Renato B. Machado

60 papers A 1B 4C 7Journal 38Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Hardware-Based Calculation of Mean Square Error for Automatic Target Recognition in SAR Images. IEEE Access Lucas Urbanski, Gustavo F. Araujo, Renato B. Machado, Roberto d'Amore
2025	J	`jnl`	Multisensor Diffusion-Driven Optical Image Translation for Large-Scale Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. João Gabriel Vinholi, Marco Chini, Anis Amziane, Renato B. Machado, Danilo Silva, Patrick Matgen
2024	C	`conf`	Automatic Classification of Maritime Targets Based on TRPCA Pre-Processing. IGARSS André R. Moreira, Lucas P. Ramos, Fabiano G. da Silva, Dimas Irion Alves, Renato B. Machado
2024	J	`jnl`	CA-CFAR Detection for SAR Systems Over Correlated Gamma-Distributed Clutter. IEEE Geosci. Remote. Sens. Lett. Diego Silva Medeiros, Fernando Darío Almeida García, Dimas Irion Alves, Rômulo Fernandes da Costa, Renato B. Machado, José Cândido Silveira Santos Filho
2024	J	`jnl`	Change Detection in Wavelength-Resolution SAR Image Stack Based on Tensor Robust PCA. IEEE Geosci. Remote. Sens. Lett. Lucas P. Ramos, Dimas Irion Alves, Leonardo Tomazeli Duarte, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Patrik B. G. Dammert
2024	J	`jnl`	Concurrent SAR Imaging With F-Scan: Timing Design and Performance Prediction. IEEE Trans. Geosci. Remote. Sens. João Pedro Turchetti Ribeiro, Thomas Kraus, Markus Bachmann, Renato B. Machado, Gerhard Krieger, Alberto Moreira
2024	J	`jnl`	Enhancing Change Detection in Ultra-Wideband VHF SAR Imagery: An Entropy-Based Approach With Median Ground Scene Masking. IEEE Trans. Geosci. Remote. Sens. João Gabriel Vinholi, Paulo Ricardo Branco da Silva, Dimas Irion Alves, Renato B. Machado
2024	C	`conf`	Optical Image Translation Using Diffusion Models in Support of Heterogeneous Change Detection. IGARSS João Gabriel Vinholi, Marco Chini, Anis Amziane, Patrick Matgen, Renato B. Machado
2024	J	`jnl`	Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case. CoRR João Gabriel Vinholi, Marco Chini, Anis Amziane, Renato B. Machado, Danilo Silva, Patrick Matgen
2024	B	`conf`	Spider-Sense: Wi-Fi CSI as a Sixth Sense for Early Detection in Network Intrusion Detection Systems. GLOBECOM Felipe Silveira de Almeida, Eduardo Fabrício Gomes Trindade, Mats Ingemar Pettersson, Renato B. Machado, Lourenço Alves Pereira Júnior
2023	J	`jnl`	A Soft-Kill Reinforcement Learning Counter Unmanned Aerial System (C-UAS) With Accelerated Training. IEEE Access Douglas Lopes Da Silva, Renato B. Machado, Olympio L. Coutinho, Felix Antreich
2023	J	`jnl`	A Statistical Analysis for Intensity Wavelength-Resolution SAR Difference Images. Remote. Sens. Gustavo Henrique Mittmann Voigt, Dimas Irion Alves, Crístian Müller, Renato B. Machado, Lucas P. Ramos, Viet Thuy Vu, Mats I. Pettersson
2023	J	`jnl`	A generalized control chart for anomaly detection in SAR imagery. Comput. Ind. Eng. Murilo Sagrillo, Renata Rojas Guerra, Renato B. Machado, Fábio M. Bayer
2023	J	`jnl`	CA-CFAR Performance in K-Distributed Sea Clutter With Fully Correlated Texture. IEEE Geosci. Remote. Sens. Lett. Diego Silva Medeiros, Fernando Darío Almeida García, Renato B. Machado, José Cândido Silveira Santos Filho, Osamu Saotome
2023	J	`jnl`	Change Detection Method for Wavelength- Resolution SAR Images Based on Bayes' Theorem: An Iterative Approach. IEEE Access Dimas Irion Alves, Bruna Gregory Palm, Hans Hellsten, Renato B. Machado, Viet Thuy Vu, Mats I. Pettersson, Patrik B. G. Dammert
2023	—	`conf`	DNNET-Ensemble approach to detecting and identifying attacks in IoT environments. SBRC Cristiano Antonio de Souza, Carlos Becker Westphall, Jean Douglas Gomes Valencio, Renato B. Machado, Wesley dos Reis Bezerra
2023	J	`jnl`	Robust Principal Component Analysis Techniques for Ground Scene Estimation in SAR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Lucas P. Ramos, Dimas Irion Alves, Leonardo Tomazeli Duarte, Mats I. Pettersson, Renato B. Machado
2023	J	`jnl`	Synthetic SAR Data Generator Using Pix2pix cGAN Architecture for Automatic Target Recognition. IEEE Access Gustavo F. Araujo, Renato B. Machado, Mats I. Pettersson
