David Suter

Edith Cowan University — Australia

Computer Science · Physical Sciences

49h-index8.6kcitations332works1.62yr avg
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Research Topics

Advanced Vision and Imaging(94), Advanced Image and Video Retrieval Techniques(58), Robotics and Sensor-Based Localization(48), Video Surveillance and Tracking Methods(47), Image and Object Detection Techniques(46)

Publications332 total

Adaptive Graph Attention-Guided Parallel Sampling and Embedded Selection for Multi-Model Fitting
2025
From Pixels to Prognosis: A Multi-modal Attention-Based Framework for Visceral Adipose Tissue Estimation
Lecture notes in computer science·2025Open Access
Automated abdominal aortic calcification scoring from vertebral fracture assessment images and fall-associated hospitalisations: the Manitoba Bone Mineral Density Registry
GeroScience·2025· 2 citedOpen Access
VerteNet -- A Multi-Context Hybrid CNN Transformer for Accurate Vertebral Landmark Localization in Lateral Spine DXA Images
arXiv (Cornell University)·2025Open Access
Automated abdominal aortic calcification and major adverse cardiovascular events in people undergoing osteoporosis screening: the Manitoba Bone Mineral Density Registry
Journal of Bone and Mineral Research·2025· 5 citedOpen Access
PanoSCU: A Simulation-Based Dataset for Panoramic Indoor Scene Understanding
IEEE Access·2025Open Access
Predicting Falls Through Muscle Weakness from a Single Whole Body Image: A Multimodal Contrastive Learning Framework
Lecture notes in computer science·2025
StratXplore: Strategic Novelty-seeking and Instruction-aligned Exploration for Vision and Language Navigation
2024· 1 cited
Indoor Scene Change Understanding (SCU): Segment, Describe, and Revert Any Change
2024· 1 cited
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction
arXiv (Cornell University)·2024Open Access
Segment Any Object Model (SAOM): Real-To-Simulation Fine-Tuning Strategy For Multi-Class Multi-Instance Segmentation
2024· 3 cited
AACLiteNet: A Lightweight Model for Detection of Fine-Grained Abdominal Aortic Calcification
arXiv (Cornell University)·2024· 2 citedOpen Access
StratXplore: Strategic Novelty-seeking and Instruction-aligned Exploration for Vision and Language Navigation
arXiv (Cornell University)·2024Open Access
Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation
arXiv (Cornell University)·2024Open Access
Machine-Learning Scored Abdominal Aortic Calcification is Associated With Fall-Associated Hospitalisations: The Manitoba Bone Mineral Density Registry
Heart Lung and Circulation·2024Open Access
Automated Abdominal Aortic Calcification Assessment and Major Adverse Cardiovascular Events in People Undergoing Osteoporosis Screening
Heart Lung and Circulation·2024Open Access
Simultaneous automated ascertainment of prevalent vertebral fracture and abdominal aortic calcification in clinical practice: role in fracture risk assessment
Journal of Bone and Mineral Research·2024· 7 citedOpen Access
Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation
arXiv (Cornell University)·2024Open Access
Estimating Blood Alcohol Level Through Facial Features for Driver Impairment Assessment
2024· 5 cited
Single Domain Generalization via Normalised Cross-correlation Based Convolutions
2024· 4 cited
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Frequent Co-authors

Tat-Jun Chin(20), Hanzi Wang(11), Liang Wang(4), Konrad Schindler(4), Chunhua Shen(3), Alireza Bab‐Hadiashar(3), Jin Yu(3), Pulak Purkait(3), Anders Eriksson(3), Julio H. Zaragoza(2), Michael S. Brown(2), Guosheng Lin(2), Anton van den Hengel(2), Quoc-Huy Tran(2), Ba‐Ngu Vo(2), Ba-Tuong Vo(2), Reza Hoseinnezhad(2), Jin Yu(2), Trung Pham(2), P. Tissainayagam(2)