User profiles for Nicola Garau_______
 | Nicola GarauAssistant professor (RTD-a), University of Trento Verified email at unitn.it Cited by 227 |
Deca: Deep viewpoint-equivariant human pose estimation using capsule autoencoders
Human Pose Estimation (HPE) aims at retrieving the 3D position of human joints from images
or videos. We show that current 3D HPE methods suffer a lack of viewpoint equivariance, …
or videos. We show that current 3D HPE methods suffer a lack of viewpoint equivariance, …
Interpretable part-whole hierarchies and conceptual-semantic relationships in neural networks
Deep neural networks achieve outstanding results in a large variety of tasks, often outperforming
human experts. However, a known limitation of current neural architectures is the poor …
human experts. However, a known limitation of current neural architectures is the poor …
MoMa: Skinned motion retargeting using masked pose modeling
Motion retargeting requires to carefully analyze the differences in both skeletal structure and
body shape between source and target characters. Existing skeleton-aware and shape-…
body shape between source and target characters. Existing skeleton-aware and shape-…
CapsulePose: A variational CapsNet for real-time end-to-end 3D human pose estimation
Estimating 3D human poses from images is an ill-posed regression problem, which is usually
tackled by viewpoint-invariant convolutional neural networks (CNNs). Recently, capsule …
tackled by viewpoint-invariant convolutional neural networks (CNNs). Recently, capsule …
Networked Musical XR: where's the limit? A preliminary investigation on the joint use of point clouds and low-latency audio communication
As of today, the field of networked musical XR is in its infancy. While the next generation
networks keep pushing the available bandwidth towards new frontiers, promoting the …
networks keep pushing the available bandwidth towards new frontiers, promoting the …
Skeleton-aware motion retargeting using masked pose modeling
Motion retargeting aims at transferring a given motion from a source character to a target
one. The task becomes increasingly challenging as the differences between the body shape …
one. The task becomes increasingly challenging as the differences between the body shape …
Giani Stuparich, a writer torn between his passion for literature and his political and civic commitment
M GARAU - AMMENTU-Bollettino Storico e Archivistico del …, 2025 - centrostudisea.it
Giani Stuparich nacque a Trieste il 4 aprile 1891 da padre istriano e madre ebrea triestina.
Studiò a Praga e poi a Firenze, laureandosi in lettere nel 1915, e si avvicinò al mondo …
Studiò a Praga e poi a Firenze, laureandosi in lettere nel 1915, e si avvicinò al mondo …
SDFoam: Signed-Distance Foam for explicit surface reconstruction
Neural radiance fields (NeRF) have driven impressive progress in view synthesis by using
ray-traced volumetric rendering. Splatting-based methods such as 3D Gaussian Splatting (…
ray-traced volumetric rendering. Splatting-based methods such as 3D Gaussian Splatting (…
Fast automatic camera network calibration through human mesh recovery
Camera calibration is a necessary preliminary step in computer vision for the estimation of
the position of objects in the 3D world. Despite the intrinsic camera parameters can be easily …
the position of objects in the 3D world. Despite the intrinsic camera parameters can be easily …
Panoptop: a framework for generating viewpoint-invariant human pose estimation datasets
N Garau, G Martinelli, P Bródka… - 2021 IEEE/CVF …, 2021 - ieeexplore.ieee.org
Human pose estimation (HPE) from RGB and depth images has recently experienced a push
for viewpoint-invariant and scale-invariant pose retrieval methods. Current methods fail to …
for viewpoint-invariant and scale-invariant pose retrieval methods. Current methods fail to …