Yixiao Yun

Visual information-based activity recognition and fall detection for assisted living and ehealthcare

2017

Time-Dependent Bag of Words on Manifolds for Geodesic-Based Classification of Video Activities towards Assisted Living and Healthcare

Riemannian manifold-valued part-based features and geodesic-induced kernel machine for activity classification dedicated to assisted living

3D Limb Movement Tracking and Analysis for Neurological Dysfunctions of Neonates Using Multi-Camera Videos

2016

Riemannian Manifold-Based Modeling and Classification Methods for Video Activities with Applications to Assisted Living and Smart Home

Human Fall Detection in Videos by Fusing Statistical Features of Shape and Motion Dynamics on Riemannian Manifolds

Exploiting Riemannian Manifolds for Daily Activity Classification in Video Towards Health Care

Privacy-Preserving Fall Detection in Healthcare using Shape and Motion Features from Low-Resolution RGB-D Videos

Fall detection in RGB-D videos by combining shape and motion features

Human fall detection in videos via boosting and fusing statistical features of appearance, shape and motion dynamics on Riemannian manifolds with applications to assisted living

Fall Detection in RGB-D Videos for Elderly Care

Human Fall Detection via Shape Analysis on Riemannian Manifolds with Applications to Elderly Care

Human Activity Recognition in Images Using SVMs and Geodesics on Smooth Manifolds

Visual Object Tracking with Online Learning on Riemannian Manifolds by One-Class Support Vector Machines

Graph Construction for Salient Object Detection in Videos

Head Pose Classification by Multi-Class AdaBoost with Fusion of RGB and Depth Images

Video-Based Detection and Analysis of Driver Distraction and Inattention

Adaptive Multi-Level Region Merging for Salient Object Detection

Multi-View Hand Tracking using Epipolar Geometry-Based Consistent Labeling for an Industrial Application

2013

Visual Object Tracking and Classification Using Multiple Sensor Measurements

2013

Riemannian Manifold-Based Support Vector Machine for Human Activity Classification in Images

2013

Image Classification by Multi-Class Boosting of Visual and Infrared Fusion with Applications to Object Pose Recognition

Multi-View ML Object Tracking with Online Learning on Riemannian Manifolds by Combining Geometric Constraints

2012

Maximum-Likelihood Object Tracking from Multi-View Video by Combining Homography and Epipolar Constraints

2012

Multi-Class Ada-Boost Classification of Object Poses through Visual and Infrared Image Information Fusion

2012

Multi-view Face Pose Classification by Boosting with Weak Hypothesis Fusion Using Visual and Infrared Images