Mohammad-Ali Nikouei Mahani

3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection

Alexander Lehner, Stefano Gasperini, Alvaro Marcos-Ramiro et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 60 citations · Full text

Engineering, Machine Learning, Point Cloud Processing +18

Self-supervised region-aware segmentation of COVID-19 CT images using 3D GAN and contrastive learning

Siyavash Shabani, Morteza Homayounfar, Varut Vardhanabhuti et al. · Computers in Biology and Medicine · 2022 · 23 citations · Full text

Image Analysis, Covid-19 Ct, Medical Imaging +13

CertainNet: Sampling-Free Uncertainty Estimation for Object Detection

Stefano Gasperini, Jan Haug, Mohammad-Ali Nikouei Mahani et al. · IEEE Robotics and Automation Letters · 2021 · 22 citations · Full text

Engineering, Machine Learning, Size Uncertainties +16

Multisensory Perception of Contradictory Information in an Environment of Varying Reliability: Evidence for Conscious Perception and Optimal Causal Inference

Mohammad-Ali Nikouei Mahani, Saber Sheybani, Karin M. Bausenhart et al. · Scientific Reports · 2017 · 16 citations · Full text

RMS-FlowNet: Efficient and Robust Multi-Scale Scene Flow Estimation for Large-Scale Point Clouds

Ramy Battrawy, René Schuster, Mohammad-Ali Nikouei Mahani et al. · 2022 International Conference on Robotics and Automation (ICRA) · 2022 · 13 citations

Engineering, Machine Learning, Novel Flow +20