default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDRenato B. Machado
Renato Bobsin Machado
Person information
- affiliation: State University of Western Parana, Foz do Iguaçu, Brazil
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
Journal Articles
- 2024
[j35]Cristiano Antonio de Souza
, Carlos Becker Westphall, Jean Douglas Gomes Valencio, Renato Bobsin Machado, Wesley dos Reis Bezerra:
Hierarchical multistep approach for intrusion detection and identification in IoT and Fog computing-based environments. Ad Hoc Networks 161: 103541 (2024)- [j34]Diego Silva Medeiros, Fernando Darío Almeida García, Dimas Irion Alves, Rômulo Fernandes da Costa, Renato B. Machado, José Cândido Silveira Santos Filho:
CA-CFAR Detection for SAR Systems Over Correlated Gamma-Distributed Clutter. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j33]Lucas P. Ramos, Dimas Irion Alves, Leonardo Tomazeli Duarte, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Patrik B. G. Dammert:
Change Detection in Wavelength-Resolution SAR Image Stack Based on Tensor Robust PCA. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j32]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: 1-17 (2024) - [j31]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: 1-15 (2024) - 2023
- [j30]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: 31496-31507 (2023) - [j29]Dimas Irion 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: 84734-84743 (2023) - [j28]Gustavo F. Araujo, Renato B. Machado, Mats I. Pettersson:
Synthetic SAR Data Generator Using Pix2pix cGAN Architecture for Automatic Target Recognition. IEEE Access 11: 143369-143386 (2023) - [j27]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: 109030 (2023) - [j26]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: 1-5 (2023) - [j25]Gustavo Henrique Mittmann Voigt, Dimas Irion 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): 2401 (2023) - [j24]Lucas P. Ramos, Dimas Irion 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: 10124-10137 (2023) - [j23]Murilo Sagrillo, Renata Rojas Guerra, Fábio M. Bayer, Renato B. Machado:
The LA Distribution: An Approximation of the G0A Distribution for Amplitude SAR Image Modeling. IEEE Trans. Geosci. Remote. Sens. 61: 1-8 (2023) - 2022
- [j22]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: 107694 (2022) - [j21]Cristiano Antonio de Souza, Carlos Becker Westphall, Renato Bobsin Machado, Leandro Loffi, Carla Merkle Westphall, Guilherme Arthur Geronimo:
Intrusion detection and prevention in fog based IoT environments: A systematic literature review. Comput. Networks 214: 109154 (2022) - [j20]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:
Neyman-Pearson Criterion-Based Change Detection Methods for Wavelength-Resolution SAR Image Stacks. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j19]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: 1-5 (2022) - [j18]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: 1-5 (2022) - [j17]Murilo Sagrillo, Renata Rojas Guerra, Fábio M. Bayer, Renato B. Machado:
A New Probability Distribution for SAR Image Modeling. Remote. Sens. 14(12): 2853 (2022) - [j16]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): 2966 (2022) - [j15]Gustavo F. Araujo, Renato B. Machado, Mats I. Pettersson:
Non-Cooperative SAR Automatic Target Recognition Based on Scattering Centers Models. Sensors 22(3): 1293 (2022) - [j14]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: 1-12 (2022) - [j13]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: 1-14 (2022) - 2021
- [j12]Lucas P. Ramos, Alexandre Becker Campos, Christofer Schwartz, Leonardo Tomazeli Duarte, Dimas Irion 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): 833 (2021) - 2020
- [j11]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: 107417 (2020) - [j10]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:
A Statistical Analysis for Wavelength-Resolution SAR Image Stacks. IEEE Geosci. Remote. Sens. Lett. 17(2): 227-231 (2020) - [j9]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): 1916 (2020) - [j8]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:
Wavelength-Resolution SAR Ground Scene Prediction Based on Image Stack. Sensors 20(7): 2008 (2020) - [j7]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:
Wavelength-Resolution SAR Change Detection Using Bayes' Theorem. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5560-5568 (2020) - 2019
- [j6]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): 1660-1664 (2019) - [j5]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): 1550-1560 (2019) - 2018
- [j4]Dimas Irion Alves, Crístian Müller, Renato B. Machado, Bartolomeu F. Uchôa Filho:
Approximate BER Analysis for MAC Systems. IEEE Wirel. Commun. Lett. 7(1): 10-13 (2018) - 2017
- [j3]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): 591-599 (2017) - 2016
- [j2]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): 1114-1118 (2016) - 2007
- [j1]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): 2649-2660 (2007)
Conference and Workshop Papers
- 2024
- [c21]João Gabriel Vinholi, Marco Chini, Anis Amziane, Patrick Matgen, Renato B. Machado:
Optical Image Translation Using Diffusion Models in Support of Heterogeneous Change Detection. IGARSS 2024: 7231-7234 - [c20]André R. Moreira, Lucas P. Ramos, Fabiano G. da Silva, Dimas Irion Alves, Renato B. Machado:
Automatic Classification of Maritime Targets Based on TRPCA Pre-Processing. IGARSS 2024: 9748-9752 - 2023
- [c19]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: 435-448 - 2020
- [c18]Alexandre Becker Campos, Ricardo Dal 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: 328-331 - [c17]Douglas Lopes Da Silva, Felix Antreich, Olympio L. Coutinho, Renato B. Machado:
Q-Learning Applied to Soft-Kill Countermeasures For Unmanned Aerial Vehicles (UAVs). PLANS 2020: 91-99 - 2019
- [c16]Ricardo Dal 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: 1514-1517 - 2017
- [c15]Ana C. F. Fabrin, Ricardo Dal Molin, Dimas Irion Alves, Renato B. Machado, Fábio M. Bayer, Mats I. Pettersson:
A CFAR optimization for low frequency UWB SAR change detection algorithms. IGARSS 2017: 1071-1074 - [c14]Ricardo Silveira Rodrigues, Marcia Pasin, Renato B. Machado:
Indoor position tracking: An application using the Arduino mobile platform. WMNC 2017: 1-8 - 2015
- [c13]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: 318-321 - [c12]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: 365-368 - 2014
- [c11]Edson R. Schlosser, Roger L. Farias, Marcos V. T. Heckler, Renato B. Machado:
Optimization of switched-beam arrays for communication systems. ISWCS 2014: 579-583 - [c10]Dimas Irion 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: 594-599 - [c9]Samuel T. Valduga, Dimas Irion 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: 1212-1217 - 2013
- [c8]Samuel T. Valduga, Dimas Irion 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: 1-5 - 2012
- [c7]Bruno Fontana da Silva, Renato B. Machado, Andrei P. Legg:
Cooperative transmission scheme with two relay stations and phase feedback channels. ISWCS 2012: 216-220 - 2010
- [c6]Renato B. Machado, Robson Domingos Vieira, Mario de Noronha-Neto:
Cooperative Diversity Scheme with Two Relay Stations and Linear Coherent Detection. VTC Fall 2010: 1-5 - 2008
- [c5]Renato B. Machado, Bartolomeu F. Uchôa Filho, Tolga M. Duman:
A Cooperative Diversity Scheme with Partial Channel Knowledge at the Cooperating Nodes. ICC 2008: 4580-4585 - [c4]Renato B. Machado, Bartolomeu F. Uchôa Filho, Tolga M. Duman:
Linear Dispersion Codes for MIMO Channels with Limited Feedback. WCNC 2008: 199-204 - 2005
- [c3]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 - 2004
- [c2]Renato B. Machado, Bartolomeu F. Uchôa Filho:
Space-time block coding with hybrid transmit antenna/code selection. ICC 2004: 819-822 - [c1]Renato B. Machado, Bartolomeu F. Uchôa Filho:
A hybrid transmit antenna/code selection scheme using space-time block codes. WCNC 2004: 2469-2473
Informal and Other Publications
- 2024
- [i3]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 abs/2404.11243 (2024) - 2022
- [i2]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:
Autoregressive Model for Multi-Pass SAR Change Detection Based on Image Stacks. CoRR abs/2206.02278 (2022) - [i1]Bruna Gregory Palm, Fábio Mariano 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. CoRR abs/2208.00097 (2022)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:15 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
