Subject area for
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Faculty Member
- DR Edmund Kazmierczak Faculty Member
- DR Les Kitchen Faculty Member
- DR Robert Gordon
- DR Sudanthi Wijewickrema Faculty Member
- DR Yasmeen George
- 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 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
- A lesion shape and margin characterization method in dynamic contrast enhanced magnetic resonance imaging of breast
- AN EFFECTIVE IMAGE RESTORATION USING KULLBACK-LEIBLER DIVERGENCE MINIMIZATION
- ANALYSIS OF ADC MODEL ROBUSTNESS IN DIFFUSION-WEIGHTED MRI
- 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 Improved Building Detection Technique for Complex Scenes
- An informatics approach for the study of neuron migratory dynamics
- Automated Reconstruction of Walls from Airborne LIDAR Data for Complete 3D Building Modelling
- Automated Segmentation of Surgical Motion for Performance Analysis and Feedback
- 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 optical and IR image fusion for plant water stress analysis
- Automatic scoring of erythema and scaling severity in psoriasis diagnosis
- Blurred image deconvolution using Gaussian scale mixtures model in wavelet domain
- Comparing causality measures of fMRI data using PCA, CCA and vector autoregressive modelling
- DISC SEGMENTATION AND BMO-MRW MEASUREMENT FROM SD-OCT IMAGE USING GRAPH SEARCH AND TRACING OF THREE BENCH MARK REFERENCE LAYERS OF RETINA
- Decompounding on Compact Lie Groups
- Delaunay-supported edges for image graphs
- Determination of Object Directions Using Optical Flow for Crowd Monitoring
- Estimation of Vocal Fold Plane in 3D CT Images for Diagnosis of Vocal Fold Abnormalities
- FMRI activation detection using a variant of Akaike information criterion
- False positive reduction in CT colonography using spectral compression and curvature tensor smoothing of surface geometry
- Feature Accentuation in Phosphenated Images
- Functional brain connectivity as revealed by singular spectrum analysis
- Fuzzy Inference Systems in MR Image Processing-A Review
- Hierarchical sparse brain network estimation
- Improved building detection using texture information
- Integrating Automated Object Detection into Mapping in USARSim
- Integration of LIDAR Data and Orthoimage for Automatic 3D Building Roof Plane Extraction
- 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
- Quantifying information flow in fMRI using the Kullbakc-Leibler divergence
- Re-estimating the electrotonic length constant for neuroprosthetic electrical stimulation
- Sensor Scheduling for Bearings-Only Tracking with A Single Sensor
- Skin Hair Removal for 2D Psoriasis Images
- 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
- Melbourne China-Singapore-India Communications Sensing and Coding (CSI-CSC) Research Network
- 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 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 neurodevelopmental 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
- 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
- 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 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 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
- 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