Damian Campo

Orcid: 0000-0003-3720-9759

According to our database1, Damian Campo authored at least 26 papers between 2015 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2022
Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents.
IEEE Trans. Multim., 2022

Modeling Perception in Autonomous Vehicles via 3D Convolutional Representations on LiDAR.
IEEE Trans. Intell. Transp. Syst., 2022

2021
Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models.
IEEE Trans. Intell. Transp. Syst., 2021

Data-driven transition matrix estimation in probabilistic learning models for autonomous driving.
Signal Process., 2021

2020
Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions.
IEEE Trans. Intell. Transp. Syst., 2020

Unsupervised Anomaly Detection Using Intelligent and Heterogeneous Autonomous Systems: Highlights From the 2020 IEEE Signal Processing Cup Student Competition [SP Competitions].
IEEE Signal Process. Mag., 2020

Multisensorial Generative and Descriptive Self-Awareness Models for Autonomous Systems.
Proc. IEEE, 2020

Optimization of Probabilistic Switching Models Based on a Two-Step Clustering Approach.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders.
Proceedings of the IEEE International Conference on Image Processing, 2020

Anomaly Detection in Video Data Based on Probabilistic Latent Space Models.
Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

2019
Multiresolution analysis (discrete wavelet transform) through Daubechies family for emotion recognition in speech.
CoRR, 2019

Dynamic Bayesian Approach for decision-making in Ego-Things.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach.
Proceedings of the IEEE International Conference on Acoustics, 2019

Incremental Learning of Abnormalities in Autonomous Systems.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018
Hierarchy of Gans for Learning Embodied Self-Awareness Model.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving.
Proceedings of the 21st International Conference on Information Fusion, 2018

Learning Switching Models for Abnormality Detection for Autonomous Driving.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Static force field representation of environments based on agents' nonlinear motions.
EURASIP J. Adv. Signal Process., 2017

Jammer detection algorithm for wide-band radios using spectral correlation and neural networks.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Task-dependent saliency estimation from trajectories of agents in video sequences.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Active estimation of motivational spots for modeling dynamic interactions.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
Incremental learning of environment interactive structures from trajectories of individuals.
Proceedings of the 19th International Conference on Information Fusion, 2016

2015
Online pedestrian group walking event detection using spectral analysis of motion similarity graph.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015


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