Renato B. Machado

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 37

Top Topics

Change Detection

Convolutional Neural Network

Synthetic Aperture Radar

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

João Gabriel Vinholi, Paulo Ricardo Branco da Silva, Dimas Irion Alves, Renato B. Machado
Enhancing Change Detection in Ultra-Wideband VHF SAR Imagery: An Entropy-Based Approach With Median Ground Scene Masking. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
João Gabriel Vinholi, Marco Chini, Anis Amziane, Renato B. Machado, Danilo Silva, Patrick Matgen
Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case. CoRR (2024)
João Pedro Turchetti Ribeiro, Thomas Kraus, Markus Bachmann, Renato B. Machado, Gerhard Krieger, Alberto Moreira
Concurrent SAR Imaging With F-Scan: Timing Design and Performance Prediction. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Gustavo F. Araujo, Renato B. Machado, Mats I. Pettersson
Synthetic SAR Data Generator Using Pix2pix cGAN Architecture for Automatic Target Recognition. IEEE Access 11 (2023)
Gustavo Henrique Mittmann Voigt, Dimas I. Alves, Crístian Müller, Renato B. Machado, Lucas P. Ramos, Viet Thuy Vu, Mats I. Pettersson
A Statistical Analysis for Intensity Wavelength-Resolution SAR Difference Images. Remote. Sens. 15 (9) (2023)
Douglas Lopes Da Silva, Renato B. Machado, Olympio L. Coutinho, Felix Antreich
A Soft-Kill Reinforcement Learning Counter Unmanned Aerial System (C-UAS) With Accelerated Training. IEEE Access 11 (2023)
Murilo Sagrillo, Renata Rojas Guerra, Fábio M. Bayer, Renato B. Machado
Distribution for Amplitude SAR Image Modeling. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Lucas P. Ramos, Dimas I. Alves, Leonardo Tomazeli Duarte, Mats I. Pettersson, Renato B. Machado
Robust Principal Component Analysis Techniques for Ground Scene Estimation in SAR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Cristiano Antonio de Souza, Carlos Becker Westphall, Jean Douglas Gomes Valencio, Renato B. Machado, Wesley dos Reis Bezerra
DNNET-Ensemble approach to detecting and identifying attacks in IoT environments. SBRC (2023)
Diego Silva Medeiros, Fernando Darío Almeida García, Renato B. Machado, José Cândido Silveira Santos Filho, Osamu Saotome
CA-CFAR Performance in K-Distributed Sea Clutter With Fully Correlated Texture. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Murilo Sagrillo, Renata Rojas Guerra, Renato B. Machado, Fábio M. Bayer
A generalized control chart for anomaly detection in SAR imagery. Comput. Ind. Eng. 177 (2023)
Dimas I. Alves, Bruna Gregory Palm, Hans Hellsten, Renato B. Machado, Viet Thuy Vu, Mats I. Pettersson, Patrik B. G. Dammert
Change Detection Method for Wavelength- Resolution SAR Images Based on Bayes' Theorem: An Iterative Approach. IEEE Access 11 (2023)
Bruna Gregory Palm, Dimas I. Alves, V. T. Vu, Mats I. Pettersson, Fábio M. Bayer, Renato J. Cintra, Renato B. Machado, Patrik B. G. Dammert, Hans Hellsten
Autoregressive Model for Multi-Pass SAR Change Detection Based on Image Stacks. CoRR (2022)
Cristiano Antonio de Souza, Carlos Becker Westphall, Renato B. Machado
Two-step ensemble approach for intrusion detection and identification in IoT and fog computing environments. Comput. Electr. Eng. 98 (2022)
Dimas I. Alves, Cristian Müller, Bruna Gregory Palm, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado, Bartolomeu F. Uchôa Filho, Patrik B. G. Dammert, Hans Hellsten
Neyman-Pearson Criterion-Based Change Detection Methods for Wavelength-Resolution SAR Image Stacks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
João Gabriel Vinholi, Bruna G. Palm, Danilo Silva, Renato B. Machado, Mats I. Pettersson
Change Detection Based on Convolutional Neural Networks Using Stacks of Wavelength-Resolution Synthetic Aperture Radar Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Bruna Gregory Palm, Fábio M. Bayer, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Renato J. Cintra
Robust Rayleigh Regression Method for SAR Image Processing in Presence of Outliers. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Alexandre Becker Campos, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado
False Alarm Reduction in Wavelength-Resolution SAR Change Detection Schemes by Using a Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Gustavo F. Araujo, Renato B. Machado, Mats I. Pettersson
Non-Cooperative SAR Automatic Target Recognition Based on Scattering Centers Models. Sensors 22 (3) (2022)
Fabiano G. da Silva, Lucas P. Ramos, Bruna Gregory Palm, Renato B. Machado
Assessment of Machine Learning Techniques for Oil Rig Classification in C-Band SAR Images. Remote. Sens. 14 (13) (2022)
Murilo Sagrillo, Renata Rojas Guerra, Fábio M. Bayer, Renato B. Machado
A New Probability Distribution for SAR Image Modeling. Remote. Sens. 14 (12) (2022)
João Gabriel Vinholi, Danilo Silva, Renato B. Machado, Mats I. Pettersson
CNN-Based Change Detection Algorithm for Wavelength-Resolution SAR Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Lucas P. Ramos, Alexandre Becker Campos, Christofer Schwartz, Leonardo Tomazeli Duarte, Dimas I. Alves, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado
A Wavelength-Resolution SAR Change Detection Method Based on Image Stack through Robust Principal Component Analysis. Remote. Sens. 13 (5) (2021)
Cristiano Antonio de Souza, Carlos Becker Westphall, Renato B. Machado, João Bosco Mangueira Sobral, Gustavo dos Santos Vieira
Hybrid approach to intrusion detection in fog-based IoT environments. Comput. Networks 180 (2020)
Dimas I. Alves, Bruna Gregory Palm, Hans Hellsten, Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado, Bartolomeu F. Uchôa Filho, Patrik B. G. Dammert
Wavelength-Resolution SAR Change Detection Using Bayes' Theorem. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Bruna Gregory Palm, Dimas I. Alves, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado, Renato J. Cintra, Fábio M. Bayer, Patrik B. G. Dammert, Hans Hellsten
Wavelength-Resolution SAR Ground Scene Prediction Based on Image Stack. Sensors 20 (7) (2020)
Dimas I. Alves, Bruna Gregory Palm, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado, Bartolomeu F. Uchôa Filho, Patrik B. G. Dammert, Hans Hellsten
A Statistical Analysis for Wavelength-Resolution SAR Image Stacks. IEEE Geosci. Remote. Sens. Lett. 17 (2) (2020)
Christofer Schwartz, Lucas P. Ramos, Leonardo Tomazeli Duarte, Marcelo S. Pinho, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado
Change Detection in UWB SAR Images Based on Robust Principal Component Analysis. Remote. Sens. 12 (12) (2020)
Alexandre Becker Campos, Ricardo D. Molin, Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado
Unsupervised Automatic Target Detection for Multitemporal SAR Images based on Adaptive K-means Algorithm. IGARSS (2020)
Ricardo D. Molin, Rafael A. S. Rosa, Fábio M. Bayer, Mats I. Pettersson, Renato B. Machado
A Change Detection Algorithm for Sar Images Based on Logistic Regression. IGARSS (2019)
Bruna Gregory Palm, Fábio M. Bayer, Renato J. Cintra, Mats I. Pettersson, Renato B. Machado
Rayleigh Regression Model for Ground Type Detection in SAR Imagery. IEEE Geosci. Remote. Sens. Lett. 16 (10) (2019)
Ândrei Camponogara, Thiago R. Oliveira, Renato B. Machado, Weiler A. Finamore, Moisés Vidal Ribeiro
Measurement and Characterization of Power Lines of Aircraft Flight Test Instrumentation. IEEE Trans. Aerosp. Electron. Syst. 55 (3) (2019)
Dimas I. Alves, Cristian Müller, Renato B. Machado, Bartolomeu F. Uchôa Filho
Approximate BER Analysis for MAC Systems. IEEE Wirel. Commun. Lett. 7 (1) (2018)
Ana C. F. Fabrin, Ricardo D. Molin, Dimas I. Alves, Renato B. Machado, Fábio M. Bayer, Mats I. Pettersson
A CFAR optimization for low frequency UWB SAR change detection algorithms. IGARSS (2017)
Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado, Patrik B. G. Dammert, Hans Hellsten
False Alarm Reduction in Wavelength-Resolution SAR Change Detection Using Adaptive Noise Canceler. IEEE Trans. Geosci. Remote. Sens. 55 (1) (2017)
Ricardo Silveira Rodrigues, Marcia Pasin, Renato B. Machado
Indoor position tracking: An application using the Arduino mobile platform. WMNC (2017)
Renato B. Machado, Viet Thuy Vu, Mats I. Pettersson, Patrik B. G. Dammert, Hans Hellsten
The Stability of UWB Low-Frequency SAR Images. IEEE Geosci. Remote. Sens. Lett. 13 (8) (2016)
Hans Hellsten, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Patrik B. G. Dammert
Experimental results on change detection based on Bayes probability theorem. IGARSS (2015)
Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Patrik B. G. Dammert, Hans Hellsten
Empirical-statistical analysis of amplitude SAR images for change detection algorithms. IGARSS (2015)
Dimas I. Alves, Renato B. Machado, Daniel Benevides da Costa, Andrei P. Legg, Bartolomeu F. Uchôa Filho
A dynamic hybrid antenna/relay selection scheme for the multiple-access relay channel. ISWCS (2014)
Samuel T. Valduga, Dimas I. Alves, Renato B. Machado, Andrei P. Legg, Murilo Bellezoni Loiola
Low-complexity codebook-based beamforming with four transmit antennas and quantized feedback channel. WCNC (2014)
Edson R. Schlosser, Roger L. Farias, Marcos V. T. Heckler, Renato B. Machado
Optimization of switched-beam arrays for communication systems. ISWCS (2014)
Samuel T. Valduga, Dimas I. Alves, Renato B. Machado, Andrei P. Legg, Murilo Bellezoni Loiola
A low-complexity rate-one MIMO scheme with four transmit antennas and phase feedback. CITS (2013)
Bruno Fontana da Silva, Renato B. Machado, Andrei P. Legg
Cooperative transmission scheme with two relay stations and phase feedback channels. ISWCS (2012)
Renato B. Machado, Robson Domingos Vieira, Mario de Noronha-Neto
Cooperative Diversity Scheme with Two Relay Stations and Linear Coherent Detection. VTC Fall (2010)
Renato B. Machado, Bartolomeu F. Uchôa Filho, Tolga M. Duman
A Cooperative Diversity Scheme with Partial Channel Knowledge at the Cooperating Nodes. ICC (2008)
Renato B. Machado, Bartolomeu F. Uchôa Filho, Tolga M. Duman
Linear Dispersion Codes for MIMO Channels with Limited Feedback. WCNC (2008)
Azzedine Boukerche, Renato B. Machado, Kathia Regina L. Jucá, João Bosco M. Sobral, Mirela Sechi Moretti Annoni Notare
An agent based and biological inspired real-time intrusion detection and security model for computer network operations. Comput. Commun. 30 (13) (2007)
Renato B. Machado, Azzedine Boukerche, João Bosco M. Sobral, Kathia Regina L. Jucá, Mirela Sechi Moretti Annoni Notare
A Hybrid Artificial Immune and Mobile Agent Intrusion Detection Based Model for Computer Network Operations. IPDPS (2005)
Renato B. Machado, Bartolomeu F. Uchôa Filho
Space-time block coding with hybrid transmit antenna/code selection. ICC (2004)
Renato B. Machado, Bartolomeu F. Uchôa Filho
A hybrid transmit antenna/code selection scheme using space-time block codes. WCNC (2004)