Renato B. Machado

According to our database, Renato B. Machado authored at least 58 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing Change Detection in Ultra-Wideband VHF SAR Imagery: An Entropy-Based Approach With Median Ground Scene Masking.

João Gabriel Vinholi, Paulo Ricardo Branco da Silva, Dimas Irion Alves, Renato B. Machado

IEEE Trans. Geosci. Remote. Sens., 2024

Concurrent SAR Imaging With F-Scan: Timing Design and Performance Prediction.

João Pedro Turchetti Ribeiro, Thomas Kraus, Markus Bachmann, Renato B. Machado, Gerhard Krieger, Alberto Moreira

IEEE Trans. Geosci. Remote. Sens., 2024

Change Detection in Wavelength-Resolution SAR Image Stack Based on Tensor Robust PCA.

Lucas P. Ramos, Dimas Irion Alves, Leonardo Tomazeli Duarte, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Patrik B. G. Dammert

IEEE Geosci. Remote. Sens. Lett., 2024

CA-CFAR Detection for SAR Systems Over Correlated Gamma-Distributed Clutter.

Diego Silva Medeiros, Fernando Darío Almeida García, Dimas Irion Alves, Rômulo Fernandes da Costa, Renato B. Machado, José Cândido Silveira Santos Filho

IEEE Geosci. Remote. Sens. Lett., 2024

Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case.

João Gabriel Vinholi, Marco Chini, Anis Amziane, Renato B. Machado, Danilo Silva, Patrick Matgen

CoRR, 2024

Hierarchical multistep approach for intrusion detection and identification in IoT and Fog computing-based environments.

Cristiano Antonio de Souza, Carlos Becker Westphall, Jean Douglas Gomes Valencio, Renato Bobsin Machado, Wesley dos Reis Bezerra

Ad Hoc Networks, 2024

Optical Image Translation Using Diffusion Models in Support of Heterogeneous Change Detection.

João Gabriel Vinholi, Marco Chini, Anis Amziane, Patrick Matgen, Renato B. Machado

Proceedings of the IGARSS 2024, 2024

Automatic Classification of Maritime Targets Based on TRPCA Pre-Processing.

André R. Moreira, Lucas P. Ramos, Fabiano G. da Silva, Dimas Irion Alves, Renato B. Machado

Proceedings of the IGARSS 2024, 2024

2023

A Statistical Analysis for Intensity Wavelength-Resolution SAR Difference Images.

Gustavo Henrique Mittmann Voigt, Dimas Irion Alves, Crístian Müller, Renato B. Machado, Lucas P. Ramos, Viet Thuy Vu, Mats I. Pettersson

Remote. Sens., May, 2023

A generalized control chart for anomaly detection in SAR imagery.

Murilo Sagrillo, Renata Rojas Guerra, Renato B. Machado, Fábio M. Bayer

Comput. Ind. Eng., March, 2023

The L_A Distribution: An Approximation of the G⁰_A Distribution for Amplitude SAR Image Modeling.

Murilo Sagrillo, Renata Rojas Guerra, Fábio M. Bayer, Renato B. Machado

IEEE Trans. Geosci. Remote. Sens., 2023

Robust Principal Component Analysis Techniques for Ground Scene Estimation in SAR Imagery.

Lucas P. Ramos, Dimas Irion Alves, Leonardo Tomazeli Duarte, Mats I. Pettersson, Renato B. Machado

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

CA-CFAR Performance in K-Distributed Sea Clutter With Fully Correlated Texture.

Diego Silva Medeiros, Fernando Darío Almeida García, Renato B. Machado, José Cândido Silveira Santos Filho, Osamu Saotome

IEEE Geosci. Remote. Sens. Lett., 2023

A Soft-Kill Reinforcement Learning Counter Unmanned Aerial System (C-UAS) With Accelerated Training.

Douglas Lopes Da Silva, Renato B. Machado, Olympio L. Coutinho, Felix Antreich

IEEE Access, 2023

Synthetic SAR Data Generator Using Pix2pix cGAN Architecture for Automatic Target Recognition.

Gustavo F. Araujo, Renato B. Machado, Mats I. Pettersson

IEEE Access, 2023

Change Detection Method for Wavelength- Resolution SAR Images Based on Bayes' Theorem: An Iterative Approach.

Dimas Irion Alves, Bruna Gregory Palm, Hans Hellsten, Renato B. Machado, Viet Thuy Vu, Mats I. Pettersson, Patrik B. G. Dammert

IEEE Access, 2023

DNNET-Ensemble approach to detecting and identifying attacks in IoT environments.

Cristiano Antonio de Souza, Carlos Becker Westphall, Jean Douglas Gomes Valencio, Renato B. Machado, Wesley dos Reis Bezerra

Proceedings of the 41st Brazilian Symposium on Computer Networks and Distributed Systems, 2023

2022

Change Detection Based on Convolutional Neural Networks Using Stacks of Wavelength-Resolution Synthetic Aperture Radar Images.

João Gabriel Vinholi, Bruna G. Palm, Danilo Silva, Renato B. Machado, Mats I. Pettersson

IEEE Trans. Geosci. Remote. Sens., 2022

Robust Rayleigh Regression Method for SAR Image Processing in Presence of Outliers.

Bruna Gregory Palm, Fábio M. Bayer, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Renato J. Cintra

IEEE Trans. Geosci. Remote. Sens., 2022

Non-Cooperative SAR Automatic Target Recognition Based on Scattering Centers Models.

Gustavo F. Araujo, Renato B. Machado, Mats I. Pettersson

Sensors, 2022

Assessment of Machine Learning Techniques for Oil Rig Classification in C-Band SAR Images.

Fabiano G. da Silva, Lucas P. Ramos, Bruna Gregory Palm, Renato B. Machado

Remote. Sens., 2022

A New Probability Distribution for SAR Image Modeling.

Murilo Sagrillo, Renata Rojas Guerra, Fábio M. Bayer, Renato B. Machado

Remote. Sens., 2022

CNN-Based Change Detection Algorithm for Wavelength-Resolution SAR Images.

João Gabriel Vinholi, Danilo Silva, Renato B. Machado, Mats I. Pettersson

IEEE Geosci. Remote. Sens. Lett., 2022

False Alarm Reduction in Wavelength-Resolution SAR Change Detection Schemes by Using a Convolutional Neural Network.

Alexandre Becker Campos, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado

IEEE Geosci. Remote. Sens. Lett., 2022

Neyman-Pearson Criterion-Based Change Detection Methods for Wavelength-Resolution SAR Image Stacks.

Dimas Irion Alves, Crístian Müller, Bruna Gregory Palm, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado, Bartolomeu F. Uchôa Filho, Patrik B. G. Dammert, Hans Hellsten

IEEE Geosci. Remote. Sens. Lett., 2022

Autoregressive Model for Multi-Pass SAR Change Detection Based on Image Stacks.

Bruna Gregory Palm, Dimas Irion Alves, Viet Thuy Vu, Mats I. Pettersson, Fábio M. Bayer, Renato J. Cintra, Renato B. Machado, Patrik B. G. Dammert, Hans Hellsten

CoRR, 2022

Intrusion detection and prevention in fog based IoT environments: A systematic literature review.

Cristiano Antonio de Souza, Carlos Becker Westphall, Renato Bobsin Machado, Leandro Loffi, Carla Merkle Westphall, Guilherme Arthur Geronimo

Comput. Networks, 2022

Two-step ensemble approach for intrusion detection and identification in IoT and fog computing environments.

Cristiano Antonio de Souza, Carlos Becker Westphall, Renato B. Machado

Comput. Electr. Eng., 2022

2021

A Wavelength-Resolution SAR Change Detection Method Based on Image Stack through Robust Principal Component Analysis.

Lucas P. Ramos, Alexandre Becker Campos, Christofer Schwartz, Leonardo Tomazeli Duarte, Dimas Irion Alves, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado

Remote. Sens., 2021

2020

Wavelength-Resolution SAR Change Detection Using Bayes' Theorem.

Dimas Irion Alves, Bruna Gregory Palm, Hans Hellsten, Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado, Bartolomeu F. Uchôa Filho, Patrik B. G. Dammert

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Wavelength-Resolution SAR Ground Scene Prediction Based on Image Stack.

Bruna Gregory Palm, Dimas Irion Alves, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado, Renato J. Cintra, Fábio M. Bayer, Patrik B. G. Dammert, Hans Hellsten

Sensors, 2020

Change Detection in UWB SAR Images Based on Robust Principal Component Analysis.

Christofer Schwartz, Lucas P. Ramos, Leonardo Tomazeli Duarte, Marcelo S. Pinho, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado

Remote. Sens., 2020

A Statistical Analysis for Wavelength-Resolution SAR Image Stacks.

Dimas Irion Alves, Bruna Gregory Palm, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado, Bartolomeu F. Uchôa Filho, Patrik B. G. Dammert, Hans Hellsten

IEEE Geosci. Remote. Sens. Lett., 2020

Hybrid approach to intrusion detection in fog-based IoT environments.

Cristiano Antonio de Souza, Carlos Becker Westphall, Renato B. Machado, João Bosco Mangueira Sobral, Gustavo dos Santos Vieira

Comput. Networks, 2020

Q-Learning Applied to Soft-Kill Countermeasures For Unmanned Aerial Vehicles (UAVs).

Douglas Lopes Da Silva, Felix Antreich, Olympio L. Coutinho, Renato B. Machado

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2020

Unsupervised Automatic Target Detection for Multitemporal SAR Images based on Adaptive K-means Algorithm.

Alexandre Becker Campos, Ricardo Dal Molin, Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Measurement and Characterization of Power Lines of Aircraft Flight Test Instrumentation.

