Tivive , Fok Hing Chi

Top Publications

Year	Title
2008	A brain-inspired visual pattern recognition architecture and its applications

Research Areas

Selected Publications

Journal Article

Year	Title
2022	Classification of Improvised Explosive Devices Using Multilevel Projective Dictionary Learning with Low-Rank Prior Published In IEEE Transactions on Geoscience and Remote Sensing
2021	Clutter Removal in Through-the-Wall Radar Imaging Using Sparse Autoencoder with Low-Rank Projection Published In IEEE Transactions on Geoscience and Remote Sensing
2021	Toward Moving Target Detection in Through-the-Wall Radar Imaging Published In IEEE Transactions on Geoscience and Remote Sensing
2020	GPR Target Detection by Joint Sparse and Low-Rank Matrix Decomposition Published In IEEE Transactions on Geoscience and Remote Sensing
2020	Through-the-wall target separation using low-rank and variational mode decomposition Published In IEEE Transactions on Geoscience and Remote Sensing
2020	Air Void Detection Using Variational Mode Decomposition with Low Rank Published In IEEE Sensors Journal
2020	Through the Wall Scene Reconstruction Using Low Rank and Total Variation Published In IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING
2019	GPR Target Detection by Joint Sparse and Low-Rank Matrix Decomposition Published In IEEE Transactions on Geoscience and Remote Sensing
2019	Through-the-wall target separation using low-rank and variational mode decomposition Published In IEEE Transactions on Geoscience and Remote Sensing
2018	Convolutional neural network acceleration with hardware/software co-design Published In Applied Intelligence
2017	A Sparse Bayesian Learning Approach for Through-Wall Radar Imaging of Stationary Targets Published In IEEE Transactions on Aerospace and Electronic Systems
2016	Hardware/software co-design for a gender recognition embedded system Published In Lecture notes in computer science
2015	A subspace projection approach for wall clutter mitigation in through-the-wall radar imaging Published In IEEE Transactions on Geoscience and Remote Sensing
2015	Classification of micro-Doppler signatures of human motions using log-Gabor filters Published In IET Radar, Sonar and Navigation
2010	A human gait classification method based on radar Doppler spectrograms Published In Eurasip Journal on Advances in Signal Processing
2010	Adaptive hierarchical architecture for visual recognition Published In Applied Optics
2008	A hierarchical learning network for face detection with in-plane rotation Published In Neurocomputing
2006	APPLICATION OF SICoNNETS TO HANDWRITTEN DIGIT RECOGNITION Published In INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS

Chapter

Year	Title
2017	Continuous-wave doppler radar for human gait classification Published In Radar for Indoor Monitoring: Detection, Classification, and Assessment Publisher Boca Raton, United States
2017	Radar for Indoor Monitoring Published In Radar for Indoor Monitoring Publisher CRC Press
2017	Sparsity-Aware Human Motion Indication Published In Compressive Sensing for Urban Radar Publisher CRC Press
2014	Compressive sensing for multipolarization through-the-wall radar imaging Published In Compressive Sensing for Urban Radar
2008	A brain-inspired visual pattern recognition architecture and its applications Published In Pattern Recognition Technologies and Applications: Recent Advances

