André F. R. Guarda

According to our database, André F. R. Guarda authored at least 28 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Adaptive bridge model for compressed domain point cloud classification.

Abdelrahman S. Eladimy, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

EURASIP J. Image Video Process., December, 2024

The JPEG Pleno Learning-based Point Cloud Coding Standard: Serving Man and Machine.

André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

CoRR, 2024

Double Deep Learning-based Event Data Coding and Classification.

Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

CoRR, 2024

Point Cloud Geometry Scalable Coding with a Quality-Conditioned Latents Probability Estimator.

Daniele Mari, André F. R. Guarda, Nuno M. M. Rodrigues, Simone Milani, Fernando Pereira

CoRR, 2024

Point Cloud Geometry Coding with Relational Neighborhood Self-Attention.

Mohammadreza Ghafari, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

Proceedings of the 26th IEEE International Workshop on Multimedia Signal Processing, 2024

2023

Deep Learning-Based Compressed Domain Multimedia for Man and Machine: A Taxonomy and Application to Point Cloud Classification.

Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

IEEE Access, 2023

Deep Learning-based Point Cloud Geometry Coding with Attention Models.

Mohammadreza Ghafari, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

Proceedings of the IEEE International Symposium on Multimedia, 2023

Deep Learning-Based Compressed Domain Point Cloud Classification.

Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

Proceedings of the IEEE International Conference on Image Processing, 2023

Learning-Based Rate Control for Learning-Based Point Cloud Geometry Coding.

Manuel Ruivo, André F. R. Guarda, Fernando Pereira

Proceedings of the IEEE International Conference on Image Processing, 2023

Point Cloud Geometry and Color Coding in a Learning-Based Ecosystem for JPEG Coding Standards.

André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

Proceedings of the IEEE International Conference on Image Processing, 2023

Learning-based Point Cloud Geometry Coding Rate Control.

Manuel Ruivo, André F. R. Guarda, Fernando Pereira

Proceedings of the Data Compression Conference, 2023

2022

IT/IST/IPLeiria Response to the Call for Proposals on JPEG Pleno Point Cloud Coding.

André F. R. Guarda, Nuno M. M. Rodrigues, Manuel Ruivo, Luís Coelho, Abdelrahman Seleem, Fernando Pereira

CoRR, 2022

Impact of Conventional and Deep Learning-based Point Cloud Geometry Coding on Deep Learning-based Classification Performance.

Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

Proceedings of the IEEE International Symposium on Multimedia, 2022

Double-Deep Learning-Based Point Cloud Geometry Coding with Adaptive Super-Resolution.

Manuel Ruivo, André F. R. Guarda, Fernando Pereira

Proceedings of the 10th European Workshop on Visual Information Processing, 2022

Deep Learning-based Point Cloud Joint Geometry and Color Coding: Designing a Perceptually-Driven Differentiable Training Distortion Metric.

Luís Coelho, André F. R. Guarda, Fernando Pereira

Proceedings of the Eighth IEEE International Conference on Multimedia Big Data, 2022

2021

Constant Size Point Cloud Clustering: A Compact, Non-Overlapping Solution.

André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

IEEE Trans. Multim., 2021

Adaptive Deep Learning-Based Point Cloud Geometry Coding.

André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

IEEE J. Sel. Top. Signal Process., 2021

Neighborhood Adaptive Loss Function for Deep Learning-Based Point Cloud Coding With Implicit and Explicit Quantization.

André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

IEEE Multim., 2021

2020

Deep Learning-based Point Cloud Geometry Coding with Resolution Scalability.

André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Deep Learning-Based Point Cloud Geometry Coding: RD Control Through Implicit and Explicit Quantization.

André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Point Cloud Geometry Scalable Coding With a Single End-to-End Deep Learning Model.

André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Point Cloud Coding: Adopting a Deep Learning-based Approach.

André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

Proceedings of the Picture Coding Symposium, 2019

Deep Learning-Based Point Cloud Coding: A Behavior and Performance Study.

André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira

Proceedings of the 8th European Workshop on Visual Information Processing, 2019

2017

A method to improve HEVC lossless coding of volumetric medical images.

Andre F. R. Guarda, João M. Santos, Luís Alberto da Silva Cruz, Pedro A. Amado Assunção, Nuno M. M. Rodrigues, Sérgio M. M. de Faria

Signal Process. Image Commun., 2017

Improving point cloud to surface reconstruction with generalized Tikhonov regularization.

Andre F. R. Guarda, José M. Bioucas-Dias, Nuno M. M. Rodrigues, Fernando Pereira

Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

2016

Compression of medical images using MRP with bi-directional prediction and histogram packing.

João M. Santos, Andre F. R. Guarda, Luís Alberto da Silva Cruz, Nuno M. M. Rodrigues, Sérgio M. M. de Faria

Proceedings of the 2016 Picture Coding Symposium, 2016

2015

Contributions to lossless coding of medical images using minimum rate predictors.

João M. Santos, Andre F. R. Guarda, Nuno M. M. Rodrigues, Sérgio M. M. de Faria

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

A novel trilateral filter technique for depth map processing in 3D video coding.

Andre F. R. Guarda, João M. Santos, Danilo B. Graziosi, Nuno M. M. Rodrigues, Sérgio M. M. de Faria

Proceedings of the 3DTV-Conference 2014: The True Vision, 2014