Irene Y. H. Gu
Orcid: 0000-0003-4759-7038Affiliations:
- Chalmers University of Technology, Department of Signals and Systems, Gothenburg, Sweden
- Eindhoven University of Technology, The Netherlands (PhD 1992)
According to our database1,
Irene Y. H. Gu
authored at least 128 papers
between 1989 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on zbmath.org
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on scopus.com
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on chalmers.se
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on orcid.org
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on id.loc.gov
On csauthors.net:
Bibliography
2024
Hierarchical LSTM-Based Classification of Household Heating Types Using Measurement Data.
IEEE Trans. Smart Grid, 2024
2022
A Feasibility Study on Deep Learning Based Brain Tumor Segmentation Using 2D Ellipse Box Areas.
Sensors, 2022
2021
IEEE Trans. Instrum. Meas., 2021
2020
BMC Medical Imaging, 2020
Enlarged Training Dataset by Pairwise GANs for Molecular-Based Brain Tumor Classification.
IEEE Access, 2020
2019
Refinet: A Deep Segmentation Assisted Refinement Network for Salient Object Detection.
IEEE Trans. Multim., 2019
J. Ambient Intell. Smart Environ., 2019
Multi-stream multi-scale deep convolutional networks for Alzheimer's disease detection using MR images.
Neurocomputing, 2019
Neurocomputing, 2019
Multiscale Deep Convolutional Networks for Characterization and Detection of Alzheimer's Disease Using MR images.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Cross-Modality Augmentation of Brain Mr Images Using a Novel Pairwise Generative Adversarial Network for Enhanced Glioma Classification.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Multi-stream Convolutional Autoencoder and 2D Generative Adversarial Network for Glioma Classification.
Proceedings of the Computer Analysis of Images and Patterns, 2019
2018
An efficient 3D deep convolutional network for Alzheimer's disease diagnosis using MR images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Deep Learning and Multi-Sensor Fusion for Glioma Classification Using Multistream 2D Convolutional Networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Co-Saliency-Enhanced Deep Recurrent Convolutional Networks for Human Fall Detection in E-Healthcare.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
IEEE Trans. Multim., 2017
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
Riemannian manifold-valued part-based features and geodesic-induced kernel machine for activity classification dedicated to assisted living.
Comput. Vis. Image Underst., 2017
Human fall detection using segment-level cnn features and sparse dictionary learning.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017
2016
IEEE Trans. Computational Imaging, 2016
Human fall detection in videos by fusing statistical features of shape and motion dynamics on Riemannian manifolds.
Neurocomputing, 2016
Robust manifold-preserving diffusion-based saliency detection by adaptive weight construction.
Neurocomputing, 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.
Comput. Vis. Image Underst., 2016
Geodesic distance transform-based salient region segmentation for automatic traffic sign recognition.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016
Privacy-Preserving Fall Detection in Healthcare Using Shape and Motion Features from Low-Resolution RGB-D Videos.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Exploiting riemannian manifolds for daily activity classification in video towards health care.
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016
3D limb movement tracking and analysis for neurological dysfunctions of neonates using multi-camera videos.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
IEEE Trans. Image Process., 2015
Traffic sign recognition using salient region features: A novel learning-based coarse-to-fine scheme.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Determinant of the information matrix: A new rotation invariant optimality metric to design gradient encoding schemes.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Human fall detection via shape analysis on Riemannian manifolds with applications to elderly care.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
Proceedings of the 17th International Conference on E-health Networking, 2015
Video-based tracking and quantified assessment of spontaneous limb movements in neonates.
Proceedings of the 17th International Conference on E-health Networking, 2015
2014
Online domain-shift learning and object tracking based on nonlinear dynamic models and particle filters on Riemannian manifolds.
Comput. Vis. Image Underst., 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
Visual object tracking with online learning on Riemannian manifolds by one-class support vector machines.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the International Conference on Distributed Smart Cameras, 2014
Employing Particle Filters on Riemannian Manifolds for Online Domain-Shift Object Learning and Occlusion Handling.
Proceedings of the International Conference on Distributed Smart Cameras, 2014
Automatic traffic sign recognition based on saliency-enhanced features and SVMs from incrementally built dataset.
Proceedings of the International Conference on Connected Vehicles and Expo, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the British Machine Vision Conference, 2014
2013
Nonlinear Dynamic Model for Visual Object Tracking on Grassmann Manifolds With Partial Occlusion Handling.
IEEE Trans. Cybern., 2013
Superpixel based color contrast and color distribution driven salient object detection.
Signal Process. Image Commun., 2013
J. Electronic Imaging, 2013
Multi-View ML Object Tracking With Online Learning on Riemannian Manifolds by Combining Geometric Constraints.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Riemannian manifold-based support vector machine for human activity classification in images.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Multi-view hand tracking using epipolar geometry-based consistent labeling for an industrial application.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013
Road traffic tracking and parameter estimation based on visual information analysis using self-calibrated camera views.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013
Super-Resolution reconstruction of High Dynamic Range images with perceptual weighting of errors.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Grassmann manifold online learning and partial occlusion handling for visual object tracking under Bayesian formulation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Multi-class ada-boost classification of object poses through visual and infrared image information fusion.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Maximum-likelihood object tracking from multi-view video by combining homography and epipolar constraints.