Conference Paper

Year	Title
2018	Human Motion Classification with Micro-Doppler Radar and Bayesian-Optimized Convolutional Neural Networks Published In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings
2017	GPR signal classification with low-rank and convolutional sparse coding representation Published In IEEE Radar Conference, RadarConf 2017
2017	Joint Low-Rank and Sparse based Image Reconstruction for Through-the-Wall Radar Imaging Published In 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)
2017	Through-the-wall radar signal classification using discriminative dictionary learning Published In 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing
2016	Indoor Scene Reconstruction for Through-The-Wall Radar Imaging Using Low-Rank and Sparsity Constraints
2016	Indoor scene reconstruction for through-the-wall radar imaging using low-rank and sparsity constraints Published In 2016 IEEE Radar Conference (RadarConf)
2016	Radar imaging of stationary indoor targets using joint low-rank and sparsity constraints Published In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2016	Target detection in GPR data using joint low-rank and sparsity constraints Published In Proceedings of SPIE - The International Society for Optical Engineering
2015	A tensor-based subspace wall clutter mitigation method for through-the-wall radar imaging Published In Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
2015	Multi-view TWRI scene reconstruction using a joint Bayesian sparse approximation model Published In Conference on Compressive Sensing IV
2015	Multi-view indoor scene reconstruction from compressed through-wall radar measurements using a joint Bayesian sparse representation Published In Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
2015	Wall clutter mitigation using HOSVD in through-the-wall radar imaging with compressed sensing Published In IEEE International Conference on Digital Signal Processing (DSP)
2014	Enhanced wall clutter mitigation for compressed through-the-wall radar imaging using joint Bayesian sparse signal recovery Published In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)
2014	Multi-polarization through-the-wall radar imaging using joint bayesian compressed sensing Published In IEEE 19th International Conference on Digital Signal Processing (DSP)
2014	Multi-stage compressed sensing and wall clutter mitigation for through-the-wall radar image formation Published In 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM)
2013	A compressed sensing method for complex-valued signals with application to through-the-wall radar imaging Published In Proceedings of the 38th International Conference on Acoustics, Speech, and Signal Processing
2013	An image-based approach for classification of human micro-doppler radar signatures Published In Proceedings of SPIE - Active and Passive Signatures IV
2013	An improved SVD-based wall clutter mitigation method for through-the-wall radar imaging Published In IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2013)
2013	Enhanced through-the-wall radar imaging using bayesian compressive sensing Published In Proceedings of SPIE - Compressive Sensing II
2012	Automatic classification of human motions using Doppler radar Published In 2012 Annual International Joint Conference on Neural Networks (IJCNN)
2011	An SVD-based approach for mitigating wall reflections in through-the-wall radar imaging Published In 2011 IEEE Radar Conference: In the Eye of the Storm, RadarCon'11
2011	Multiple-measurement vector model and its application to through-the-wall radar imaging Published In Proceedings of 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
2011	Wall clutter mitigation based on eigen-analysis in through-the-wall radar imaging Published In 2011 17th International Conference on Digital Signal Processing (DSP)
2010	Automatic human motion classification from Doppler spectrograms Published In International Workshop Cognitive Information Processing
2010	Automatic recognition of smiling and neutral facial expressions Published In Digital Image Computing: Techniques and Applications
2010	Dimensionality reduction using compressed sensing and its application to a large-scale visual recognition task Published In IEEE World Congress on Computational Intelligence
2010	Feature selection for facial expression recognition Published In European Workshop on Visual Information Processing
2010	Fuzzy logic-based image fusion for multi-view through-the-wall radar Published In Digital Image Computing: Techniques and Applications
2010	Improved facial expression recognition with trainable 2-D filters and support vector machines Published In International Conference on Pattern Recognition
2009	A car detection system based on hierarchical visual features Published In IEEE Symposium on Computational intelligence for Multimedia Signal and Vision Processing
2008	A biologically inspired visual pedestrian detection system Published In IEEE International Joint Conference on Neural Networks
2007	A Nonlinear Feature Extractor for Texture Segmentation Published In 2014 IEEE International Conference on Image Processing (ICIP)
2007	A nonlinear feature extractor for texture segmentation Published In International Conference on Image Processing
2006	A Gender Recognition System using Shunting Inhibitory Convolutional Neural Networks
2006	Texture Classification using Convolutional Neural Networks

Investigator On

Year	Title
2022	Developing Deep Learning Tools for Road Information Extraction from Georeferenced High-resolution Imagery Awarded by: QLD Department of Transport and Main Roads Funding Scheme: TMR Spatial Labs Program
2022	New Deep Networks for Iris-based Post-Mortem Identification Awarded by: Defence Science and Technology Group Funding Scheme: AI for Decision Making
2021 - 2022	Developing a Deep Gabor Network for Vessel Detection and Classification in SAR Imagery Awarded by: Australian Geospatial Intelligence Organisation Funding Scheme: Analytics Lab Program
2020 - 2022	Enhanced detection, localisation and identification of sandcovered naval mines using novel hybrid signal processing methods Awarded by: Defence Innovation Network (DIN) Funding Scheme: Pilot Projects
2020 - 2021	Low-bias Age Prediction Awarded by: Defence Innovation Network (DIN) Funding Scheme: Artificial Intelligence for Decision Making Initiative
2020	Low-bias Age Prediction Awarded by: Defence Innovation Network (DIN) Funding Scheme: Artificial Intelligence for Decision Making Initiative

Located In Facility

Building 39A Room 210

Fax

42213236

Orcid Id

http://orcid.org/0000-0001-8961-2289 (confirmed)

Top Publications

Year	Title
2008	A brain-inspired visual pattern recognition architecture and its applications

