LSTM-based real-time action detection and prediction in human motion streams

Early Recognition of 3D Human Actions

(2018) Sheng Li et al.   ACM Transactions on Multimedia Computing Communications and Applications

Skeleton-Based Human Action Recognition With Global Context-Aware Attention LSTM Networks

(2018) Jun Liu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Spatio-Temporal Attention-Based LSTM Networks for 3D Action Recognition and Detection

(2018) Sijie Song et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multimodal Machine Learning: A Survey and Taxonomy

(2018) Tadas Baltrusaitis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust Visual Tracking Based on Convolutional Features with Illumination and Occlusion Handing

(2018) Kang Li et al.   JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

Convolutional Neural Networks and Long Short-Term Memory for skeleton-based human activity and hand gesture recognition

(2018) Juan C. Núñez et al.   PATTERN RECOGNITION

CuDi3D: Curvilinear displacement based approach for online 3D action detection

(2018) Said Yacine Boulahia et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Efficient Unsupervised Temporal Segmentation of Motion Data

(2017) Bjorn Kruger et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Behavioral segmentation for human motion capture data based on graph cut method

(2017) Xiaomin Yu et al.   JOURNAL OF VISUAL LANGUAGES AND COMPUTING

Effective and efficient similarity searching in motion capture data

(2017) Jan Sedmidubsky et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Learning multi-level features for sensor-based human action recognition

(2017) Yan Xu et al.   Pervasive and Mobile Computing

A survey of depth and inertial sensor fusion for human action recognition

(2015) Chen Chen et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Recognizing human motions through mixture modeling of inertial data

(2015) Matthew Field et al.   PATTERN RECOGNITION

Structured Streaming Skeleton -- A New Feature for Online Human Gesture Recognition

(2014) Xin Zhao et al.   ACM Transactions on Multimedia Computing Communications and Applications

Automatic Human Mocap Data Classification

(2014) Harshad Kadu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Ongoing human action recognition with motion capture

(2013) Mathieu Barnachon et al.   PATTERN RECOGNITION