David Ahmedt-Aristizabal

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 49

Top Topics

Cervical Cancer

Motion Analysis

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Sam Cantrill, David Ahmedt-Aristizabal, Lars Petersson, Hanna Suominen, Mohammad Ali Armin
Orientation-conditioned Facial Texture Mapping for Video-based Facial Remote Photoplethysmography Estimation. CoRR (2024)
Jiahao Ma, Miaomiao Liu, David Ahmedt-Aristizabal, Chuong Nguyen
HashPoint: Accelerated Point Searching and Sampling for Neural Rendering. CoRR (2024)
Yanshuo Wang, Ali Cheraghian, Zeeshan Hayder, Jie Hong, Sameera Ramasinghe, Shafin Rahman, David Ahmedt-Aristizabal, Xuesong Li, Lars Petersson, Mehrtash Harandi
Backpropagation-free Network for 3D Test-time Adaptation. CoRR (2024)
Remi Chierchia, Léo Lebrat, David Ahmedt-Aristizabal, Olivier Salvado, Clinton Fookes, Rodrigo Santa Cruz
SALVE: A 3D Reconstruction Benchmark of Wounds from Consumer-grade Videos. CoRR (2024)
Rahm Ranjan, David Ahmedt-Aristizabal, Mohammad Ali Armin, Juno Kim
Computer Vision for Clinical Gait Analysis: A Gait Abnormality Video Dataset. CoRR (2024)
Huiyu Gao, Jiahao Ma, David Ahmedt-Aristizabal, Chuong Nguyen, Miaomiao Liu
SOAF: Scene Occlusion-aware Neural Acoustic Field. CoRR (2024)
Yanshuo Wang, Jie Hong, Ali Cheraghian, Shafin Rahman, David Ahmedt-Aristizabal, Lars Petersson, Mehrtash Harandi
Continual Test-time Domain Adaptation via Dynamic Sample Selection. WACV (2024)
David Ahmedt-Aristizabal, Daniel Smith, Muhammad Rizwan Khokher, Xun Li, Adam L. Smith, Lars Petersson, Vivien Rolland, Everard J. Edwards
An In-Field Dynamic Vision-Based Analysis for Vineyard Yield Estimation. IEEE Access 12 (2024)
Wenhui Xiao, Rodrigo Santa Cruz, David Ahmedt-Aristizabal, Olivier Salvado, Clinton Fookes, Léo Lebrat
NeRF Director: Revisiting View Selection in Neural Volume Rendering. CoRR (2024)
David Ahmedt-Aristizabal, Chuong Nguyen, Lachlan Tychsen-Smith, Ashley Stacey, Shenghong Li, Joseph Pathikulangara, Lars Petersson, Dadong Wang
Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging. Comput. Methods Programs Biomed. 232 (2023)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Zeeshan Hayder, Norberto Garcia-Cairasco, Lars Petersson, Clinton Fookes, Simon Denman, Aileen McGonigal
Deep Learning Approaches for Seizure Video Analysis: A Review. CoRR (2023)
Yadan Li, Mohammad Ali Armin, Simon Denman, David Ahmedt-Aristizabal
Automated Coronary Arteries Labeling Via Geometric Deep Learning. ISBI (2023)
Harshala Gammulle, David Ahmedt-Aristizabal, Simon Denman, Lachlan Tychsen-Smith, Lars Petersson, Clinton Fookes
Continuous Human Action Recognition for Human-machine Interaction: A Review. ACM Comput. Surv. 55 (13s) (2023)
Yanshuo Wang, Jie Hong, Ali Cheraghian, Shafin Rahman, David Ahmedt-Aristizabal, Lars Petersson, Mehrtash Harandi
Continual Test-time Domain Adaptation via Dynamic Sample Selection. CoRR (2023)
Léo Lebrat, Rodrigo Santa Cruz, Remi Chierchia, Yulia Arzhaeva, Mohammad Ali Armin, Joshua Goldsmith, Jeremy Oorloff, Prithvi Reddy, Chuong Nguyen, Lars Petersson, Michelle Barakat-Johnson, Georgina Luscombe, Clinton Fookes, Olivier Salvado, David Ahmedt-Aristizabal
Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis. CoRR (2023)
