André F. R. Guarda

33 papers B 7C 5Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Scalable Graph-Guided Transformer for Point Cloud Geometry Coding.
IEEE Trans. Multim.
Mohammadreza Ghafari, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2025 J jnl
A Double Deep Learning-Based Solution for Efficient Event Data Coding and Classification.
IEEE Access
Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2025 J jnl
Deep Learning-Based Point Cloud Coding and Super-Resolution: A Joint Geometry and Color Approach.
IEEE Trans. Multim.
André F. R. Guarda, Manuel Ruivo, Luís Coelho, Abdelrahman Seleem, Nuno M. M. Rodrigues, Fernando Pereira
2025 J jnl
Deep Learning-based Event Data Coding: A Joint Spatiotemporal and Polarity Solution.
CoRR
Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2025 J jnl
Point Cloud Geometry Scalable Coding Using a Resolution and Quality-Conditioned Latents Probability Estimator.
IEEE Access
Daniele Mari, André F. R. Guarda, Nuno M. M. Rodrigues, Simone Milani, Fernando Pereira
2025 J jnl
Point Cloud Geometry Scalable Coding Using a Resolution and Quality-conditioned Latents Probability Estimator.
CoRR
Daniele Mari, André F. R. Guarda, Nuno M. M. Rodrigues, Simone Milani, Fernando Pereira
2025 J jnl
The JPEG Pleno Learning-Based Point Cloud Coding Standard: Serving Man and Machine.
IEEE Access
André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2024 J jnl
Adaptive bridge model for compressed domain point cloud classification.
EURASIP J. Image Video Process.
Abdelrahman S. Eladimy, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2024 J jnl
Double Deep Learning-based Event Data Coding and Classification.
CoRR
Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2024 B conf
Learning-Based Point Cloud Decoding with Independent and Scalable Reduced Complexity.
ICIP
Mohammadreza Ghafari, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2024 C conf
Point Cloud Geometry Coding with Relational Neighborhood Self-Attention.
MMSP
Mohammadreza Ghafari, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2024 B conf
Point Cloud Geometry Scalable Coding with a Quality-Conditioned Latents Probability Estimator.
ICIP
Daniele Mari, André F. R. Guarda, Nuno M. M. Rodrigues, Simone Milani, Fernando Pereira
2024 J jnl
Point Cloud Geometry Scalable Coding with a Quality-Conditioned Latents Probability Estimator.
CoRR
Daniele Mari, André F. R. Guarda, Nuno M. M. Rodrigues, Simone Milani, Fernando Pereira
2024 J jnl
The JPEG Pleno Learning-based Point Cloud Coding Standard: Serving Man and Machine.
CoRR
André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2023 J jnl
Deep Learning-Based Compressed Domain Multimedia for Man and Machine: A Taxonomy and Application to Point Cloud Classification.
IEEE Access
Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2023 B conf
Deep Learning-Based Compressed Domain Point Cloud Classification.
ICIP
Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2023 J jnl
Deep Learning-based Compressed Domain Multimedia for Man and Machine: A Taxonomy and Application to Point Cloud Classification.
CoRR
Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2023 C conf
Deep Learning-based Point Cloud Geometry Coding with Attention Models.
ISM
Mohammadreza Ghafari, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2023 B conf
Learning-Based Rate Control for Learning-Based Point Cloud Geometry Coding.
ICIP
Manuel Ruivo, André F. R. Guarda, Fernando Pereira
2023 B conf
Learning-based Point Cloud Geometry Coding Rate Control.
DCC
Manuel Ruivo, André F. R. Guarda, Fernando Pereira
2023 B conf
Point Cloud Geometry and Color Coding in a Learning-Based Ecosystem for JPEG Coding Standards.
ICIP
André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2022 — conf
Deep Learning-based Point Cloud Joint Geometry and Color Coding: Designing a Perceptually-Driven Differentiable Training Distortion Metric.
BigMM
Luís Coelho, André F. R. Guarda, Fernando Pereira
2022 — conf
Double-Deep Learning-Based Point Cloud Geometry Coding with Adaptive Super-Resolution.
EUVIP
Manuel Ruivo, André F. R. Guarda, Fernando Pereira
2022 J jnl
IT/IST/IPLeiria Response to the Call for Proposals on JPEG Pleno Point Cloud Coding.
CoRR
André F. R. Guarda, Nuno M. M. Rodrigues, Manuel Ruivo, Luís Coelho, Abdelrahman Seleem, Fernando Pereira
2022 C conf
Impact of Conventional and Deep Learning-based Point Cloud Geometry Coding on Deep Learning-based Classification Performance.
ISM
Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2021 J jnl
Adaptive Deep Learning-Based Point Cloud Geometry Coding.
IEEE J. Sel. Top. Signal Process.
André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2021 J jnl
Constant Size Point Cloud Clustering: A Compact, Non-Overlapping Solution.
IEEE Trans. Multim.
André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2021 J jnl
Neighborhood Adaptive Loss Function for Deep Learning-Based Point Cloud Coding With Implicit and Explicit Quantization.
IEEE Multim.
André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2020 — conf
Deep Learning-Based Point Cloud Geometry Coding: RD Control Through Implicit and Explicit Quantization.
ICME Workshops
André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2020 C conf
Deep Learning-based Point Cloud Geometry Coding with Resolution Scalability.
MMSP
André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2020 B conf
Point Cloud Geometry Scalable Coding With a Single End-to-End Deep Learning Model.
ICIP
André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2019 — conf
Deep Learning-Based Point Cloud Coding: A Behavior and Performance Study.
EUVIP
André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira
2019 C conf
Point Cloud Coding: Adopting a Deep Learning-based Approach.
PCS
André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira