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Nicola Garau
Person information
- affiliation: University of Trento, Department of Information Engineering and Computer Science, Trento, Italy
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Books and Theses
- 2022
- [b1]Nicola Garau:
Design of Viewpoint-Equivariant Networks to Improve Human Pose Estimation. University of Trento, Italy, 2022
Journal Articles
- 2025
- [j6]Daniele Della Pietra, Nicola Garau
:
Render, Encode, Plan: A simple pipeline for hybrid RL-DL learning inside Unreal Engine. Comput. Graph. 133: 104467 (2025) - 2024
- [j5]Giulia Martinelli
MoMa: Skinned motion retargeting using masked pose modeling. Comput. Vis. Image Underst. 249: 104141 (2024) - [j4]Zeno Sambugaro
Agglomerator++: Interpretable part-whole hierarchies and latent space representations in neural networks. Comput. Vis. Image Underst. 249: 104159 (2024) - 2023
- [j3]Nicola Garau
CapsulePose: A variational CapsNet for real-time end-to-end 3D human pose estimation. Neurocomputing 523: 81-91 (2023) - 2022
- [j2]Nicola Garau
A multimodal framework for the evaluation of patients' weaknesses, supporting the design of customised AAL solutions. Expert Syst. Appl. 202: 117172 (2022) - 2020
- [j1]Nicola Garau
Fast automatic camera network calibration through human mesh recovery. J. Real Time Image Process. 17(6): 1757-1768 (2020)
Conference and Workshop Papers
- 2025
- [c21]Daniele Della Pietra, Karthik Govindarajan, Fabrizio Granelli, Andrea Rosani, Nicola Garau
Drone Agents: learning to fly to learn how to see. AVSS 2025: 1-6 - [c20]Antonella Rech, Giulia Martinelli, Nicola Garau
Build-A-Volcap: Automated Synthetic Validation of Real-World Volumetric Capture Quality. ICIPW 2025: 251-256 - [c19]Daniele Della Pietra
To Infinity and Beyond: a GPU-driven memory sharing pipeline to generate and process infinite synthetic data. SIGGRAPH Posters 2025: 75:1-75:2 - [c18]Davide Cavicchini
CLaP - Contrast, Label, Predict: A Quest for Cheaper Labeling in 3D Human Pose Estimation. WACV (Workshops) 2025: 1186-1194 - 2024
- [c17]Nicola Garau
EPOCH: Jointly Estimating the 3D Pose of Cameras and Humans. ECCV Workshops (13) 2024: 1-18 - [c16]Giulia Martinelli
Skeleton-Aware Motion Retargeting Using Masked Pose Modeling. ECCV Workshops (2) 2024: 287-303 - [c15]Daniele Della Pietra, Nicola Garau
Peek-a-bot: learning through vision in Unreal Engine. STAG 2024 - [c14]Niccolò Bisagno, Antonio Luigi Stefani, Nicola Garau
Unicrowd Simulator: Visual and Behavioral Fidelity For The Generation of Crowd Datasets. ICIP 2024: 193-199 - [c13]Giulia Martinelli, Nicola Garau
All Skeletons are Created Equal! A Domain Adaptation Transformer to Handle Multiple Topologies. ICIP 2024: 2716-2722 - [c12]Daniele Della Pietra, Nicola Garau
Dynamic Crowd Routing: RL-Driven Crowd Dynamics. MMSP 2024: 1-6 - 2022
- [c11]Luca Turchet
Networked Musical XR: where's the limit? A preliminary investigation on the joint use of point clouds and low-latency audio communication. Audio Mostly Conference 2022: 226-230 - [c10]Nicola Garau
Interpretable part-whole hierarchies and conceptual-semantic relationships in neural networks. CVPR 2022: 13679-13688 - [c9]Giulia Martinelli
Gender Recognition from 3D Shape Parameters. ICIAP Workshops 2022: 203-214 - 2021
- [c8]Nicola Garau
DECA: Deep viewpoint-Equivariant human pose estimation using Capsule Autoencoders. ICCV 2021: 11657-11666 - [c7]Nicola Garau
PanopTOP: a framework for generating viewpoint-invariant human pose estimation datasets. ICCVW 2021: 234-242 - 2019
- [c6]Andrea Grisenti, Giandomenico Nollo, Michela Dalprá, Francesco G. B. De Natale, Mariolino De Cecco
Technological Infrastructure Supports New Paradigm of Care for Healthy Aging: The Living Lab Ausilia. ForItAAL 2019: 85-99 - [c5]Maddalena Sebastiani, Nicola Garau
Joint Trajectory and Fatigue Analysis in Wheelchair Users. ICCV Workshops 2019: 2629-2637 - [c4]Nicola Garau
Unsupervised continuous camera network pose estimation through human mesh recovery. ICDSC 2019: 2:1-2:6 - [c3]Nicola Garau
Unsupervised camera pose estimation through human mesh recovery. ICDSC 2019: 36:1-36:2 - [c2]Niccolò Bisagno
Virtual Crowds: An LSTM-Based Framework for Crowd Simulation. ICIAP (1) 2019: 117-127 - 2016
- [c1]Simone Barbieri
Enhancing character posing by a sketch-based interaction. SIGGRAPH Posters 2016: 56:1-56:2
Informal and Other Publications
- 2026
- [i7]Giulia Martinelli, Niccolò Bisagno, Nicola Garau
VolHuMe: a High-Resolution Large Scale Dataset of Volumetric Human Meshes. CoRR abs/2606.23062 (2026) - 2025
- [i6]Antonella Rech, Nicola Conci, Nicola Garau
SDFoam: Signed-Distance Foam for explicit surface reconstruction. CoRR abs/2512.16706 (2025) - 2024
- [i5]Nicola Garau
EPOCH: Jointly Estimating the 3D Pose of Cameras and Humans. CoRR abs/2406.19726 (2024) - 2023
- [i4]Nicola Garau
Capsules as viewpoint learners for human pose estimation. CoRR abs/2302.06194 (2023) - [i3]Niccolò Bisagno
A Unified Simulation Framework for Visual and Behavioral Fidelity in Crowd Analysis. CoRR abs/2312.02613 (2023) - 2022
- [i2]Nicola Garau
Interpretable part-whole hierarchies and conceptual-semantic relationships in neural networks. CoRR abs/2203.03282 (2022) - 2021
- [i1]Nicola Garau, Niccolò Bisagno, Piotr Bródka, Nicola Conci:
DECA: Deep viewpoint-Equivariant human pose estimation using Capsule Autoencoders. CoRR abs/2108.08557 (2021)
Coauthor Index
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