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012
Multi-view face pose classification by boosting with weak hypothesis fusion using visual and infrared images.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Regularized optimization for joint super-resolution and high dynamic range image reconstruction in a perceptually uniform domain.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
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., 2011
Robust Visual Object Tracking Using Multi-Mode Anisotropic Mean Shift and Particle Filters.
IEEE Trans. Circuits Syst. Video Technol., 2011
Signal processing and classification tools for intelligent distributed monitoring and analysis of the smart grid.
Proceedings of the 2nd IEEE PES International Conference and Exhibition on "Innovative Smart Grid Technologies", 2011
Visual trackingand dynamic learning on the Grassmann manifold with inference from a Bayesian framework and state space models.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Tracking visual and infrared objects using joint Riemannian manifold appearance and affine shape modeling.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Bayesian online learning on Riemannian manifolds using a dual model with applications to video object tracking.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Joint feature correspondences and appearance similarity for robust visual object tracking.
IEEE Trans. Inf. Forensics Secur., 2010
Combining Foreground / Background Feature Points and Anisotropic Mean Shift For Enhanced Visual Object Tracking.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009
Proceedings of the Advances in Multimedia Information Processing, 2009
Adaptive particle filters for visual object tracking using joint PCA appearance model and consensus point correspondences.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Joint anisotropic mean shift and consensus point feature correspondences for object tracking in video.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Joint particle filters and multi-mode anisotropic mean shift for robust tracking of video objects with partitioned areas.
Proceedings of the International Conference on Image Processing, 2009
Online detection of snowcoverage and swing angles of electrical insulators on power transmission lines using videos.
Proceedings of the International Conference on Image Processing, 2009
Parameter estimation of multidimensional NMR signals based on high-resolution subband analysis of 2D NMR projections.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
Intelligent Video Surveillance for Detecting Snow and Ice Coverage on Electrical Insulators of Power Transmission Lines.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
2008
An Efficient Sequential Approach to Tracking Multiple Objects Through Crowds for Real-Time Intelligent CCTV Systems.
IEEE Trans. Syst. Man Cybern. Part B, 2008
Face tracking using Rao-Blackwellized particle filter and pose-dependent probabilistic PCA.
Proceedings of the International Conference on Image Processing, 2008
Automatic Surveillance and Analysis of Snow and Ice Coverage on Electrical Insulators of Power Transmission Lines.
Proceedings of the Computer Vision and Graphics, International Conference, 2008
Proceedings of the Computer Vision and Graphics, International Conference, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
EURASIP J. Adv. Signal Process., 2007
On the Empirical Estimation of Utility Distribution Damping Parameters Using Power Quality Waveform Data.
EURASIP J. Adv. Signal Process., 2007
Classification of Underlying Causes of Power Quality Disturbances: Deterministic versus Statistical Methods.
EURASIP J. Adv. Signal Process., 2007
Efficient Adaptive Background Subtraction Based on Multi-resolution Background Modelling and Updating.
Proceedings of the Advances in Multimedia Information Processing, 2007
Moving Object Tracking from Videos Based on Enhanced Space-Time-Range Mean Shift and Motion Consistency.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
ML Nonlinear Smoothing for Image Segmentation and its Relationship to the Mean Shift.
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Tracking moving objects in video using enhanced mean shift and region-based motion field.
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Multim. Syst., 2006
Proceedings of the Advances in Multimedia Information Processing, 2006
Proceedings of the Advances in Multimedia Information Processing, 2006
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Enhanced spatial-range mean shift color image segmentation by using convergence frequency and position.
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005
Error-resilient packet video coding using harmonic frame-expansions and temporal prediction.
Proceedings of the 2005 International Conference on Image Processing, 2005
2004
IEEE Trans. Image Process., 2004
Proceedings of the Sixth IEEE International Symposium on Multimedia Software Engineering, 2004
2003
Hue feature-based stereo scheme for detecting half-occlusion and order reversal of objects.
Proceedings of the Visual Communications and Image Processing 2003, 2003
Global optimization of video quality by improved rate control on IP-networks.
Proceedings of the Visual Communications and Image Processing 2003, 2003
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003
2002
IEEE Trans. Syst. Man Cybern. Part B, 2002
Detecting and locating landmine fields from vehicle- and air-borne measured IR Images.
Pattern Recognit., 2002
Foreground Object Detection in Changing Background Based on Color Co-Occurrence Statistics.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002
2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Coarse-to-fine planar object identification using invariant curve features and B-spline modeling.
Pattern Recognit., 2000
1999
Efficient planar object tracking and parameter estimation using compactly represented cubic B-spline curves.
IEEE Trans. Syst. Man Cybern. Part A, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
1997
Joint segmentation and B-spline object contour modelling for object tracking and motion compensation in image sequences.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
1991
Proceedings of the Second European Conference on Speech Communication and Technology, 1991
1989
Proceedings of the IEEE International Conference on Acoustics, 1989