Naghdy, Golshah

Research Areas

0906 - ELECTRICAL AND ELECTRONIC ENGINEERING

Selected Publications

Journal Article

Year	Title
2020	Adaptive bag-of-visual word modelling using stacked-autoencoder and particle swarm optimisation for the unsupervised categorisation of images Published In IET Image Processing
2020	Classification of multiclass imbalanced data using cost-sensitive decision tree c5.0 Published In IAES International Journal of Artificial Intelligence
2019	Body postural sway analysis in older people with different fall histories Published In Medical and Biological Engineering and Computing
2019	Chemotherapy-induced fatigue estimation using hidden Markov model Published In Biocybernetics and Biomedical Engineering
2019	Investigating the detection of intention signal during different exercise protocols in robot-assisted hand movement of stroke patients and healthy subjects using EEG-BCI system Published In Advances in Science, Technology and Engineering Systems
2019	Quantitative and non-invasive measurement of exercise-induced fatigue Published In Proceedings of the Institution of Mechanical Engineers Part P: Journal of Sports Engineering and Technology
2019	Review of the application of machine learning to the automatic semantic annotation of images Published In IET Image Processing
2018	Design of adaptive control and virtual reality-based fine hand motion rehabilitation system and its effects in subacute stroke patients Published In Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
2018	Measurement and validation of exercise induced fatigue through inertial motion analysis Published In ASME Journal of Engineering and Science in Medical Diagnostics and Therapy
2018	The Combined Effects of Adaptive Control and Virtual Reality on Robot-Assisted Fine Hand Motion Rehabilitation in Chronic Stroke Patients: A Case Study Published In Journal of Stroke and Cerebrovascular Diseases
2017	Automatic Affect Perception Based on Body Gait and Posture: A Survey Published In International Journal of Social Robotics
2017	Objective clinical gait analysis using inertial sensors and six minute walking test Published In Pattern Recognition
2016	Fall Risk Assessment in Older People Published In The International Journal of Engineering and Science
2015	Balance assessment in older people using inertial sensors Published In Journal of Medical and Bioengineering
2015	Unsupervised region of intrest detection using fast and surf Published In Computer Science & Information Technology
2012	Computer aided decision support system for cervical cancer classification Published In Proceedings of SPIE - International Society for Optical Engineering
2012	Objective clinical fitness assessment using inertial sensors Published In Procedia Engineering
2007	Automatic image annotation for semantic image retrieval Published In Lecture Notes in Computer Science: Advances in Visual Information Systems
2007	Multiresolution video object extraction fitted to scalable wavelet-based object coding Published In IET Image Processing

Chapter

Year	Title
2018	Temporal Difference (TD) based critic-actor adaptive control for a fine hand motion rehabilitation robot Published In Mechatronics and Machine Vision in Practice 3 Publisher Cham, Switzerland

Conference Paper

Year	Title
2020	Patient-Specific Robot-Assisted Stroke Rehabilitation Guided by EEG - A Feasibility Study Published In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2020
2020	Quantitative Frailty Assessment Based on Kinematic Parameters of Daily Living Activities Published In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2019	Elimination of Spatial Incoherency in Bag-of-Visual Words Image Representation Using Visual Sentence Modelling Published In International Conference on Image and Vision Computing New Zealand (IVCNZ 2018)
2018	Assessing the Risk of Fall in Older People through Turning Test Published In 2018 IEEE International Symposium on Medical Measurements and Applications, Proceedings: MeMeA
2018	Investigating electrode sites for intention detection during robot based hand movement using EEG-BCI system Published In Proceedings - 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering, BIBE 2018
2018	Quantitative frailty assessment using activity of daily living (ADL) Published In Proceedings - 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering, BIBE 2018
2017	Clinical effectiveness of combined virtual reality and robot assisted fine hand motion rehabilitation in subacute stroke patients Published In IEEE International Conference on Rehabilitation Robotics
2016	Objective clinical functional assessment of breast cancer patients using inertial motion capture Published In IEEE Region 10 Conference (TENCON)
2016	Objective fatigue measurement through adaptive neuro-fuzzy inference system Published In 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP)
2015	Impact of age on body postural sway Published In TENCON 2015 - 2015 IEEE Region 10 Conference
2015	Assessment of exercise induced fatigue through motion analysis Published In TENCON 2015 - 2015 IEEE Region 10 Conference
2015	Bag-of-visual words codebook development for the semantic content based annotation of images Published In 2015 11th International Conference on Signal-Image Technology & Internet-Based Systems
2015	Efficient region of interest detection using blind image division Published In 2015 Signal Processing Symposium, SPSympo 2015
2015	Reinforcement learning neural network (RLNN) based adaptive control of fine hand motion rehabilitation robot Published In Control Applications (CCA), 2015 IEEE Conference on
2014	Unsupervised image classification by probabilistic latent semantic analysis for the annotation of images Published In 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014
2013	Assessing the Impact of Fatigue on Gait Using Inertial Sensors Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)
2013	Fall risk assessment in older people using inertial sensors Published In Enabling Active Ageing Conference Proceedings: The 12th National Conference of Emerging Researchers in Ageing
2012	Morphological characteristics of cervical cells for cervical cancer diagnosis Published In Proceedings of the 2011 2nd International Congress on Computer Applications and Computational Science, Volume 2
2012	Perceptions of a gender-inclusive curriculum amongst Australian information and communications technology academics Published In Proceedings of the Fourteenth Australasian Computing Education Conference, ACE2012
2011	Cervical cancer classification using Gabor filters Published In 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2011
2011	Objective functional capacity assessment using inertial sensor Published In Proceedings 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology (HISB)
2010	3D Geometric and Haptic Modeling of Hand-Woven Textile Artifacts Published In World Computer Congress
2010	Classification cervical cancer using histology images Published In International Conference on Computer Engineering and Applications
2009	A generic approach to haptic modeling of textile artifacts Published In SPIE Optics and Photonics: Image and Signal Processing
2009	An analysis of medical image processing methods for segmentation of the inner ear Published In IADIS Multiconference, Computer Graphics, Visualization, Computer Vision and Image Processing
2008	3D geometric modelling of hand-woven textile Published In IS&T/SPIE 20th Annual Symposium Electronic Imaging Science and Technology
2007	A multi-class image classification system using salient features and support vector machines Published In International Conference on Intelligent Sensors, Sensor Networks and Information Processing
2007	Automatic annotation of digital images using colour structure and edge direction Published In International Conference on Signal Processing and Communication Systems

