Subject area for
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Faculty Member
- DR Edmund Kazmierczak Faculty Member
- DR Kris Ehinger
- DR Les Kitchen Faculty Member
- DR Mohsen Kazemi
- DR Robert Gordon
- DR Sudanthi Wijewickrema Faculty Member
- PROF Marimuthu Palaniswami Faculty Member
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Authored Research Books
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Conference Papers Refereed
- A BAYESIAN MODEL SELECTION APPROACH TO FMRI ACTIVATION DETECTION
- A KULLBACK-LEIBLER DIVERGENCE APPROACH FOR WAVELET-BASED BLIND IMAGE DECONVOLUTION
- A Kullback-Leibler Methodology for HRF Estimation in fMRI Data
- A LESION SHAPE AND MARGIN CHARACTERIZATION METHOD IN DYNAMIC CONTRAST ENHANCED MAGNETIC RESONANCE IMAGING OF BREAST
- A Quantitative Technique for Assessing the Change in Severity over Time in Psoriatic Lesions Using Computer Aided Image Analysis
- A sequential dictionary learning algorithm with enforced sparsity
- AN EFFECTIVE IMAGE RESTORATION USING KULLBACK-LEIBLER DIVERGENCE MINIMIZATION
- AN IMPROVED BUILDING DETECTION TECHNIQUE FOR COMPLEX SCENES
- ANALYSIS OF ADC MODEL ROBUSTNESS IN DIFFUSION-WEIGHTED MRI
- AUTOMATED RECONSTRUCTION OF WALLS FROM AIRBORNE LIDAR DATA FOR COMPLETE 3D BUILDING MODELLING
- Adaptation of Marching Cubes for the Simulation of Material Removal from Segmented Volume Data
- Adaptive 2DCCA based approach for improving spatial specificity of activation detection in functional MRI
- An informatics approach for the study of neuron migratory dynamics
- Automated Segmentation of Surgical Motion for Performance Analysis and Feedback
- Automatic Optical and IR Image Fusion for Plant Water Stress Analysis
- Automatic Retinal Minimum Distance Band (MDB)Computation from SD-OCT Images
- Automatic Segmentation of the Rima Glottidis in 4D Laryngeal CT Scans in Parkinson’s Disease
- Automatic scoring of erythema and scaling severity in psoriasis diagnosis
- Blurred Image Deconvolution using Gaussian Scale Mixtures Model in Wavelet Domain.
- CSMSDL: A COMMON SEQUENTIAL DICTIONARY LEARNING ALGORITHM FOR MULTI-SUBJECT FMRI DATA SETS ANALYSIS
- Cluster-based Crowd Movement Behavior Detection
- Comparing causality measures of fMRI data using PCA, CCA and Vector Autoregressive Modelling
- Decompounding on Compact Lie Groups
- Delaunay-supported edges for image graphs
- Determination of Object Directions Using Optical Flow for Crowd Monitoring
- Disc segmentation and BMO-MRW measurement from SD-OCT image using graph search and tracing of three bench mark reference layers of retina
- Estimation of Vocal Fold Plane in 3D CT Images for Diagnosis of Vocal Fold Abnormalities
- FALSE POSITIVE REDUCTION IN CT COLONOGRAPHY USING SPECTRAL COMPRESSION AND CURVATURE TENSOR SMOOTHING OF SURFACE GEOMETRY
- FMRI ACTIVATION DETECTION USING A VARIANT OF AKAIKE INFORMATION CRITERION
- FUNCTIONAL BRAIN CONNECTIVITY AS REVEALED BY SINGULAR SPECTRUM ANALYSIS
- Feature Accentuation in Phosphenated Images
- Fuzzy inference systems in MR image processing - A review
- HIERARCHICAL SPARSE BRAIN NETWORK ESTIMATION
- IMPROVED BUILDING DETECTION USING TEXTURE INFORMATION
- INTEGRATION OF LIDAR DATA AND ORTHOIMAGE FOR AUTOMATIC 3D BUILDING ROOF PLANE EXTRACTION
- Integrating Automated Object Detection into Mapping in USARSim
- Integrity verification in medical image retrieval systems using spread spectrum steganography
- Investigating brain dynamics and connectivity with functional MRI
- Lesion Segmentation in Dynamic Contrast Enhanced MRI of Breast
- Mean shape models for polyp detection in ct colonography
- Mode division multiplexing MIMO-OFDM optical transmission
- Motion Artefact Removal in Functional Near-infrared Spectroscopy Signals Based on Robust Estimation
- PCCA: A PROJECTION CCA METHOD FOR EFFECTIVE FMRI DATA ANALYSIS
- QUANTIFYING INFORMATION FLOW IN FMRI USING THE KULLBAKC-LEIBLER DIVERGENCE
- Re-estimating the electrotonic length constant for neuroprosthetic electrical stimulation
- Robust Dictionary Learning Using α-Divergence
- Sensor Scheduling for Bearings-Only Tracking with A Single Sensor
- Sequential Structured Dictionary Learning for Block Sparse Representations
- Spread Spectrum Steganographic Capacity Improvement for Medical Image Security in Teleradiology.