Research Areas

Selected Publications

Journal Article

Year	Title
2022	Classification of Improvised Explosive Devices Using Multilevel Projective Dictionary Learning with Low-Rank Prior Published In IEEE Transactions on Geoscience and Remote Sensing
2021	Clutter Removal in Through-the-Wall Radar Imaging Using Sparse Autoencoder with Low-Rank Projection Published In IEEE Transactions on Geoscience and Remote Sensing
2021	Toward Moving Target Detection in Through-the-Wall Radar Imaging Published In IEEE Transactions on Geoscience and Remote Sensing
2020	GPR Target Detection by Joint Sparse and Low-Rank Matrix Decomposition Published In IEEE Transactions on Geoscience and Remote Sensing
2020	Through-the-wall target separation using low-rank and variational mode decomposition Published In IEEE Transactions on Geoscience and Remote Sensing
2020	Air Void Detection Using Variational Mode Decomposition with Low Rank Published In IEEE Sensors Journal
2020	Through the Wall Scene Reconstruction Using Low Rank and Total Variation Published In IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING
2019	GPR Target Detection by Joint Sparse and Low-Rank Matrix Decomposition Published In IEEE Transactions on Geoscience and Remote Sensing
2019	Through-the-wall target separation using low-rank and variational mode decomposition Published In IEEE Transactions on Geoscience and Remote Sensing
2018	Convolutional neural network acceleration with hardware/software co-design Published In Applied Intelligence
2017	A Sparse Bayesian Learning Approach for Through-Wall Radar Imaging of Stationary Targets Published In IEEE Transactions on Aerospace and Electronic Systems
2016	Hardware/software co-design for a gender recognition embedded system Published In Lecture notes in computer science
2015	A subspace projection approach for wall clutter mitigation in through-the-wall radar imaging Published In IEEE Transactions on Geoscience and Remote Sensing
2015	Classification of micro-Doppler signatures of human motions using log-Gabor filters Published In IET Radar, Sonar and Navigation
2010	A human gait classification method based on radar Doppler spectrograms Published In Eurasip Journal on Advances in Signal Processing
2010	Adaptive hierarchical architecture for visual recognition Published In Applied Optics
2008	A hierarchical learning network for face detection with in-plane rotation Published In Neurocomputing
2006	APPLICATION OF SICoNNETS TO HANDWRITTEN DIGIT RECOGNITION Published In INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS

Chapter

Year	Title
2017	Continuous-wave doppler radar for human gait classification Published In Radar for Indoor Monitoring: Detection, Classification, and Assessment Publisher Boca Raton, United States
2017	Radar for Indoor Monitoring Published In Radar for Indoor Monitoring Publisher CRC Press
2017	Sparsity-Aware Human Motion Indication Published In Compressive Sensing for Urban Radar Publisher CRC Press
2014	Compressive sensing for multipolarization through-the-wall radar imaging Published In Compressive Sensing for Urban Radar
2008	A brain-inspired visual pattern recognition architecture and its applications Published In Pattern Recognition Technologies and Applications: Recent Advances

