Yixiao Yun

Visar 26 publikationer

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)
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
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 i proceeding
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
Artikel i vetenskaplig tidskrift
2016

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

Yixiao Yun, Irene Yu-Hua Gu
Computer Vision and Image Understanding. Vol. 148, p. 111-122
Artikel i vetenskaplig tidskrift
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 i proceeding
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 i proceeding
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 i proceeding
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
Kapitel i bok
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 i proceeding
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 i proceeding
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 i proceeding
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 i proceeding
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 i proceeding
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 i proceeding
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 i proceeding
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 i proceeding
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 i proceeding
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 i proceeding
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 -
Artikel i vetenskaplig tidskrift
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-
Konferensbidrag (offentliggjort, men ej förlagsutgivet)
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 i proceeding
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 i proceeding
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 i proceeding

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