Thisun Dayarathna, Thamidu Muthukumarana, Yasiru Rathnayaka, Simon Denman, Chathura de Silva, Akila Pemasiri, David Ahmedt-Aristizabal
Privacy-Preserving in-bed pose monitoring: A fusion and reconstruction study. Expert Syst. Appl. 213 (Part) (2023)
Harshala Gammulle, David Ahmedt-Aristizabal, Simon Denman, Lachlan Tychsen-Smith, Lars Petersson, Clinton Fookes
Continuous Human Action Recognition for Human-Machine Interaction: A Review. CoRR (2022)
Pengbo Wei, David Ahmedt-Aristizabal, Harshala Gammulle, Simon Denman, Mohammad Ali Armin
Vision-Based Activity Recognition in Children with Autism-Related Behaviors. CoRR (2022)
Thisun Dayarathna, Thamidu Muthukumarana, Yasiru Rathnayaka, Simon Denman, Chathura de Silva, Akila Pemasiri, David Ahmedt-Aristizabal
Privacy-Preserving In-Bed Pose Monitoring: A Fusion and Reconstruction Study. CoRR (2022)
Brano Kusy, Jiajun Liu, Aninda Saha, Yang Li, Ross Marchant, Jeremy Oorloff, Lachlan Tychsen-Smith, David Ahmedt-Aristizabal, Brendan Do, Joey Crosswell, Russel Babcock, Andy Steven, Megha Malpani, Ard Oerlemans
In-situ data curation: a key to actionable AI at the edge. MobiCom (2022)
Yang Li, Jiajun Liu, Brano Kusy, Ross Marchant, Brendan Do, Torsten Merz, Joey Crosswell, Andy Steven, Lachlan Tychsen-Smith, David Ahmedt-Aristizabal, Jeremy Oorloff, Peyman Moghadam, Russ Babcock, Megha Malpani, Ard Oerlemans
A Real-time Edge-AI System for Reef Surveys. CoRR (2022)
Ting Cao, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains. ISBI (2022)
Yang Li, Jiajun Liu, Brano Kusy, Ross Marchant, Brendan Do, Torsten Merz, Joey Crosswell, Andy Steven, Lachlan Tychsen-Smith, David Ahmedt-Aristizabal, Jeremy Oorloff, Peyman Moghadam, Russ Babcock, Megha Malpani, Ard Oerlemans
A real-time edge-AI system for reef surveys. MobiCom (2022)
Yadan Li, Mohammad Ali Armin, Simon Denman, David Ahmedt-Aristizabal
Automated Coronary Arteries Labeling Via Geometric Deep Learning. CoRR (2022)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson
A survey on graph-based deep learning for computational histopathology. Comput. Medical Imaging Graph. 95 (2022)
David Ahmedt-Aristizabal, Chuong Nguyen, Lachlan Tychsen-Smith, Ashley Stacey, Shenghong Li, Joseph Pathikulangara, Lars Petersson, Dadong Wang
Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging. CoRR (2022)
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Jonathan Edward Robinson, Sridha Sridharan, Patrick J. Johnston, Kristin R. Laurens, Clinton Fookes
Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses. IEEE J. Biomed. Health Informatics 25 (1) (2021)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future. CoRR (2021)
Ruiqi Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
Towards Interpretable Attention Networks for Cervical Cancer Analysis. CoRR (2021)
Ziqing Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
Video-Based Inpatient Fall Risk Assessment: A Case Study. CoRR (2021)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson
A Survey on Graph-Based Deep Learning for Computational Histopathology. CoRR (2021)
Ruiqi Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