- Straight-edge extraction in distorted images using gradient correction
- The nonsmooth Newton method on Riemannian manifolds
- Tow-tank investigation of the developing zero-pressure-gradient turbulent boundary layer
- VEIN SEGMENTATION USING SHAPE-BASED MARKOV RANDOM FIELDS
- Visualization of clusters in very large rectangular dissimilarity data
- clusiVAT: A Mixed Visual/Numerical Clustering Algorithm for Big Data
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Conference Papers Unrefereed
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Contract
- Collaboration Agreement between UoM and Melbourne Health
- EVALUATION OF VISUALISATION AND MAPPING OF VASCULAR TERRITORIES FROM THE BRAIN
- Intelligence Image Degradation Classification and Image Enhancement - La Trobe - Wang - DSI Collaborative Research Grant
- LICENCE AGREEMENT - JUELICH INSTITUTE OF NEUROSCIENCE AND MEDECINE (JINM) - SHARING OF RESEARCH SOFTWARE AS PART OF BI-LATERAL COLLABORATION LEX 29870
- LOAN AGREEMENT FOR SPECIAL SEQUENCE WORKS IN PROGRESS 'SPECIAL SEQUENCE WIP' LEX30451
- POSITRON EMISSION TOMOGRAPHY FOR THE STUDY OF NEUROLOGICAL DISEASES
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Grant
- A novel approach to diffusion MRI for greatly improved imaging of brain white matter and its connectivity.
- APPLICATION OF MODERN IMAGE PROCESSING AND MACHINE LEARNING TECHNIQUES FOR INDIVIDUALISED MANAGEMENT AND OPTIMISED USE OF TARGETED THERAPY IN NEUROENDOCRINE CANCER
- Application of High Resolution Peripheral Quantitative Computed Tomography to the early detection of Microstructural Deterioration in Rheumatoid Arthritis and Osteoporosis
- Design and Development of a Digital PASI Scoring Device
- Design and Development of a Digital PASI Scoring Device
- Design of Adaptive Learning Visual Sensor Networks for Crowd Modelling in High-Density and Occluded Scenarios
- Dissecting mechanisms of cell wall deposition and variability for improved understanding of our crop plants and products
- EFFICIENT LEARNING FROM MULTIPLE BRAIN IMAGING DATA SETS
- Investigating evidence of control system dynamics in visuomotor skill acquisition using multimodal functional magnetic resonance imaging.
- Learning Brain Networks from Resting State fMRI Data
- Novel methods to study structural-functional connectivity in the brain
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Journal Articles Refereed
- 3D-multi-echo radial imaging of Na-23 (3D-MERINA) for time-efficient multi-parameter tissue compartment mapping
- A Connectome-Based Comparison of Diffusion MRI Schemes
- A Kullback-Leibler Divergence Approach to Blind Image Restoration
- A Sequential Block-Structured Dictionary Learning Algorithm for Block Sparse Representations
- A general few-projection method for tomographic reconstruction of samples consisting of several distinct materials
- A generalised framework for super-resolution track-weighted imaging
- A k-space sharing 3D GRASE pseudocontinuous ASL method for whole-brain resting-state functional connectivity
- A mathematical-descriptor of tumor-mesoscopic-structure from computed-tomography images annotates prognostic- and molecular-phenotypes of epithelial ovarian cancer
- A neurodevelopnnental basis for BECTS: Evidence from structural MRI
- A novel computer aided quantification method of focal arteriolar narrowing using colour retinal image
- AUTOMATIC 3D MODELLING FOR PROSTATE CANCER BRACHYTHERAPY
- Altered Speeds and Trajectories of Neurons Migrating in the Ventricular and Subventricular Zones of the Reeler Neocortex
- An Integrated Framework for Joint HRF and Drift Estimation and HbO/HbR Signal Improvement in fNIRS Data
- An effective retinal blood vessel segmentation method using multi-scale line detection
- An image segmentation framework for extracting tumors from breast magnetic resonance images
- Are Tiled Display Walls Needed for Astronomy?
