Keys for Action: An Efficient Keyframe-Based Approach for 3D Action Recognition Using a Deep Neural Network

Spatio–Temporal Image Representation of 3D Skeletal Movements for View-Invariant Action Recognition with Deep Convolutional Neural Networks

(2019) Huy Hieu Pham et al.   SENSORS

SkeletonNet: Mining Deep Part Features for 3-D Action Recognition

(2017) Qiuhong Ke et al.   IEEE SIGNAL PROCESSING LETTERS

Effective and efficient similarity searching in motion capture data

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

Human action recognition based on kinematic similarity in real time

(2017) Qingqiang Wu et al.   PLoS One

Action Recognition Using Rate-Invariant Analysis of Skeletal Shape Trajectories

(2016) Boulbaba Ben Amor et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Towards unsupervised physical activity recognition using smartphone accelerometers

(2016) Yonggang Lu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Human Motion Retrieval Based on Statistical Learning and Bayesian Fusion

(2016) Qinkun Xiao et al.   PLoS One

Motion reconstruction using very few accelerometers and ground contacts

(2015) Qaiser Riaz et al.   GRAPHICAL MODELS

Human Activity Recognition as Time-Series Analysis

(2015) Hyesuk Kim et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Accurate 3D action recognition using learning on the Grassmann manifold

(2015) Rim Slama et al.   PATTERN RECOGNITION

Automatic Human Mocap Data Classification

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

Structured Time Series Analysis for Human Action Segmentation and Recognition

(2014) Dian Gong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Body Parts Dependent Joint Regressors for Human Pose Estimation in Still Images

(2014) Matthias Dantone et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Prediction of Human Activity by Discovering Temporal Sequence Patterns

(2014) Kang Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Action recognition on motion capture data using a dynemes and forward differences representation

(2014) Ioannis Kapsouras et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Effective 3D action recognition using EigenJoints

(2013) Xiaodong Yang et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Sequence of the most informative joints (SMIJ): A new representation for human skeletal action recognition

(2013) Ferda Ofli et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Ongoing human action recognition with motion capture

(2013) Mathieu Barnachon et al.   PATTERN RECOGNITION

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Motion reconstruction using sparse accelerometer data

(2011) Jochen Tautges et al.   ACM TRANSACTIONS ON GRAPHICS

Efficient motion data indexing and retrieval with local similarity measure of motion strings

(2009) Shuangyuan Wu et al.   VISUAL COMPUTER