Irene Yu-Hua Gu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 28

Top Topics

Riemannian Manifolds

Assisted Living

Top Venues

Publications

Kristoffer Fürst, Peiyuan Chen, Irene Yu-Hua Gu
Hierarchical LSTM-Based Classification of Household Heating Types Using Measurement Data. IEEE Trans. Smart Grid 15 (2) (2024)
Muhaddisa Barat Ali, Xiaohan Bai, Irene Yu-Hua Gu, Mitchel S. Berger, Asgeir Store Jakola
A Feasibility Study on Deep Learning Based Brain Tumor Segmentation Using 2D Ellipse Box Areas. Sensors 22 (14) (2022)
Chenjie Ge, Roger Alves de Oliveira, Irene Yu-Hua Gu, Math H. J. Bollen
Deep Feature Clustering for Seeking Patterns in Daily Harmonic Variations. IEEE Trans. Instrum. Meas. 70 (2021)
Chenjie Ge, Irene Yu-Hua Gu, Asgeir Store Jakola, Jie Yang
Enlarged Training Dataset by Pairwise GANs for Molecular-Based Brain Tumor Classification. IEEE Access 8 (2020)
Chenjie Ge, Irene Yu-Hua Gu, Asgeir Store Jakola, Jie Yang
Deep semi-supervised learning for brain tumor classification. BMC Medical Imaging 20 (1) (2020)
Matjaz Gams, Irene Yu-Hua Gu, Aki Härmä, Andrés Muñoz, Vincent W. L. Tam
Artificial intelligence and ambient intelligence. J. Ambient Intell. Smart Environ. 11 (1) (2019)
Chenjie Ge, Qixun Qu, Irene Yu-Hua Gu, Asgeir Store Jakola
Multi-stream multi-scale deep convolutional networks for Alzheimer's disease detection using MR images. Neurocomputing 350 (2019)
Keren Fu, Qijun Zhao, Irene Yu-Hua Gu, Jie Yang
Deepside: A general deep framework for salient object detection. Neurocomputing 356 (2019)
Muhaddisa Barat Ali, Irene Yu-Hua Gu, Asgeir Store Jakola
Multi-stream Convolutional Autoencoder and 2D Generative Adversarial Network for Glioma Classification. CAIP (1) (2019)
Chenjie Ge, Irene Yu-Hua Gu, Asgeir Store Jakola, Jie Yang
Cross-Modality Augmentation of Brain Mr Images Using a Novel Pairwise Generative Adversarial Network for Enhanced Glioma Classification. ICIP (2019)
Keren Fu, Qijun Zhao, Irene Yu-Hua Gu
Refinet: A Deep Segmentation Assisted Refinement Network for Salient Object Detection. IEEE Trans. Multim. 21 (2) (2019)
Chenjie Ge, Qixun Qu, Irene Yu-Hua Gu, Asgeir Store Jakola
Multiscale Deep Convolutional Networks for Characterization and Detection of Alzheimer's Disease Using MR images. ICIP (2019)
Karl Bäckström, Mahmood Nazari, Irene Yu-Hua Gu, Asgeir Store Jakola
An efficient 3D deep convolutional network for Alzheimer's disease diagnosis using MR images. ISBI (2018)
Chenjie Ge, Irene Yu-Hua Gu, Asgeir Store Jakola, Jie Yang
Deep Learning and Multi-Sensor Fusion for Glioma Classification Using Multistream 2D Convolutional Networks. EMBC (2018)
Keren Fu, Irene Yu-Hua Gu, Jie Yang
Spectral salient object detection. Neurocomputing 275 (2018)
Chenjie Ge, Qixun Qu, Irene Yu-Hua Gu, Asgeir Store Jakola
3D Multi-Scale Convolutional Networks for Glioma Grading Using MR Images. ICIP (2018)
Chenjie Ge, Irene Yu-Hua Gu, Jie Yang
Co-Saliency-Enhanced Deep Recurrent Convolutional Networks for Human Fall Detection in E-Healthcare. EMBC (2018)
Yixiao Yun, Irene Yu-Hua Gu
Time-dependent bag of words on manifolds for geodesic-based classification of video activities towards assisted living and healthcare. EURASIP J. Image Video Process. 2017 (2017)
Keren Fu, Irene Yu-Hua Gu, Jie Yang
Saliency Detection by Fully Learning a Continuous Conditional Random Field. IEEE Trans. Multim. 19 (7) (2017)