- Automated estimation of leaf area index from grapevine canopies using cover photography, video and computational analysis methods
- Automatic Segmentation of Scaling in 2-D Psoriasis Skin Images
- Automatic identification of the temporal retinal nerve fiber raphe from macular cube data
- Biometric authentication system using retinal vessel pattern and geometric hashing
- Can high-resolution peripheral quantitative computed tomography imaging of subchondral and cortical bone predict condylar fracture in Thoroughbred racehorses?
- Characterisation of conduction phenomena in soils at the particle-scale: Finite element analyses in conjunction with synthetic 3D imaging
- Classification and evaluation strategies of auto-segmentation approaches for PET: Report of AAPM task group No. 211
- Crowd Event Detection on Optical Flow Manifolds
- Deep Learning based Anomaly Detection
- Digital Cover Photography for Estimating Leaf Area Index (LAI) in Apple Trees Using a Variable Light Extinction Coefficient
- Fast Estimation of Approximate Matrix Ranks Using Spectral Densities
- Feature selection using mutual information in CT colonography
- From Point to Local Neighborhood: Polyp Detection in CT Colonography Using Geodesic Ring Neighborhoods
- HRF Estimation in fMRI Data With an Unknown Drift Matrix by Iterative Minimization of the Kullback-Leibler Divergence
- Identification of Directed Influence: Granger Causality, Kullback-Leibler Divergence, and Complexity
- Improved partial volume correction for single inversion time arterial spin labeling data
- Improving the Incoherence of a Learned Dictionary via Rank Shrinkage
- Inverse Synthetic Aperture Radar Imaging Using Frame Theory
- Is First-Order Vector Autoregressive Model Optimal for fMRI Data?
- Maximum Entropy-Based Auto Drift Correction Using High-and Low-Precision Sensors
- Model Selection Criteria for Image Restoration
- Molecular Expansion of an Individual Coiled DNA on a Graphite Surface
- Multiparametric MRI and radiomics in prostate cancer: a review
- Novel technique to determine the pK(A) of clonidine at prejunctional alpha(2)-adrenoceptors in cardiac and vascular sympathetic transmission
- Orientation of the Temporal Nerve Fiber Raphe in Healthy and in Glaucomatous Eyes
- Performance Comparisons of Contour-Based Corner Detectors
- Predicting prostate tumour location from multiparametric MRI using Gaussian kernel support vector machines: a preliminary study
- Real-Time Urban Microclimate Analysis Using Internet of Things
- Remote sensing of post-fire vegetation recovery; a study using Landsat 5 TM imagery and NDVI in North-East Victoria
- Retinal artery-vein caliber grading using color fundus imaging
- Robust Foreground Detection: A Fusion of Masked Grey World, Probabilistic Gradient Information and Extended Conditional Random Field Approach
- Robust Hemodynamic Response Function Estimation From fNIRS Signals
- Robust Observation Detection for Single Object Tracking: Deterministic and Probabilistic Patch-Based Approaches
- Rule discovery and distance separation to detect reliable miRNA biomarkers for the diagnosis of lung squamous cell carcinoma
- SIFT: Spherical-deconvolution informed filtering of tractograms
- Smoke detection in video using wavelets and support vector machines
- Sparse Principal Component Analysis With Preserved Sparsity Pattern
- Sparse and smooth canonical correlation analysis through rank-1 matrix approximation
- Spatially Dependent Filtering for Removing Phase Distortions at the Cortical Surface
- Super-resolution track-density imaging studies of mouse brain: Comparison to histology
- TBC1D24 mutation associated with focal epilepsy, cognitive impairment and a distinctive cerebro-cerebellar malformation
- Tensor based sparse decomposition of 3D shape for visual detection of mirror symmetry
- The use of image analysis to determine the number and position of cattle at a water point
- Track-weighted functional connectivity (TW-FC): A tool for characterizing the structural-functional connections in the brain
- Tracking and Localizing Moving Targets in the Presence of Phase Measurement Ambiguities
- Two dimensional CCA via penalized matrix decomposition for structure preserved fMRI data analysis
- Understanding the Relationship Between Interactive Optimisation and Visual Analytics in the Context of Prostate Brachytherapy.
- White matter abnormalities and neurocognitive deficits associated with the passivity phenomenon in schizophrenia: Adiffusion tensor imaging study
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Journal Articles Unrefereed Letters Or Notes
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Other Refereed Contribution To Refereed Journals
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Research Book Chapters