Yixiao Yun

Showing 26 publications

2017

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

Yixiao Yun, Irene Yu-Hua Gu
Eurasip Journal on Image and Video Processing (1)
Journal article
2017

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

Yixiao Yun, Irene Yu-Hua Gu
Computer Vision and Image Understanding. Vol. 161, p. 65-76
Journal article
2016

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

Irene Yu-Hua Gu, Durga Priya Kumar, Yixiao Yun
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 9730, p. 490-499
Paper in proceedings
2016

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

Yixiao Yun, Irene Yu-Hua Gu
Neurocomputing. Vol. 207, p. 726-734
Journal article
2016

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

Irene Yu-Hua Gu, Grzegorz Sowulewski, Yixiao Yun et al
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, p. 2395-2398
Paper in proceedings
2016

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

Yixiao Yun, Irene Yu-Hua Gu
IEEE International Conference on E-health Networking, Application & Services (HealthCom 2016), Munich, Germany, Sept. 14-17, 2016., p. 363-368
Paper in proceedings
2016

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

Durga Priya Kumar, Yixiao Yun, Irene Yu-Hua Gu
41st IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, 20-25 March 2016, p. 1337-1341
Paper in proceedings
2016

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

Yixiao Yun, Irene Yu-Hua Gu
Ambient Assisted Living and Enhanced Living Environments: Principles, Technologies and Control, p. 395-425
Book chapter
2015

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

Yixiao Yun, Irene Yu-Hua Gu
IEEE International Conference on Image Processing ICIP, 27-30 Sept., 2015, p. 3280-3284
Paper in proceedings
2015

Fall Detection in RGB-D Videos for Elderly Care

Yixiao Yun, Christopher Innocenti, Gustav Nero et al
17th IEEE Int'l conf. on E-Health, Networking, Application & Services (HealthCom'15), 2015, p. 6-
Paper in proceedings
2014

Graph Construction for Salient Object Detection in Videos

Keren Fu, Irene Yu-Hua Gu, Yixiao Yun et al
22th International Conference on Pattern Recognition, 24-28 Aug. 2014, Stockholm, Sweden, p. 2371-2376
Paper in proceedings
2014

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

Yixiao Yun, Mohamed Hashim Changrampadi, Irene Yu-Hua Gu
1st International Conference on Signal Processing and Integrated Networks (SPIN), p. 174-177
Paper in proceedings
2014

Adaptive Multi-Level Region Merging for Salient Object Detection

Keren Fu, Chen Gong, Yixiao Yun et al
British Machine Vision Conference (BMVC) 2014, p. 11 -
Paper in proceedings
2014

Video-Based Detection and Analysis of Driver Distraction and Inattention

Yixiao Yun, Irene Yu-Hua Gu, Mikhail Bolbat et al
2014 International Conference on Signal Processing and Integrated Networks, SPIN 2014. Noida, Delhi-NCR, India, 20 - 21, February, p. 190 - 195
Paper in proceedings
2014

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

Yixiao Yun, Keren Fu, Irene Yu-Hua Gu et al
8th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2014; Venezia; Italy; 4 November 2014 through 7 November 2014, p. Art. no. a20-
Paper in proceedings
2014

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

Yixiao Yun, Keren Fu, Irene Yu-Hua Gu et al
IEEE International Conference on Image Processing (ICIP 2014), Oct.27 - 30, 2014, Paris, France, p. 1902-1906
Paper in proceedings
2013

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

Yixiao Yun, Irene Yu-Hua Gu, Julien Provost et al
Seventh ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC 2013), Oc.29-Nov.1, Palm Springs, California, USA, p. 6-
Paper in proceedings
2013

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

Yixiao Yun, Irene Yu-Hua Gu, Hamid Aghajan
IEEE International Conference on Image Processing (ICIP 2013), Sept.15 - 18, Melbourne, Australia, p. 3466-3469
Paper in proceedings
2013

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

Yixiao Yun, Irene Yu-Hua Gu, Hamid Aghajan
IEEE Journal on Emerging and Selected Topics in Circuits and Systems. Vol. 3, p. 12 -
Journal article
2013

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

Yixiao Yun, Irene Yu-Hua Gu
Swedish Symposium on Image Analysis (SSBA 2013), March 14-15, Göteborg, Sweden, p. 4-
Conference contribution
2012

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

Yixiao Yun, Irene Yu-Hua Gu, Hamid Aghajan
6th ACM/IEEE Int'l Conf on Distributed Smart Cameras (ICDSC 12), Oct 30 - Nov.2, 2012, Hong Kong, p. 6 pages-
Paper in proceedings
2012

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

Mohamed Hashim Changrampadi, Yixiao Yun, Irene Yu-Hua Gu
Proceedings - International Conference on Pattern Recognition, 21st ICPR 2012, Tsukuba,Japan, 11-15 November 2012, p. 2865-2868
Paper in proceedings
2012

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

Yixiao Yun, Irene Yu-Hua Gu
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, p. 1949-1952
Paper in proceedings

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