Investigator On

Year	Title
2009	Addressing ICT curriculum recommendations from surveys of academics, workplace graduates and employers Awarded by: Australian Learning & Teaching Council (ALTC) Funding Scheme: Priority Projects Program

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Enhancement of Robot-Assisted Rehabilitation Outcomes of Post-Stroke Patients Using Movement-Related Cortical Potential	Butt, Maryam
Doctor of Philosophy	Quantitative measurement and Assessment of Frailty in Elderly	Panhwar, Yasmeen Naz

Located In Facility

Building 35, Room G39

Research Areas

0906 - ELECTRICAL AND ELECTRONIC ENGINEERING

Selected Publications

Journal Article

Year	Title
2020	Adaptive bag-of-visual word modelling using stacked-autoencoder and particle swarm optimisation for the unsupervised categorisation of images Published In IET Image Processing
2020	Classification of multiclass imbalanced data using cost-sensitive decision tree c5.0 Published In IAES International Journal of Artificial Intelligence
2019	Body postural sway analysis in older people with different fall histories Published In Medical and Biological Engineering and Computing
2019	Chemotherapy-induced fatigue estimation using hidden Markov model Published In Biocybernetics and Biomedical Engineering
2019	Investigating the detection of intention signal during different exercise protocols in robot-assisted hand movement of stroke patients and healthy subjects using EEG-BCI system Published In Advances in Science, Technology and Engineering Systems
2019	Quantitative and non-invasive measurement of exercise-induced fatigue Published In Proceedings of the Institution of Mechanical Engineers Part P: Journal of Sports Engineering and Technology
2019	Review of the application of machine learning to the automatic semantic annotation of images Published In IET Image Processing
2018	Design of adaptive control and virtual reality-based fine hand motion rehabilitation system and its effects in subacute stroke patients Published In Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
2018	Measurement and validation of exercise induced fatigue through inertial motion analysis Published In ASME Journal of Engineering and Science in Medical Diagnostics and Therapy
2018	The Combined Effects of Adaptive Control and Virtual Reality on Robot-Assisted Fine Hand Motion Rehabilitation in Chronic Stroke Patients: A Case Study Published In Journal of Stroke and Cerebrovascular Diseases
2017	Automatic Affect Perception Based on Body Gait and Posture: A Survey Published In International Journal of Social Robotics
2017	Objective clinical gait analysis using inertial sensors and six minute walking test Published In Pattern Recognition
2016	Fall Risk Assessment in Older People Published In The International Journal of Engineering and Science
2015	Balance assessment in older people using inertial sensors Published In Journal of Medical and Bioengineering
2015	Unsupervised region of intrest detection using fast and surf Published In Computer Science & Information Technology
2012	Computer aided decision support system for cervical cancer classification Published In Proceedings of SPIE - International Society for Optical Engineering
2012	Objective clinical fitness assessment using inertial sensors Published In Procedia Engineering
2007	Automatic image annotation for semantic image retrieval Published In Lecture Notes in Computer Science: Advances in Visual Information Systems
2007	Multiresolution video object extraction fitted to scalable wavelet-based object coding Published In IET Image Processing

