Nilton Nobuhiro Imai

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 19

Top Topics

Machine Learning Approaches

Maximally Stable Extremal Regions

Top Venues

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

Comput. Electron. Agric.

Comput. Geosci.

Publications

Vinicius Paiva Gonçalves, Eduardo Augusto Werneck Ribeiro, Nilton Nobuhiro Imai
Mapping Areas Invaded by Pinus sp. from Geographic Object-Based Image Analysis (GEOBIA) Applied on RPAS (Drone) Color Images. Remote. Sens. 14 (12) (2022)
Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Antonio Maria Garcia Tommaselli, Adilson Berveglieri, Guilherme Henrique Santos, Márcio Augusto Soares, Marcelo Marino, Thiago Tiedtke dos Reis
Detection and mapping of trees infected with citrus gummosis using UAV hyperspectral data. Comput. Electron. Agric. 188 (2021)
Rorai Pereira Martins-Neto, Antonio Maria Garcia Tommaselli, Nilton Nobuhiro Imai, Hassan Camil David, Milto Miltiadou, Eija Honkavaara
Identification of Significative LiDAR Metrics and Comparison of Machine Learning Approaches for Estimating Stand and Diversity Variables in Heterogeneous Brazilian Atlantic Forest. Remote. Sens. 13 (13) (2021)
Alisson Fernando Coelho do Carmo, Milton Hirokazu Shimabukuro, Nilton Nobuhiro Imai, Nariane Marselhe Ribeiro Bernardo, Fernanda Sayuri Yoshino Watanabe, Enner Herenio de Alcântara
Aquopts: A multisource processing system for multidimensional bio-optical data integration and correction. Comput. Geosci. 143 (2020)
Gabriela Takahashi Miyoshi, Mauro dos Santos de Arruda, Lucas Prado Osco, José Marcato Junior, Diogo Nunes Gonçalves, Nilton Nobuhiro Imai, Antonio Maria Garcia Tommaselli, Eija Honkavaara, Wesley Nunes Gonçalves
A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images. Remote. Sens. 12 (8) (2020)
Gabriela Takahashi Miyoshi, Nilton Nobuhiro Imai, Antonio Maria Garcia Tommaselli, Marcus Vinícius Antunes de Moraes, Eija Honkavaara
Evaluation of Hyperspectral Multitemporal Information to Improve Tree Species Identification in the Highly Diverse Atlantic Forest. Remote. Sens. 12 (2) (2020)
Lucas Prado Osco, Ana Paula Marques Ramos, Mayara Maezano Faita Pinheiro, Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Nayara V. Estrabis, Felipe Ianczyk, Fábio Fernando de Araújo, Veraldo Liesenberg, Lúcio André de Castro Jorge, Jonathan Li, Lingfei Ma, Wesley Nunes Gonçalves, José Marcato Junior, José Eduardo Creste
A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements. Remote. Sens. 12 (6) (2020)
Antonio Maria Garcia Tommaselli, Lucas Dias Santos, Raquel Alves de Oliveira, Adilson Berveglieri, Nilton Nobuhiro Imai, Eija Honkavaara
Refining the Interior Orientation of a Hyperspectral Frame Camera With Preliminary Bands Co-Registration. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (7) (2019)
Lucas Prado Osco, Ana Paula Marques Ramos, Érika Akemi Saito Moriya, Maurício de Souza, José Marcato Junior, Edson Takashi Matsubara, Nilton Nobuhiro Imai, José Eduardo Creste
Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images. Int. J. Appl. Earth Obs. Geoinformation 83 (2019)
Lucas Prado Osco, Ana Paula Marques Ramos, Érika Akemi Saito Moriya, Lorrayne Guimarães Bavaresco, Bruna Coelho de Lima, Nayara V. Estrabis, Danillo Roberto Pereira, José Eduardo Creste, José Marcato Junior, Wesley Nunes Gonçalves, Nilton Nobuhiro Imai, Jonathan Li, Veraldo Liesenberg, Fábio Fernando de Araújo
Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks. Remote. Sens. 11 (23) (2019)
Lucas Prado Osco, Ana Paula Marques Ramos, Danillo Roberto Pereira, Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Edson Takashi Matsubara, Nayara V. Estrabis, Maurício de Souza, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li, Veraldo Liesenberg, José Eduardo Creste
Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery. Remote. Sens. 11 (24) (2019)
Luiz Henrique da Silva Rotta, Deepak R. Mishra, Enner H. Alcântara, Nilton Nobuhiro Imai, Fernanda Sayuri Yoshino Watanabe, Thanan Rodrigues
and a Depth Based Model to Estimate the Height of Submerged Aquatic Vegetation in an Oligotrophic Reservoir: A Case Study at Nova Avanhandava. Remote. Sens. 11 (3) (2019)
Fernanda Sayuri Yoshino Watanabe, Enner H. Alcântara, Nilton Nobuhiro Imai, Thanan Rodrigues, Nariane Bernardo
Concentration from Optimizing a Semi-Analytical Algorithm in Productive Inland Waters. Remote. Sens. 10 (2) (2018)
Ninni Saarinen, Mikko Vastaranta, Roope Näsi, Tomi Rosnell, Teemu Hakala, Eija Honkavaara, Michael A. Wulder, Ville Luoma, Antonio M. G. Tommaselli, Nilton Nobuhiro Imai, Eduardo A. W. Ribeiro, Raul B. Guimarães, Markus Holopainen, Juha Hyyppä
Assessing Biodiversity in Boreal Forests with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging. Remote. Sens. 10 (2) (2018)
Fernanda Sayuri Yoshino Watanabe, Thanan Rodrigues, Alisson Fernando Coelho do Carmo, Enner H. Alcântara, Milton Hirokazu Shimabukuro, Nilton Nobuhiro Imai, Nariane Bernardo, Luiz Henrique da Silva Rotta
Assessment of Scattering Error Correction Techniques for AC-S Meter in a Tropical Eutrophic Reservoir. Remote. Sens. 10 (5) (2018)
Thanan Rodrigues, Deepak R. Mishra, Enner H. Alcântara, Fernanda Sayuri Yoshino Watanabe, Luiz Henrique da Silva Rotta, Nilton Nobuhiro Imai
Retrieving Total Suspended Matter in Tropical Reservoirs Within a Cascade System With Widely Differing Optical Properties. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (12) (2017)
Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Antonio Maria Garcia Tommaselli, Gabriela Takahashi Miyoshi
Mapping Mosaic Virus in Sugarcane Based on Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (2) (2017)
Olli Nevalainen, Eija Honkavaara, Sakari Tuominen, Niko Viljanen, Teemu Hakala, Xiaowei Yu, Juha Hyyppä, Heikki Saari, Ilkka Pölönen, Nilton Nobuhiro Imai, Antonio M. G. Tommaselli
Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging. Remote. Sens. 9 (3) (2017)
Adilson Berveglieri, Antonio Maria Garcia Tommaselli, Nilton Nobuhiro Imai, Eduardo Augusto Werneck Ribeiro, Raul B. Guimarães, Eija Honkavaara
Identification of Successional Stages and Cover Changes of Tropical Forest Based on Digital Surface Model Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)
Fernanda Sayuri Yoshino Watanabe, Nilton Nobuhiro Imai, Enner Herenio de Alcântara, Luiz Henrique da Silva Rotta, Alex Garcez Utsumi
Signal Classification of Submerged Aquatic Vegetation Based on the Hemispherical-Conical Reflectance Factor Spectrum Shape in the Yellow and Red Regions. Remote. Sens. 5 (4) (2013)
Luiz Henrique da Silva Rotta, Nilton Nobuhiro Imai
Submerged macrophytes height estimation by echosounder data sample. IGARSS (2012)
Lauriana Rubio Sartori, Nilton Nobuhiro Imai, José Claudio Mura, Evlyn Marcia Leão de Moraes Novo, Thiago Sanna Freire Silva
Mapping Macrophyte Species in the Amazon Floodplain Wetlands Using Fully Polarimetric ALOS/PALSAR Data. IEEE Trans. Geosci. Remote. Sens. 49 (12) (2011)
Airton Marco Polidório, Franklin César Flores, Clélia Franco, Nilton Nobuhiro Imai, Antonio M. G. Tommaselli
Enhancement of Terrestrial Surface Features on High Spatial Resolution Multispectral Aerial Images. SIBGRAPI (2010)
Lauriana Rubio Sartori, Nilton Nobuhiro Imai, José Claudio Mura, Evlyn Marcia Leão de Moraes Novo, Thiago Sanna Freire Silva
Investigations on the full polarimetric PALSAR data to discriminate macrophytes species in the Amazon floodplain wetland. IGARSS (2010)
Airton Marco Polidório, Franklin César Flores, Nilton Nobuhiro Imai, Antonio M. G. Tommaselli, Clélia Franco
Automatic Shadow Segmentation in Aerial Color Images. SIBGRAPI (2003)