Rodrigo Santa Cruz

48 papers A* 5A 4B 1Misc 3Journal 23Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-View Consistent Wound Segmentation With Neural Fields.
CoRR
Remi Chierchia, Léo Lebrat, David Ahmedt-Aristizabal, Yulia Arzhaeva, Olivier Salvado, Clinton Fookes, Rodrigo Santa Cruz
2026 J jnl
NC-Reg : Neural Cortical Maps for Rigid Registration.
CoRR
Ines Vati, Pierrick Bourgeat, Rodrigo Santa Cruz, Vincent Doré, Olivier Salvado, Clinton Fookes, Léo Lebrat
2026 J jnl
Non-Invasive 3D Wound Measurement with RGB-D Imaging.
CoRR
Lena Harkämper, Léo Lebrat, David Ahmedt-Aristizabal, Olivier Salvado, Mattias Heinrich, Rodrigo Santa Cruz
2026 J jnl
VAE with Hyperspherical Coordinates: Improving Anomaly Detection from Hypervolume-Compressed Latent Space.
CoRR
Alejandro Ascarate, Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado
2025 B conf
Improving the Generation of VAEs with High Dimensional Latent Spaces by the use of Hyperspherical Coordinates.
IJCNN
Alejandro Ascarate, Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado
2025 J jnl
Improving the Generation of VAEs with High Dimensional Latent Spaces by the use of Hyperspherical Coordinates.
CoRR
Alejandro Ascarate, Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado
2025 J jnl
Neural Radiance Fields for the Real World: A Survey.
CoRR
Wenhui Xiao, Remi Chierchia, Rodrigo Santa Cruz, Xuesong Li, David Ahmedt-Aristizabal, Olivier Salvado, Clinton Fookes, Léo Lebrat
2025 A* conf
Queryable 3D Scene Representation: A Multi-Modal Framework for Semantic Reasoning and Robotic Task Planning.
ACM Multimedia
Xun Li, Rodrigo Santa Cruz, Mingze Xi, Hu Zhang, Madhawa Perera, Ziwei Wang, Ahalya Ravendran, Brandon J. Matthews, Feng Xu, Matt Adcock, Dadong Wang, Jiajun Liu
2025 J jnl
Queryable 3D Scene Representation: A Multi-Modal Framework for Semantic Reasoning and Robotic Task Planning.
CoRR
Xun Li, Rodrigo Santa Cruz, Mingze Xi, Hu Zhang, Madhawa Perera, Ziwei Wang, Ahalya Ravendran, Brandon J. Matthews, Feng Xu, Matt Adcock, Dadong Wang, Jiajun Liu
2025 A conf
SALVE: A 3D Reconstruction Benchmark of Wounds from Consumer-Grade Videos.
WACV
Remi Chierchia, Léo Lebrat, David Ahmedt-Aristizabal, Olivier Salvado, Clinton Fookes, Rodrigo Santa Cruz
2025 J jnl
Wound3DAssist: A Practical Framework for 3D Wound Assessment.
CoRR
Remi Chierchia, Rodrigo Santa Cruz, Léo Lebrat, Yulia Arzhaeva, Mohammad Ali Armin, Jeremy Oorloff, Chuong Nguyen, Olivier Salvado, Clinton Fookes, David Ahmedt-Aristizabal
2024 J jnl
Divide and Conquer: Rethinking the Training Paradigm of Neural Radiance Fields.
CoRR
Rongkai Ma, Léo Lebrat, Rodrigo Santa Cruz, Gil Avraham, Yan Zuo, Clinton Fookes, Olivier Salvado
2024 — conf
Localisation of Racial Information in Chest X-Ray for Deep Learning Diagnosis.
ISBI
Olivier Salvado, Salamata Konate, Rodrigo Santa Cruz, Andrew P. Bradley, Judy Wawira Gichoya, Laleh Seyyed-Kalantari, Brandon J. Price, Clinton Fookes, Léo Lebrat
2024 A* conf
NeRF Director: Revisiting View Selection in Neural Volume Rendering.
CVPR
Wenhui Xiao, Rodrigo Santa Cruz, David Ahmedt-Aristizabal, Olivier Salvado, Clinton Fookes, Léo Lebrat
2024 J jnl
NeRF Director: Revisiting View Selection in Neural Volume Rendering.
CoRR
Wenhui Xiao, Rodrigo Santa Cruz, David Ahmedt-Aristizabal, Olivier Salvado, Clinton Fookes, Léo Lebrat
2024 Misc conf
Point-Supervised Seagrass Segmentation for 3D Underwater Habitat Mapping.
DICTA
Miaohua Zhang, Rodrigo Santa Cruz, Yulia Arzhaeva, Xun Li, Brendan Do, Jeremy Oorloff, Mohammad Ali Armin, Zeeshan Hayder, David Ahmedt-Aristizabal
2024 J jnl
SALVE: A 3D Reconstruction Benchmark of Wounds from Consumer-grade Videos.
CoRR
Remi Chierchia, Léo Lebrat, David Ahmedt-Aristizabal, Olivier Salvado, Clinton Fookes, Rodrigo Santa Cruz
2024 — conf
Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis.
ISBI
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
2023 Misc conf
Bias Identification with RankPix Saliency.
ICASSP
Salamata Konate, Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Andrew P. Bradley, Olivier Salvado
2023 A conf
DBCE : A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations.