Chapter

Year	Title
2018	Temporal Difference (TD) based critic-actor adaptive control for a fine hand motion rehabilitation robot Published In Mechatronics and Machine Vision in Practice 3 Publisher Cham, Switzerland

Conference Paper

Year	Title
2020	Patient-Specific Robot-Assisted Stroke Rehabilitation Guided by EEG - A Feasibility Study Published In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2020
2020	Quantitative Frailty Assessment Based on Kinematic Parameters of Daily Living Activities Published In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2019	Elimination of Spatial Incoherency in Bag-of-Visual Words Image Representation Using Visual Sentence Modelling Published In International Conference on Image and Vision Computing New Zealand (IVCNZ 2018)
2018	Assessing the Risk of Fall in Older People through Turning Test Published In 2018 IEEE International Symposium on Medical Measurements and Applications, Proceedings: MeMeA
2018	Investigating electrode sites for intention detection during robot based hand movement using EEG-BCI system Published In Proceedings - 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering, BIBE 2018
2018	Quantitative frailty assessment using activity of daily living (ADL) Published In Proceedings - 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering, BIBE 2018
2017	Clinical effectiveness of combined virtual reality and robot assisted fine hand motion rehabilitation in subacute stroke patients Published In IEEE International Conference on Rehabilitation Robotics
2016	Objective clinical functional assessment of breast cancer patients using inertial motion capture Published In IEEE Region 10 Conference (TENCON)
2016	Objective fatigue measurement through adaptive neuro-fuzzy inference system Published In 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP)
2015	Impact of age on body postural sway Published In TENCON 2015 - 2015 IEEE Region 10 Conference
2015	Assessment of exercise induced fatigue through motion analysis Published In TENCON 2015 - 2015 IEEE Region 10 Conference
2015	Bag-of-visual words codebook development for the semantic content based annotation of images Published In 2015 11th International Conference on Signal-Image Technology & Internet-Based Systems
2015	Efficient region of interest detection using blind image division Published In 2015 Signal Processing Symposium, SPSympo 2015
2015	Reinforcement learning neural network (RLNN) based adaptive control of fine hand motion rehabilitation robot Published In Control Applications (CCA), 2015 IEEE Conference on
2014	Unsupervised image classification by probabilistic latent semantic analysis for the annotation of images Published In 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014
2013	Assessing the Impact of Fatigue on Gait Using Inertial Sensors Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)
2013	Fall risk assessment in older people using inertial sensors Published In Enabling Active Ageing Conference Proceedings: The 12th National Conference of Emerging Researchers in Ageing
2012	Morphological characteristics of cervical cells for cervical cancer diagnosis Published In Proceedings of the 2011 2nd International Congress on Computer Applications and Computational Science, Volume 2
2012	Perceptions of a gender-inclusive curriculum amongst Australian information and communications technology academics Published In Proceedings of the Fourteenth Australasian Computing Education Conference, ACE2012
2011	Cervical cancer classification using Gabor filters Published In 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2011
2011	Objective functional capacity assessment using inertial sensor Published In Proceedings 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology (HISB)
2010	3D Geometric and Haptic Modeling of Hand-Woven Textile Artifacts Published In World Computer Congress
2010	Classification cervical cancer using histology images Published In International Conference on Computer Engineering and Applications
2009	A generic approach to haptic modeling of textile artifacts Published In SPIE Optics and Photonics: Image and Signal Processing
2009	An analysis of medical image processing methods for segmentation of the inner ear Published In IADIS Multiconference, Computer Graphics, Visualization, Computer Vision and Image Processing
2008	3D geometric modelling of hand-woven textile Published In IS&T/SPIE 20th Annual Symposium Electronic Imaging Science and Technology
2007	A multi-class image classification system using salient features and support vector machines Published In International Conference on Intelligent Sensors, Sensor Networks and Information Processing
2007	Automatic annotation of digital images using colour structure and edge direction Published In International Conference on Signal Processing and Communication Systems

Investigator On

Year	Title
2009	Addressing ICT curriculum recommendations from surveys of academics, workplace graduates and employers Awarded by: Australian Learning & Teaching Council (ALTC) Funding Scheme: Priority Projects Program

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Enhancement of Robot-Assisted Rehabilitation Outcomes of Post-Stroke Patients Using Movement-Related Cortical Potential	Butt, Maryam
Doctor of Philosophy	Quantitative measurement and Assessment of Frailty in Elderly	Panhwar, Yasmeen Naz

Located In Facility

Building 35, Room G39

Naghdy, Golshah Associate Professor

Associate Professor

Overview

Research Areas

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Contact

Located In Facility

Overview

Research Areas

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Contact

Located In Facility

Visualisations

Research Areas