Semantically-Aware Diver Activity Recognition Framework for Effective Underwater Multi-Human-Robot Collaboration

    Jun 10, 2026Sadman Sakib Enan, Junaed SattarHuman Activity RecognitionHuman-Robot Collaboration

    department of Computer Science & Engineering and the Minnesota Robotics Institute, University of Minnesota, MN, USA

  15. SpikeTAD: Spiking Neural Networks for End-to-End Temporal Action Detection

    Jun 10, 2026Min Yang, Mi Zhou, Limin WangEfficient Neural Network InferenceHuman Activity Recognition

    State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China

  16. Closing the Modality Gap in Zero-Shot HAR: Contrastive Training and Separability-Optimized Prototypes on IMU Data

    Jun 9, 2026Anik GhoshPrototype-Based LearningContrastive Learning

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

    Jun 5, 2026Xucheng Shen, Kun Li, Fei Wang +3Fine-TuningHuman Activity 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 +1

  18. BayaHAR: Lightweight Bayesian Few-Shot User Adaptation for On-Device Personalized Human Activity Recognition

    Jun 3, 2026Maximilian Burzer, Till Riedel, Michael Beigl +1Human Activity RecognitionDomain Adaptation

    Karlsruhe Institute of Technology Karlsruhe, Germany · IPAI Foundation gGmbH Heilbronn, Germany

  19. WISE-HAR: A Generalizable Ensemble Deep Learning Framework for WiFi-Based Human Activity Recognition

    Jun 2, 2026Maheen Arshad, Qindeel E Zahra, Muhammad Khuram ShahzadHuman Activity RecognitionWi-Fi Sensing

    Department of Computing, School of Electrical Engineering and Computer Science National University of Sciences and Technology (NUST), Islamabad, Pakistan

  20. Physics-Guided Attention in a Lightweight TCN for Efficient WiFi CSI-Based Human Activity Recognition

    Jun 1, 2026Chinthaka Ranasingha, Tharindu Fernando, Sridha Sridharan +2Human Activity RecognitionTemporal Convolutional Networks

    Signal Processing, Artificial Intelligence and Vision Technologies (SAIVT) Research Group, School of Electrical Engineering and Robotics, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia

  21. Gravity-Aware Hierarchical Routing for Lightweight SensorLLM on Human Activity Recognition

    Jun 1, 2026Hao Li, Mingrui Zheng, Yasuyuki Tahara +1Human Activity RecognitionHealthcare

    Department of Informatics, Graduate School of Informatics and Engineering The University of Electro-Communications, Tokyo, Japan · Graduate School of Information Science and Technology Hokkaido University, Sapporo, Japan

  22. LastAct: Trajectory-Guided Latest-Activity Localization for Real-Time Smart-Home Activity Recognition

    May 29, 2026Zishuai Liu, Ruili Fang, Jin Lu +1Human Activity RecognitionInternet of Things

    School of Computing, University of Georgia, USA

  23. Masked Diffusion Vision-Language Models for Temporal Action Localization

    May 28, 2026Fengshun Wang, Zhengbo Zhang, Zhigang TuHuman Activity RecognitionVideo-Language Models

    Wuhan University · Singapore University of Technology and Design

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

    May 28, 2026Peter Chudinov, Zhenyu Lin, Jay Motamarry +3EMG-Based Gesture RecognitionEfficient Neural Network Inference

    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

  25. Beyond Motion Primitives: Behavioral Activity Recognition from Head-Mounted IMU

    May 26, 2026Chung-Ta Huang, Leopold Das, Jeffrey Zhou +10Human Activity RecognitionWearable Sensing

    Harvard AI and Robotics Lab, Harvard University

  26. Appearance-Invariant Detection of Suggestive Motion via Laban Movement Descriptors

    May 23, 2026Jaehoon Ahn, Jeonghan Kong, Moon-Ryul JungSkeleton-Based Action RecognitionHuman Activity Recognition

    Sogang University Seoul, South Korea

  27. AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild

    May 21, 2026Baiyu Chen, Zechen Li, Wilson Wongso +5Human Activity RecognitionWearable Sensing

    The University of New South Wales · The Hong Kong University of Science and Technology (Guangzhou) · The Hong Kong University of Science and Technology

  28. Cross-Domain Human Action Recognition from Multiview Motion and Textual Descriptions

    May 21, 2026Yannick Porto, Renato Martins, Thomas Chalumeau +1Zero-Shot LearningHuman Activity Recognition

    Université Bourgogne Europe, CNRS – France · TEB Group, Prynel SAS – France

  29. MOTOR: A Multimodal Dataset for Two-Wheeler Rider Behavior Understanding

    May 21, 2026Varun A. Paturkar, Shankar Gangisetty, C. V. JawaharHuman Activity RecognitionVideo Action Recognition

    CVIT, IIIT-Hyderabad, India

  30. Translating Signals to Languages for sEMG-Based Activity Recognition

    May 21, 2026Ming Wang, Haoxuan Qu, Qiuhong Ke +3Human Activity Recognition

    Lancaster University · Monash University · Cardiff University