Conference Paper

Year	Title
2018	Human Motion Classification with Micro-Doppler Radar and Bayesian-Optimized Convolutional Neural Networks Published In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings
2017	GPR signal classification with low-rank and convolutional sparse coding representation Published In IEEE Radar Conference, RadarConf 2017
2017	Joint Low-Rank and Sparse based Image Reconstruction for Through-the-Wall Radar Imaging Published In 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)
2017	Through-the-wall radar signal classification using discriminative dictionary learning Published In 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing
2016	Indoor Scene Reconstruction for Through-The-Wall Radar Imaging Using Low-Rank and Sparsity Constraints
2016	Indoor scene reconstruction for through-the-wall radar imaging using low-rank and sparsity constraints Published In 2016 IEEE Radar Conference (RadarConf)
2016	Radar imaging of stationary indoor targets using joint low-rank and sparsity constraints Published In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2016	Target detection in GPR data using joint low-rank and sparsity constraints Published In Proceedings of SPIE - The International Society for Optical Engineering
2015	A tensor-based subspace wall clutter mitigation method for through-the-wall radar imaging Published In Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
2015	Multi-view TWRI scene reconstruction using a joint Bayesian sparse approximation model Published In Conference on Compressive Sensing IV
2015	Multi-view indoor scene reconstruction from compressed through-wall radar measurements using a joint Bayesian sparse representation Published In Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
2015	Wall clutter mitigation using HOSVD in through-the-wall radar imaging with compressed sensing Published In IEEE International Conference on Digital Signal Processing (DSP)
2014	Enhanced wall clutter mitigation for compressed through-the-wall radar imaging using joint Bayesian sparse signal recovery Published In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)
2014	Multi-polarization through-the-wall radar imaging using joint bayesian compressed sensing Published In IEEE 19th International Conference on Digital Signal Processing (DSP)
2014	Multi-stage compressed sensing and wall clutter mitigation for through-the-wall radar image formation Published In 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM)
2013	A compressed sensing method for complex-valued signals with application to through-the-wall radar imaging Published In Proceedings of the 38th International Conference on Acoustics, Speech, and Signal Processing
2013	An image-based approach for classification of human micro-doppler radar signatures Published In Proceedings of SPIE - Active and Passive Signatures IV
2013	An improved SVD-based wall clutter mitigation method for through-the-wall radar imaging Published In IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2013)
2013	Enhanced through-the-wall radar imaging using bayesian compressive sensing Published In Proceedings of SPIE - Compressive Sensing II
2012	Automatic classification of human motions using Doppler radar Published In 2012 Annual International Joint Conference on Neural Networks (IJCNN)
2011	An SVD-based approach for mitigating wall reflections in through-the-wall radar imaging Published In 2011 IEEE Radar Conference: In the Eye of the Storm, RadarCon'11
2011	Multiple-measurement vector model and its application to through-the-wall radar imaging Published In Proceedings of 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
2011	Wall clutter mitigation based on eigen-analysis in through-the-wall radar imaging Published In 2011 17th International Conference on Digital Signal Processing (DSP)
2010	Automatic human motion classification from Doppler spectrograms Published In International Workshop Cognitive Information Processing
2010	Automatic recognition of smiling and neutral facial expressions Published In Digital Image Computing: Techniques and Applications
2010	Dimensionality reduction using compressed sensing and its application to a large-scale visual recognition task Published In IEEE World Congress on Computational Intelligence
2010	Feature selection for facial expression recognition Published In European Workshop on Visual Information Processing
2010	Fuzzy logic-based image fusion for multi-view through-the-wall radar Published In Digital Image Computing: Techniques and Applications
2010	Improved facial expression recognition with trainable 2-D filters and support vector machines Published In International Conference on Pattern Recognition
2009	A car detection system based on hierarchical visual features Published In IEEE Symposium on Computational intelligence for Multimedia Signal and Vision Processing
2008	A biologically inspired visual pedestrian detection system Published In IEEE International Joint Conference on Neural Networks
2007	A Nonlinear Feature Extractor for Texture Segmentation Published In 2014 IEEE International Conference on Image Processing (ICIP)
2007	A nonlinear feature extractor for texture segmentation Published In International Conference on Image Processing
2006	A Gender Recognition System using Shunting Inhibitory Convolutional Neural Networks
2006	Texture Classification using Convolutional Neural Networks

Investigator On

Year	Title
2022	Developing Deep Learning Tools for Road Information Extraction from Georeferenced High-resolution Imagery Awarded by: QLD Department of Transport and Main Roads Funding Scheme: TMR Spatial Labs Program
2022	New Deep Networks for Iris-based Post-Mortem Identification Awarded by: Defence Science and Technology Group Funding Scheme: AI for Decision Making
2021 - 2022	Developing a Deep Gabor Network for Vessel Detection and Classification in SAR Imagery Awarded by: Australian Geospatial Intelligence Organisation Funding Scheme: Analytics Lab Program
2020 - 2022	Enhanced detection, localisation and identification of sandcovered naval mines using novel hybrid signal processing methods Awarded by: Defence Innovation Network (DIN) Funding Scheme: Pilot Projects
2020 - 2021	Low-bias Age Prediction Awarded by: Defence Innovation Network (DIN) Funding Scheme: Artificial Intelligence for Decision Making Initiative
2020	Low-bias Age Prediction Awarded by: Defence Innovation Network (DIN) Funding Scheme: Artificial Intelligence for Decision Making Initiative

Located In Facility

Building 39A Room 210

Fax

42213236

Orcid Id

http://orcid.org/0000-0001-8961-2289 (confirmed)

Tivive , Fok Hing Chi Dr

Research Fellow

Overview

Top Publications

Research Areas

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Funding

Investigator On

Contact

Located In Facility

Fax

Identity

Orcid Id

Overview

Top Publications

Research Areas

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Funding

Investigator On

Contact

Located In Facility

Fax

Identity

Orcid Id

Visualisations

Research Areas