2023	J	`jnl`	The L IEEE Trans. Geosci. Remote. Sens. Murilo Sagrillo, Renata Rojas Guerra, Fábio M. Bayer, Renato B. Machado
2022	J	`jnl`	A New Probability Distribution for SAR Image Modeling. Remote. Sens. Murilo Sagrillo, Renata Rojas Guerra, Fábio M. Bayer, Renato B. Machado
2022	J	`jnl`	Assessment of Machine Learning Techniques for Oil Rig Classification in C-Band SAR Images. Remote. Sens. Fabiano G. da Silva, Lucas P. Ramos, Bruna Gregory Palm, Renato B. Machado
2022	J	`jnl`	Autoregressive Model for Multi-Pass SAR Change Detection Based on Image Stacks. CoRR 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
2022	J	`jnl`	CNN-Based Change Detection Algorithm for Wavelength-Resolution SAR Images. IEEE Geosci. Remote. Sens. Lett. João Gabriel Vinholi, Danilo Silva, Renato B. Machado, Mats I. Pettersson
2022	J	`jnl`	Change Detection Based on Convolutional Neural Networks Using Stacks of Wavelength-Resolution Synthetic Aperture Radar Images. IEEE Trans. Geosci. Remote. Sens. João Gabriel Vinholi, Bruna G. Palm, Danilo Silva, Renato B. Machado, Mats I. Pettersson
2022	J	`jnl`	False Alarm Reduction in Wavelength-Resolution SAR Change Detection Schemes by Using a Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. Alexandre Becker Campos, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado
2022	J	`jnl`	Neyman-Pearson Criterion-Based Change Detection Methods for Wavelength-Resolution SAR Image Stacks. IEEE Geosci. Remote. Sens. Lett. 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
2022	J	`jnl`	Non-Cooperative SAR Automatic Target Recognition Based on Scattering Centers Models. Sensors Gustavo F. Araujo, Renato B. Machado, Mats I. Pettersson
2022	J	`jnl`	Robust Rayleigh Regression Method for SAR Image Processing in Presence of Outliers. CoRR Bruna Gregory Palm, Fábio Mariano Bayer, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Renato J. Cintra
2022	J	`jnl`	Robust Rayleigh Regression Method for SAR Image Processing in Presence of Outliers. IEEE Trans. Geosci. Remote. Sens. Bruna Gregory Palm, Fábio M. Bayer, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Renato J. Cintra
2022	J	`jnl`	Two-step ensemble approach for intrusion detection and identification in IoT and fog computing environments. Comput. Electr. Eng. Cristiano Antonio de Souza, Carlos Becker Westphall, Renato B. Machado
2021	J	`jnl`	A Wavelength-Resolution SAR Change Detection Method Based on Image Stack through Robust Principal Component Analysis. Remote. Sens. Lucas P. Ramos, Alexandre Becker Campos, Christofer Schwartz, Leonardo Tomazeli Duarte, Dimas Irion Alves, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado
2020	J	`jnl`	A Statistical Analysis for Wavelength-Resolution SAR Image Stacks. IEEE Geosci. Remote. Sens. Lett. 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
2020	J	`jnl`	Change Detection in UWB SAR Images Based on Robust Principal Component Analysis. Remote. Sens. Christofer Schwartz, Lucas P. Ramos, Leonardo Tomazeli Duarte, Marcelo S. Pinho, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado
2020	J	`jnl`	Hybrid approach to intrusion detection in fog-based IoT environments. Comput. Networks Cristiano Antonio de Souza, Carlos Becker Westphall, Renato B. Machado, João Bosco Mangueira Sobral, Gustavo dos Santos Vieira
2020	—	`conf`	Q-Learning Applied to Soft-Kill Countermeasures For Unmanned Aerial Vehicles (UAVs). PLANS Douglas Lopes Da Silva, Felix Antreich, Olympio L. Coutinho, Renato B. Machado
2020	C	`conf`	Unsupervised Automatic Target Detection for Multitemporal SAR Images based on Adaptive K-means Algorithm. IGARSS Alexandre Becker Campos, Ricardo Dal Molin, Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado
2020	J	`jnl`	Wavelength-Resolution SAR Change Detection Using Bayes' Theorem. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 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
2020	J	`jnl`	Wavelength-Resolution SAR Ground Scene Prediction Based on Image Stack. Sensors 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