Chenjie Ge, Irene Yu-Hua Gu, Jie Yang
Human fall detection using segment-level cnn features and sparse dictionary learning. MLSP (2017)
Yixiao Yun, Irene Yu-Hua Gu
Riemannian manifold-valued part-based features and geodesic-induced kernel machine for activity classification dedicated to assisted living. Comput. Vis. Image Underst. 161 (2017)
Durga Priya Kumar, Yixiao Yun, Irene Yu-Hua Gu
Fall detection in RGB-D videos by combining shape and motion features. ICASSP (2016)
Irene Yu-Hua Gu, Grzegorz Sowulewski, Yixiao Yun, Anders Flisberg, Magnus Thordstein
3D limb movement tracking and analysis for neurological dysfunctions of neonates using multi-camera videos. EMBC (2016)
Yixiao Yun, Irene Yu-Hua Gu
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. Comput. Vis. Image Underst. 148 (2016)
Mohammad Alipoor, Irene Yu-Hua Gu, Stephan E. Maier, Göran Starck, Andrew Mehnert, Fredrik Kahl
Optimal Gradient Encoding Schemes for Diffusion Tensor and Kurtosis Imaging. IEEE Trans. Computational Imaging 2 (3) (2016)
Irene Yu-Hua Gu, Durga Priya Kumar, Yixiao Yun
Privacy-Preserving Fall Detection in Healthcare Using Shape and Motion Features from Low-Resolution RGB-D Videos. ICIAR (2016)
Yixiao Yun, Irene Yu-Hua Gu
Exploiting riemannian manifolds for daily activity classification in video towards health care. HealthCom (2016)
Yixiao Yun, Irene Yu-Hua Gu
Human fall detection in videos by fusing statistical features of shape and motion dynamics on Riemannian manifolds. Neurocomputing 207 (2016)
Yixiao Yun, Irene Yu-Hua Gu
Human fall detection via shape analysis on Riemannian manifolds with applications to elderly care. ICIP (2015)
Keren Fu, Chen Gong, Irene Yu-Hua Gu, Jie Yang
Normalized Cut-Based Saliency Detection by Adaptive Multi-Level Region Merging. IEEE Trans. Image Process. 24 (12) (2015)
Yixiao Yun, Christopher Innocenti, Gustav Nero, Henrik Lindén, Irene Yu-Hua Gu
Fall detection in RGB-D videos for elderly care. HealthCom (2015)
Long Xu, Irene Yu-Hua Gu, Anders Flisberg, Magnus Thordstein
Video-based tracking and quantified assessment of spontaneous limb movements in neonates. HealthCom (2015)
Zulfiqar Hassan Khan, Irene Yu-Hua Gu
Online domain-shift learning and object tracking based on nonlinear dynamic models and particle filters on Riemannian manifolds. Comput. Vis. Image Underst. 125 (2014)
Yixiao Yun, Keren Fu, Irene Yu-Hua Gu, Jie Yang
Visual object tracking with online learning on Riemannian manifolds by one-class support vector machines. ICIP (2014)
Yixiao Yun, Keren Fu, Irene Yu-Hua Gu, Hamid K. Aghajan, Jie Yang
Human Activity Recognition in Images using SVMs and Geodesics on Smooth Manifolds. ICDSC (2014)
Keren Fu, Chen Gong, Yixiao Yun, Yijun Li, Irene Yu-Hua Gu, Jie Yang, Jingyi Yu
Adaptive Multi-Level Region Merging for Salient Object Detection. BMVC (2014)
Irene Yu-Hua Gu, Zulfiqar Hassan Khan
Employing Particle Filters on Riemannian Manifolds for Online Domain-Shift Object Learning and Occlusion Handling. ICDSC (2014)
Irene Yu-Hua Gu, Mikhail Bolbat
Road traffic tracking and parameter estimation based on visual information analysis using self-calibrated camera views. ICDSC (2013)
Keren Fu, Chen Gong, Jie Yang, Yue Zhou, Irene Yu-Hua Gu
Superpixel based color contrast and color distribution driven salient object detection. Signal Process. Image Commun. 28 (10) (2013)
