A multilayer perceptron approach for the retrieval of vertical temperature profiles from satellite radiation data. - Elcio H. Shiguemori; Jose Demisio S. da Silva; Haroldo F. de Campos Velho; João C. Carvalho (IJCNN, 2005)

Landmarks recognition for autonomous aerial navigation by neural networks and Gabor transform. - Elcio Hideiti Shiguemori; Maurício Pozzobon Martins; Marcus Vinícius T. Monteiro (IPAS, 2007)

Atmospheric temperature and humidity retrieval from satellite data - artificial neural networks and hardware implementation approaches. - Elcio Hideiti Shiguemori (2007)

Atmospheric temperature retrieval from satellite data: new non-extensive artificial neural network approach. - Elcio Hideiti Shiguemori; Haroldo F. de Campos Velho; José Demísio Simões da Silva (SAC, 2008)

Atmospheric temperature retrieval using a Radial Basis Function Neural Network. - Elcio Hideiti Shiguemori; José Demísio Simões da Silva; Haroldo F. de Campos Velho; Jonas C. Carvalho (Int. J. Inf. Commun. Technol., 2008)

Image Restoration with Operators Modeled by Artificial Neural Networks. - Ana Paula Abrantes de Castro; José Demísio Simões da Silva; Elcio Hideiti Shiguemori (SIBGRAPI, 2009)

COSMO-SkyMed SAR data to observe small metallic objects from ocean crashed aircraft. - Rafael L. Paes; Ferdinando Nunziata; Elcio Hideiti Shiguemori; Maurizio Migliaccio; Antonio Montuori (IGARSS, 2011)

Using ANN and UAV for terrain surveillance. - Luiz F. Felizardo; Rodrigo L. Mota; Elcio H. Shiguemori; Marcos T. Neves; Alexandre C. B. Ramos; Félix Mora-Camino (HIS, 2013)

Embedded System for Visual Odometry and Localization of Moving Objects in Images Acquired by Unmanned Aerial Vehicles. - Rodrigo Augusto Reboucas; Quenaz da Cruz Eller; Mateus Habermann 001; Elcio Hideiti Shiguemori (SBESC, 2013)

Fuzzy-Based Automatic Landmark Recognition in Aerial Images Using ORB for Aerial Auto-localization. - Paulo Silva Filho; Marcel Rodrigues; Osamu Saotome; Elcio H. Shiguemori (ISVC (1), 2014)

Application of Self-Organizing Maps at Change Detection in Amazon Forest. - Rodrigo Luiz Mendes Mota; Elcio Hideiti Shiguemori; Alexandre Carlos Brandão Ramos (ITNG, 2014)

PHM-based Multi-UAV task assignment. - Ivo Paixao de Medeiros; Leonardo Ramos Rodrigues; Rafael D. C. Santos; Elcio Hideiti Shiguemori; Cairo Lúcio Nascimento Júnior (SysCon, 2014)

Estimation of UAV position using LiDAR images for autonomous navigation over the ocean. - José R. G. Braga; Haroldo F. de Campos Velho; Elcio H. Shiguemori (ICST, 2015)

Estimation of UAV position with use of thermal infrared images. - Wanessa da Silva; Elcio Hideiti Shiguemori; Nandamudi Lankalapalli Vijaykumar; Haroldo Fraga de Campos Velho (ICST, 2015)

Change Detection in Satellite Images Using Self-Organizing Maps. - Michael D. L. Santos; Elcio H. Shiguemori; Rodrigo Luiz Mendes Mota; Alexandre C. B. Ramos (ITNG, 2015)

Rotation Invariant Texture Analysis Based on Co-occurrence Matrix and Tsallis Distribution. - Mateus Habermann 001; Felipe Berla Campos; Elcio Hideiti Shiguemori (ICSI (3), 2015)

Integrated task assignment and maintenance recommendation based on system architecture and PHM information for UAVs. - Ivo Paixao de Medeiros; Leonardo Ramos Rodrigues; Christian Strottmann Kern; Rafael Duarte Coelho dos Santos; Elcio Hideiti Shiguemori (SysCon, 2015)

An image matching system for autonomous UAV navigation based on neural network. - José R. G. Braga; Haroldo F. de Campos Velho; Gianpaolo Conte; Patrick Doherty 001; Elcio H. Shiguemori (ICARCV, 2016)

Image matching applied to autonomous navigation of unmanned aerial vehicles. - Carlos Anderson Oliveira Silva; Gustavo Augusto Mascarenhas Goltz; Elcio Hideiti Shiguemori; Cristiano Leite de Castro; Haroldo F. de Campos Velho; Antônio de Pádua Braga (Int. J. High Perform. Syst. Archit., 2016)

Problem-based band selection for hyperspectral images. - Mateus Habermann 001; Vincent Frémont; Elcio Hideiti Shiguemori (IGARSS, 2017)

A Self-adaptive Approach for Autonomous UAV Navigation via Computer Vision. - Gabriel Fornari; Valdivino Alexandre de Santiago Júnior; Elcio Hideiti Shiguemori (ICCSA (2), 2018)

Identification and Classification of Drop Zones and Helicopter Landing Zones in Images Obtained by Small Size Remotely Piloted Aircraft Systems. - Marielcio Goncalves Lacerda; Angelo De Carvalho Paulino; Elcio Hideiti Shiguemori; Alvaro Jose Damiao; Lamartine Nogueira Frutuoso Guimarães; Camila Souza dos Anjos (IGARSS, 2018)