WACV
Joshua Peters, Léo Lebrat, Rodrigo Santa Cruz, Aaron Nicolson, Gregg Belous, Salamata Konate, Parnesh Raniga, Vincent Doré, Pierrick Bourgeat, Jurgen Mejan-Fripp, Clinton Fookes, Olivier Salvado
2023 — conf
Generalization Properties of Geometric 3D Deep Learning Models for Medical Segmentation.
ISBI
Léo Lebrat, Rodrigo Santa Cruz, Reuben Dorent, Javier Urriola Yaksic, Alex M. Pagnozzi, Gregg Belous, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
2023 J jnl
Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis.
CoRR
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
2023 — conf
When to Use Augmentation - Variability Insufficient for Cortical Thickness Estimation Improvement.
ISBI
Filip Rusak, Rodrigo Santa Cruz, Hilda Chourak, Elliot Smith, Jurgen Fripp, Clinton Fookes, Pierrick Bourgeat, Andrew P. Bradley
2022 — conf
CSIRO at ImageCLEFmedical Caption 2022.
CLEF (Working Notes)
Léo Lebrat, Aaron Nicolson, Rodrigo Santa Cruz, Gregg Belous, Bevan Koopman, Jason Dowling
2022 — conf
CorticalFlow
MICCAI (5)
Rodrigo Santa Cruz, Léo Lebrat, Darren Fu, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
2022 J jnl
CorticalFlow
CoRR
Rodrigo Santa Cruz, Léo Lebrat, Darren Fu, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
2022 J jnl
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction.
CoRR
Léo Lebrat, Rodrigo Santa Cruz, Frédéric de Gournay, Darren Fu, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
2022 — conf
Lesser of Two Evils Improves Learning in the Context of Cortical Thickness Estimation Models - Choose Wisely.
DALI@MICCAI
Filip Rusak, Rodrigo Santa Cruz, Elliot Smith, Jurgen Fripp, Clinton Fookes, Pierrick Bourgeat, Andrew P. Bradley
2022 J jnl
Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods.
Medical Image Anal.
Filip Rusak, Rodrigo Santa Cruz, Léo Lebrat, Ondrej Hlinka, Jurgen Fripp, Elliot Smith, Clinton Fookes, Andrew P. Bradley, Pierrick Bourgeat
2021 Misc conf
A Comparison of Saliency Methods for Deep Learning Explainability.
DICTA
Salamata Konate, Léo Lebrat, Rodrigo Santa Cruz, Elliot Smith, Andrew P. Bradley, Clinton Fookes, Olivier Salvado
2021 A* conf
CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction.
NeurIPS
Léo Lebrat, Rodrigo Santa Cruz, Frédéric de Gournay, Darren Fu, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
2021 A conf
DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction.
WACV
Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Clinton Fookes, Jurgen Fripp, Olivier Salvado
2021 — conf
Detail Matters: High-Frequency Content for Realistic Synthetic MRI Generation.
SASHIMI@MICCAI
Filip Rusak, Rodrigo Santa Cruz, Elliot Smith, Jurgen Fripp, Clinton Fookes, Pierrick Bourgeat, Andrew P. Bradley
2021 — conf
Going Deeper With Brain Morphometry Using Neural Networks.
ISBI
Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Vincent Doré, Jason Dowling, Jurgen Fripp, Clinton Fookes, Olivier Salvado
2021 A* conf
MongeNet: Efficient Sampler for Geometric Deep Learning.
CVPR
Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado
2021 J jnl
MongeNet: Efficient Sampler for Geometric Deep Learning.
CoRR
Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado
2021 — conf
Smocam: Smooth Conditional Attention Mask For 3d-Regression Models.
ISBI
Salamata Konate, Léo Lebrat, Rodrigo Santa Cruz, Pierrick Bourgeat, Vincent Doré, Jurgen Fripp, Andrew P. Bradley, Clinton Fookes, Olivier Salvado
2020 — conf
3D Brain MRI GAN-Based Synthesis Conditioned on Partial Volume Maps.
SASHIMI@MICCAI
Filip Rusak, Rodrigo Santa Cruz, Pierrick Bourgeat, Clinton Fookes, Jurgen Fripp, Andrew P. Bradley, Olivier Salvado
2020 J jnl
DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction.
CoRR
Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Clinton Fookes, Jurgen Fripp, Olivier Salvado
2020 J jnl
Going deeper with brain morphometry using neural networks.
CoRR
Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Vincent Doré, Jason Dowling, Jurgen Fripp, Clinton Fookes, Olivier Salvado
2020 — conf
Inferring Temporal Compositions of Actions Using Probabilistic Automata.
CVPR Workshops
Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould
2020 J jnl
Inferring Temporal Compositions of Actions Using Probabilistic Automata.
CoRR
Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould
2019 J jnl
Visual Permutation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
2018 A conf
Neural Algebra of Classifiers.
WACV
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
2018 J jnl
Neural Algebra of Classifiers.
CoRR
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
2017 A* conf
DeepPermNet: Visual Permutation Learning.
CVPR
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
2017 J jnl
DeepPermNet: Visual Permutation Learning.
CoRR
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
2016 J jnl
On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization.
CoRR
Stephen Gould, Basura Fernando, Anoop Cherian, Peter Anderson, Rodrigo Santa Cruz, Edison Guo