Keren Fu, Chen Gong, Yu Qiao, Jie Yang, Irene Yu-Hua Gu
One-class support vector machine-assisted robust tracking. J. Electronic Imaging 22 (2) (2013)
Yixiao Yun, Irene Yu-Hua Gu, Hamid K. Aghajan
Riemannian manifold-based support vector machine for human activity classification in images. ICIP (2013)
Yixiao Yun, Irene Yu-Hua Gu, Julien Provost, Knut Åkesson
Multi-view hand tracking using epipolar geometry-based consistent labeling for an industrial application. ICDSC (2013)
Yixiao Yun, Irene Yu-Hua Gu, Hamid K. Aghajan
Multi-View ML Object Tracking With Online Learning on Riemannian Manifolds by Combining Geometric Constraints. IEEE J. Emerg. Sel. Topics Circuits Syst. 3 (2) (2013)
Zulfiqar Hassan Khan, Irene Yu-Hua Gu
Nonlinear Dynamic Model for Visual Object Tracking on Grassmann Manifolds With Partial Occlusion Handling. IEEE Trans. Cybern. 43 (6) (2013)
Mohammad Alipoor, Irene Yu-Hua Gu, Andrew J. H. Mehnert, Ylva Lilja, Daniel Nilsson
Optimal Diffusion Tensor Imaging with Repeated Measurements. MICCAI (1) (2013)
Tomas Bengtsson, Tomas McKelvey, Irene Yu-Hua Gu
Super-Resolution reconstruction of High Dynamic Range images with perceptual weighting of errors. ICASSP (2013)
Yixiao Yun, Irene Yu-Hua Gu, Hamid K. Aghajan
Maximum-likelihood object tracking from multi-view video by combining homography and epipolar constraints. ICDSC (2012)
Tomas Bengtsson, Irene Yu-Hua Gu, Mats Viberg, Konstantin Lindström
Regularized optimization for joint super-resolution and high dynamic range image reconstruction in a perceptually uniform domain. ICASSP (2012)
Zulfiqar Hassan Khan, Irene Yu-Hua Gu
Bayesian online learning on Riemannian manifolds using a dual model with applications to video object tracking. ICCV Workshops (2011)
Zulfiqar Hassan Khan, Irene Yu-Hua Gu
Adaptive appearance learning for visual object tracking. ICASSP (2011)
Zulfiqar Hassan Khan, Irene Yu-Hua Gu, Andrew G. Backhouse
Robust Visual Object Tracking Using Multi-Mode Anisotropic Mean Shift and Particle Filters. IEEE Trans. Circuits Syst. Video Technol. 21 (1) (2011)
Zulfiqar Hassan Khan, Irene Yu-Hua Gu
Visual trackingand dynamic learning on the Grassmann manifold with inference from a Bayesian framework and state space models. ICIP (2011)
Zulfiqar Hassan Khan, Irene Yu-Hua Gu, Andrew G. Backhouse
A Robust Particle Filter-Based Method for Tracking Single Visual Object Through Complex Scenes Using Dynamical Object Shape and Appearance Similarity. J. Signal Process. Syst. 65 (1) (2011)
Zulfiqar Hassan Khan, Irene Yu-Hua Gu
Tracking visual and infrared objects using joint Riemannian manifold appearance and affine shape modeling. ICCV Workshops (2011)
Zulfiqar Hassan Khan, Irene Yu-Hua Gu
Joint feature correspondences and appearance similarity for robust visual object tracking. IEEE Trans. Inf. Forensics Secur. 5 (3) (2010)
Sebastian Haner, Irene Yu-Hua Gu
Combining Foreground / Background Feature Points and Anisotropic Mean Shift For Enhanced Visual Object Tracking. ICPR (2010)
Tiesheng Wang, Irene Yu-Hua Gu, Tardi Tjahjadi
Enhanced Landmine Detection from Low Resolution IR Image Sequences. CAIP (2009)
Andrew G. Backhouse, Zulfiqar Hassan Khan, Irene Yu-Hua Gu
Robust Object Tracking Using Particle Filters and Multi-region Mean Shift. PCM (2009)