Ândrei Camponogara, Thiago R. Oliveira, Renato B. Machado, Weiler A. Finamore, Moisés Vidal Ribeiro

IEEE Trans. Aerosp. Electron. Syst., 2019

Rayleigh Regression Model for Ground Type Detection in SAR Imagery.

Bruna Gregory Palm, Fábio M. Bayer, Renato J. Cintra, Mats I. Pettersson, Renato B. Machado

IEEE Geosci. Remote. Sens. Lett., 2019

A Change Detection Algorithm for Sar Images Based on Logistic Regression.

Ricardo Dal Molin, Rafael A. S. Rosa, Fábio M. Bayer, Mats I. Pettersson, Renato B. Machado

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Approximate BER Analysis for MAC Systems.

Dimas Irion Alves, Crístian Müller, Renato B. Machado, Bartolomeu F. Uchôa Filho

IEEE Wirel. Commun. Lett., 2018

2017

False Alarm Reduction in Wavelength-Resolution SAR Change Detection Using Adaptive Noise Canceler.

Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado, Patrik B. G. Dammert, Hans Hellsten

IEEE Trans. Geosci. Remote. Sens., 2017

Indoor position tracking: An application using the Arduino mobile platform.

Ricardo Silveira Rodrigues, Marcia Pasin, Renato B. Machado

Proceedings of the 10th IFIP Wireless and Mobile Networking Conference, 2017

A CFAR optimization for low frequency UWB SAR change detection algorithms.

Ana C. F. Fabrin, Ricardo Dal Molin, Dimas Irion Alves, Renato B. Machado, Fábio M. Bayer, Mats I. Pettersson

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

The Stability of UWB Low-Frequency SAR Images.

Renato B. Machado, Viet Thuy Vu, Mats I. Pettersson, Patrik B. G. Dammert, Hans Hellsten

IEEE Geosci. Remote. Sens. Lett., 2016

2015

Empirical-statistical analysis of amplitude SAR images for change detection algorithms.

Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Patrik B. G. Dammert, Hans Hellsten

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Experimental results on change detection based on Bayes probability theorem.

Hans Hellsten, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Patrik B. G. Dammert

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Low-complexity codebook-based beamforming with four transmit antennas and quantized feedback channel.

Samuel T. Valduga, Dimas Irion Alves, Renato B. Machado, Andrei P. Legg, Murilo Bellezoni Loiola

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Optimization of switched-beam arrays for communication systems.

Edson R. Schlosser, Roger L. Farias, Marcos V. T. Heckler, Renato B. Machado

Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

A dynamic hybrid antenna/relay selection scheme for the multiple-access relay channel.

Dimas Irion Alves, Renato B. Machado, Daniel Benevides da Costa, Andrei P. Legg, Bartolomeu F. Uchôa Filho

Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

2013

A low-complexity rate-one MIMO scheme with four transmit antennas and phase feedback.

Samuel T. Valduga, Dimas Irion Alves, Renato B. Machado, Andrei P. Legg, Murilo Bellezoni Loiola

Proceedings of the International Conference on Computer, 2013

2012

Cooperative transmission scheme with two relay stations and phase feedback channels.

Bruno Fontana da Silva, Renato B. Machado, Andrei P. Legg

Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012

2010

Cooperative Diversity Scheme with Two Relay Stations and Linear Coherent Detection.

Renato B. Machado, Robson Domingos Vieira, Mario de Noronha-Neto

Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

2008

Linear Dispersion Codes for MIMO Channels with Limited Feedback.

Renato B. Machado, Bartolomeu F. Uchôa Filho, Tolga M. Duman

Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008

A Cooperative Diversity Scheme with Partial Channel Knowledge at the Cooperating Nodes.

Renato B. Machado, Bartolomeu F. Uchôa Filho, Tolga M. Duman

Proceedings of IEEE International Conference on Communications, 2008

2007

An agent based and biological inspired real-time intrusion detection and security model for computer network operations.

Azzedine Boukerche, Renato B. Machado, Kathia Regina L. Jucá, João Bosco M. Sobral, Mirela Sechi Moretti Annoni Notare

Comput. Commun., 2007

2005

A Hybrid Artificial Immune and Mobile Agent Intrusion Detection Based Model for Computer Network Operations.

Renato B. Machado, Azzedine Boukerche, João Bosco M. Sobral, Kathia Regina L. Jucá, Mirela Sechi Moretti Annoni Notare

Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

2004

A hybrid transmit antenna/code selection scheme using space-time block codes.

Renato B. Machado, Bartolomeu F. Uchôa Filho

Proceedings of the 2004 IEEE Wireless Communications and Networking Conference , 2004

Space-time block coding with hybrid transmit antenna/code selection.

Renato B. Machado, Bartolomeu F. Uchôa Filho

Proceedings of IEEE International Conference on Communications, 2004