Irene Yu-Hua Gu

58 papers A 1B 8C 4Misc 4Journal 25Unranked 16

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