2019	C	`conf`	A Change Detection Algorithm for Sar Images Based on Logistic Regression. IGARSS Ricardo Dal Molin, Rafael A. S. Rosa, Fábio M. Bayer, Mats I. Pettersson, Renato B. Machado
2019	J	`jnl`	Measurement and Characterization of Power Lines of Aircraft Flight Test Instrumentation. IEEE Trans. Aerosp. Electron. Syst. Ândrei Camponogara, Thiago R. Oliveira, Renato B. Machado, Weiler A. Finamore, Moisés Vidal Ribeiro
2019	J	`jnl`	Rayleigh Regression Model for Ground Type Detection in SAR Imagery. IEEE Geosci. Remote. Sens. Lett. Bruna Gregory Palm, Fábio M. Bayer, Renato J. Cintra, Mats I. Pettersson, Renato B. Machado
2018	J	`jnl`	Approximate BER Analysis for MAC Systems. IEEE Wirel. Commun. Lett. Dimas Irion Alves, Crístian Müller, Renato B. Machado, Bartolomeu F. Uchôa Filho
2017	C	`conf`	A CFAR optimization for low frequency UWB SAR change detection algorithms. IGARSS Ana C. F. Fabrin, Ricardo Dal Molin, Dimas Irion Alves, Renato B. Machado, Fábio M. Bayer, Mats I. Pettersson
2017	J	`jnl`	False Alarm Reduction in Wavelength-Resolution SAR Change Detection Using Adaptive Noise Canceler. IEEE Trans. Geosci. Remote. Sens. Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado, Patrik B. G. Dammert, Hans Hellsten
2017	—	`conf`	Indoor position tracking: An application using the Arduino mobile platform. WMNC Ricardo Silveira Rodrigues, Marcia Pasin, Renato B. Machado
2016	J	`jnl`	The Stability of UWB Low-Frequency SAR Images. IEEE Geosci. Remote. Sens. Lett. Renato B. Machado, Viet Thuy Vu, Mats I. Pettersson, Patrik B. G. Dammert, Hans Hellsten
2015	C	`conf`	Empirical-statistical analysis of amplitude SAR images for change detection algorithms. IGARSS Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Patrik B. G. Dammert, Hans Hellsten
2015	C	`conf`	Experimental results on change detection based on Bayes probability theorem. IGARSS Hans Hellsten, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Patrik B. G. Dammert
2014	—	`conf`	A dynamic hybrid antenna/relay selection scheme for the multiple-access relay channel. ISWCS Dimas Irion Alves, Renato B. Machado, Daniel Benevides da Costa, Andrei Piccinini Legg, Bartolomeu F. Uchôa Filho
2014	B	`conf`	Low-complexity codebook-based beamforming with four transmit antennas and quantized feedback channel. WCNC Samuel T. Valduga, Dimas Irion Alves, Renato B. Machado, Andrei Piccinini Legg, Murilo Bellezoni Loiola
2014	—	`conf`	Optimization of switched-beam arrays for communication systems. ISWCS Edson R. Schlosser, Roger L. Farias, Marcos V. T. Heckler, Renato B. Machado
2013	—	`conf`	A low-complexity rate-one MIMO scheme with four transmit antennas and phase feedback. CITS Samuel T. Valduga, Dimas Irion Alves, Renato B. Machado, Andrei Piccinini Legg, Murilo Bellezoni Loiola
2012	—	`conf`	Cooperative transmission scheme with two relay stations and phase feedback channels. ISWCS Bruno Fontana da Silva, Renato B. Machado, Andrei Piccinini Legg
2010	—	`conf`	Cooperative Diversity Scheme with Two Relay Stations and Linear Coherent Detection. VTC Fall Renato B. Machado, Robson Domingos Vieira, Mario de Noronha-Neto
2008	—	`conf`	A Cooperative Diversity Scheme with Partial Channel Knowledge at the Cooperating Nodes. ICC Renato B. Machado, Bartolomeu F. Uchôa Filho, Tolga M. Duman
2008	B	`conf`	Linear Dispersion Codes for MIMO Channels with Limited Feedback. WCNC Renato B. Machado, Bartolomeu F. Uchôa Filho, Tolga M. Duman
2007	J	`jnl`	An agent based and biological inspired real-time intrusion detection and security model for computer network operations. Comput. Commun. Azzedine Boukerche, Renato B. Machado, Kathia Regina L. Jucá, João Bosco M. Sobral, Mirela Sechi Moretti Annoni Notare
2005	A	`conf`	A Hybrid Artificial Immune and Mobile Agent Intrusion Detection Based Model for Computer Network Operations. IPDPS Renato B. Machado, Azzedine Boukerche, João Bosco M. Sobral, Kathia Regina L. Jucá, Mirela Sechi Moretti Annoni Notare
2004	B	`conf`	A hybrid transmit antenna/code selection scheme using space-time block codes. WCNC Renato B. Machado, Bartolomeu F. Uchôa Filho
2004	—	`conf`	Space-time block coding with hybrid transmit antenna/code selection. ICC Renato B. Machado, Bartolomeu F. Uchôa Filho