Towards Interpretable Attention Networks for Cervical Cancer Analysis. EMBC (2021)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future. Sensors 21 (14) (2021)
Ziqing Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
Video-Based Inpatient Fall Risk Assessment: A Case Study. EMBC (2021)
Jiajun Liu, Brano Kusy, Ross Marchant, Brendan Do, Torsten Merz, Joey Crosswell, Andy Steven, Nic Heaney, Karl von Richter, Lachlan Tychsen-Smith, David Ahmedt-Aristizabal, Mohammad Ali Armin, Geoffrey Carlin, Russ Babcock, Peyman Moghadam, Daniel Smith, Tim Davis, Kemal El Moujahid, Martin Wicke, Megha Malpani
The CSIRO Crown-of-Thorn Starfish Detection Dataset. CoRR (2021)
Ting Cao, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains. CoRR (2021)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson
Attention Networks for Multi-Task Signal Analysis. EMBC (2020)
Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, Sridha Sridharan, Kristin R. Laurens, Patrick J. Johnston, Clinton Fookes
Neural memory plasticity for medical anomaly detection. Neural Networks 127 (2020)
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Lars Petersson, Matthew J. Aburn, Clinton Fookes
Neural Memory Networks for Seizure Type Classification. EMBC (2020)
Manuel Martínez, David Ahmedt-Aristizabal, Tilman Väth, Clinton Fookes, Andreas Benz, Rainer Stiefelhagen
A Vision-based System for Breathing Disorder Identification: A Deep Learning Perspective. EMBC (2019)
David Ahmedt-Aristizabal, Kien Nguyen, Simon Denman, M. Saquib Sarfraz, Sridha Sridharan, Sasha Dionisio, Clinton Fookes
Vision-Based Mouth Motion Analysis in Epilepsy: A 3D Perspective. EMBC (2019)
Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, Sridha Sridharan, Kristin R. Laurens, Patrick J. Johnston, Clinton Fookes
Neural Memory Plasticity for Anomaly Detection. CoRR (2019)
Akila Pemasiri, David Ahmedt-Aristizabal, Kien Nguyen, Sridha Sridharan, Sasha Dionisio, Clinton Fookes
Semantic Segmentation Of Hands In Multimodal Images: A Region New-Based CNN Approach. ISBI (2019)
David Ahmedt-Aristizabal, M. Saquib Sarfraz, Simon Denman, Kien Nguyen, Clinton Fookes, Sasha Dionisio, Rainer Stiefelhagen
Motion Signatures for the Analysis of Seizure Evolution in Epilepsy. EMBC (2019)
David Ahmedt-Aristizabal, Simon Denman, Kien Nguyen, Sridha Sridharan, Sasha Dionisio, Clinton Fookes
Understanding Patients' Behavior: Vision-Based Analysis of Seizure Disorders. IEEE J. Biomed. Health Informatics 23 (6) (2019)
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Lars Petersson, Matthew J. Aburn, Clinton Fookes
Neural Memory Networks for Robust Classification of Seizure Type. CoRR (2019)
David Ahmedt-Aristizabal, Clinton Fookes, Kien Nguyen, Sridha Sridharan
Deep Classification of Epileptic Signals. CoRR (2018)
David Ahmedt-Aristizabal, Kien Nguyen, Simon Denman, Sridha Sridharan, Sasha Dionisio, Clinton Fookes
Deep Motion Analysis for Epileptic Seizure Classification. EMBC (2018)
David Ahmedt-Aristizabal, Clinton Fookes, Kien Nguyen, Sridha Sridharan
Deep Classification of Epileptic Signals. EMBC (2018)
David Ahmedt-Aristizabal, Edilson Delgado-Trejos, Jesús Francisco Vargas-Bonilla, Jorge Alberto Jaramillo-Garzón
Dynamic signature for a closed-set identification based on nonlinear analysis. IJCB (2011)