Supervised Neural Network with multilevel input layers for predicting of air traffic delays. - Daniel Alberto Pamplona; Weigang Li 001; Alexandre Gomes de Barros; Elcio Hideiti Shiguemori; Claudio Jorge Pinto Alves (IJCNN, 2018)

Autonomous long-range navigation in GNSS-denied environment with low-cost UAV platform. - Andre Rossi Kuroswiski; Neusa Maria Franco de Oliveira; Elcio Hideiti Shiguemori (SysCon, 2018)

Particle Collision Algorithm Applied to Automatic Estimation of Digital Elevation Model From Images Captured by UAV. - Marco Antonio Pizani Domiciano; Elcio Hideiti Shiguemori; Luiz Alberto Vieira Dias; Adilson Marques da Cunha (IEEE Geosci. Remote. Sens. Lett., 2018)

Weightless neural systems for deforestation surveillance and image-based navigation of UAVs in the Amazon forest. - Eduardo S. Ribeiro; Vitor A. M. F. Torres; Brayan James; Mateus T. Braga; Elcio H. Shiguemori; Haroldo F. de Campos Velho; Luiz C. B. Torres; Antônio P. Braga (ESANN, 2019)

Hybrid Adaptive Computational Intelligence-based Multisensor Data Fusion applied to real-time UAV autonomous navigation. - Angelo De Carvalho Paulino; Lamartine Nogueira Frutuoso Guimarães; Elcio Hideiti Shiguemori (Inteligencia Artif., 2019)

Combined weightless neural network FPGA architecture for deforestation surveillance and visual navigation of UAVs. - Vitor A. M. F. Torres; Brayan Rene Acevedo Jaimes; Eduardo S. Ribeiro; Mateus T. Braga; Elcio H. Shiguemori; Haroldo F. de Campos Velho; Luiz C. B. Torres; Antônio P. Braga (Eng. Appl. Artif. Intell., 2020)

Tree Crown Delineation Algorithm Based on a Convolutional Neural Network. - José R. G. Braga; Vinícius Peripato; Ricardo Dalagnol; Matheus Pinheiro Ferreira; Yuliya Tarabalka; Luiz E. O. C. Aragão; Haroldo F. de Campos Velho; Elcio H. Shiguemori; Fabien Hubert Wagner (Remote. Sens., 2020)

A Damage Detection Method Using Neural Network Optimized by Multiple Particle Collision Algorithm. - Sergio V. Farias; Osamu Saotome; Haroldo F. de Campos Velho; Elcio H. Shiguemori (J. Sensors, 2021)

Change Detection of Selective Logging in the Brazilian Amazon Using X-Band SAR Data and Pre-Trained Convolutional Neural Networks. - Tahisa Neitzel Kuck; Paulo Fernando Ferreira Silva Filho; Edson Eyji Sano; Polyanna da Conceição Bispo; Elcio Hideiti Shiguemori; Ricardo Dalagnol (Remote. Sens., 2021)

A Comparative Assessment of Machine-Learning Techniques for Forest Degradation Caused by Selective Logging in an Amazon Region Using Multitemporal X-Band SAR Images. - Tahisa Neitzel Kuck; Edson Eyji Sano; Polyanna da Conceição Bispo; Elcio Hideiti Shiguemori; Paulo Fernando Ferreira Silva Filho; Eraldo Aparecido Trondoli Matricardi (Remote. Sens., 2021)

Artificial Neural Networks to Analyze Energy Consumption and Temperature of UAV On-Board Computers Executing Algorithms for Object Detection. - Renato S. Maximiano; Valdivino Alexandre de Santiago Júnior; Elcio Hideiti Shiguemori (BRACIS (2), 2022)

Unsupervised Cluster-Wise Hyperspectral Band Selection for Classification. - Mateus Habermann 001; Elcio Hideiti Shiguemori; Vincent Frémont (Remote. Sens., 2022)

Automatic Position Estimation Based on Lidar × Lidar Data for Autonomous Aerial Navigation in the Amazon Forest Region. - Roberto Neves Salles; Haroldo Fraga de Campos Velho; Elcio Hideiti Shiguemori (Remote. Sens., 2022)

Droneways: Definition of Unmanned Aircraft Vehicles Airways and Traffic Management for Urban and Interurban Environments - A Survey. - Rafael Marinho de Andrade; Elcio Hideiti Shiguemori; Rafael Duarte Coelho dos Santos (ICCSA (Workshops 4), 2023)

Comparison of Feature Extraction and Matching Techniques Applied to Monocular UAV Images With Low-quality and Land Cover Variations. - Nathan A. Z. Xavier; Jonathan De A. Lapa; Douglas D. De C. Honório; Rafael C. De Oliveira; Elcio H. Shiguemori; Marcos R. O. A. Máximo; Marco Antonio Pizani Domiciano (LARS/SBR/WRE, 2023)

Use of Information From the Digital Elevation Model in Autonomous Air Navigation Based on Image Odometry. - Marco Antonio Pizani Domiciano; Elcio Hideiti Shiguemori; Luiz Alberto Vieira Dias; Adilson Marques da Cunha (IEEE Geosci. Remote. Sens. Lett., 2024)

Multistage Algorithm for Detecting Landing Strips in the Amazon Rainforest. - Gabriel R. Pardini; Tahisa Neitzel Kuck; Elcio H. Shiguemori; Marcos R. O. A. Máximo; Gabriel Dietzsch; Pamela Molina (IEEE Geosci. Remote. Sens. Lett., 2024)

Replicating Human Perception of Proximity - Applying Neural Networks in the Monitoring of Suspicious Air Activities in Amazon. - Gabriel Dietzsch; Elcio Hideiti Shiguemori (FLAIRS, 2025)