José Marcato Junior

发表

Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images

Nilton Nobuhiro Imai, Lucas Prado Osco, Ana Paula Marques Ramos, 2019, Int. J. Appl. Earth Obs. Geoinformation.

Bundle Block Adjustment of CBERS-2B HRC Imagery Combining Control Points and Lines

Antonio Maria Garcia Tommaselli, José Marcato Junior, J. M. Junior, 2012 .

Capsule-Based Networks for Road Marking Extraction and Classification From Mobile LiDAR Point Clouds

José Marcato Junior, Wesley Nunes Gonçalves, Yongtao Yu, 2021, IEEE Transactions on Intelligent Transportation Systems.

POSITIONAL ACCURACY OF AEROPHOTOGRAMMETRIC SURVEY IN THE PANTANAL DERIVED FROM UAV

José Marcato Junior, Normandes Matos da Silva, Anny Keli Aparecida Alves Cândido, 2018 .

Aplicação de Técnicas de Processamento Digital de Imagens em Diferentes Sensores Orbitais Application Techniques of Digital Image Processing in Different Orbital Sensors

José Marcato Junior, Paranhos Filho, Luciana Escalante Pereira, 2016 .

A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements

Jonathan Li, Lúcio André de Castro Jorge, Nilton Nobuhiro Imai, 2020, Remote. Sens..

Mapeamento da Vegetação Nativa do Cerrado na Região de Três Lagoas-MS com o Google Earth Engine

Hemerson Pistori, José Marcato Junior, Nayara Vasconcelos Estrabis, 2019 .

Land-cover classification of multispectral LiDAR data using CNN with optimized hyper-parameters

Haiyan Guan, Yongtao Yu, José Marcato Junior, 2020, ISPRS Journal of Photogrammetry and Remote Sensing.

Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery

Jonathan Li, Nilton Nobuhiro Imai, Lucas Prado Osco, 2019, Remote. Sens..

Robust 3D reconstruction of building surfaces from point clouds based on structural and closed constraints

Zongyue Wang, Guorong Cai, José Marcato Junior, 2020, ISPRS Journal of Photogrammetry and Remote Sensing.

Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery

Lúcio André de Castro Jorge, José Marcato Junior, Wesley Nunes Gonçalves, 2020, Sensors.

Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs

Raul Queiroz Feitosa, Hemerson Pistori, Everton Castelão Tetila, 2019, Sensors.

Storm-Drain and Manhole Detection Using the RetinaNet Method

José Marcato Junior, Wesley Nunes Gonçalves, Jonathan de Andrade Silva, 2020, Sensors.

RODOVIAS COMO ELEMENTO DE CONTROLE DA ACURÁCIA POSICIONAL DE IMAGENS OLI/LANDSAT 8 DO PANTANAL

José Marcato Junior, Antonio Conceição Paranhos Filho, Waleria Menezes Barros, 2016 .

Characterization of MSS Channel Reflectance and Derived Spectral Indices for Building Consistent Landsat 1–5 Data Record

Chenxing Wang, José Marcato Junior, Wesley Nunes Gonçalves, 2020, IEEE Transactions on Geoscience and Remote Sensing.

FLUXO DE TRABALHO PARA A CALIBRAÇÃO DE IMAGENS ESPECTRAIS OBTIDAS EM AERONAVES REMOTAMENTE PILOTADAS (ARPS) PELO MÉTODO DA LINHA EMPÍRICA

Nilton Nobuhiro Imai, Érika Akemi Saito Moriya, Lucas Prado Osco, 2019 .

Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution UAV Optical Imagery

Raul Queiroz Feitosa, José Marcato Junior, Wesley Nunes Gonçalves, 2020, Sensors.

Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques

Lucas Prado Osco, José Marcato Junior, Wesley Nunes Gonçalves, 2020, Remote. Sens..

Geometric model and assessment of a dual‐fisheye imaging system

Eija Honkavaara, Antonio Maria Garcia Tommaselli, José Marcato Junior, 2018 .

A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery

Nilton Nobuhiro Imai, Danillo Roberto Pereira, Lucas Prado Osco, 2020, ISPRS Journal of Photogrammetry and Remote Sensing.

PRECISÃO POSICIONAL DE LEVANTAMENTO AEROFOTOGRAMÉTRICO NO PANTANAL REALIZADO COM VANT

José Marcato Junior, Antonio Conceição Paranhos Filho, Normandes Matos da Silva, 2018 .

Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images

José Marcato Junior, Edson Takashi Matsubara, Wesley Nunes Gonçalves, 2021, Remote. Sens..

Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing

José Marcato Junior, Edson Takashi Matsubara, Wesley Nunes Gonçalves, 2021, Sensors.

Accurate Prediction of Earthquake-Induced Landslides Based on Deep Learning Considering Landslide Source Area

José Marcato Junior, Chengming Ye, Jonathan Li, 2021, Remote. Sens..

Counting and Locating High-Density Objects Using Convolutional Neural Network pdf

José Marcato Junior, Edson Takashi Matsubara, Wesley Nunes Gonçalves, 2021, Expert Syst. Appl..

Retinanet Deep Learning-Based Approach to Detect Termite Mounds in Eucalyptus Forests

José Marcato Junior, Edson Takashi Matsubara, Wesley Nunes Gonçalves, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Detecting the attack of the fall armyworm (Spodoptera frugiperda) in cotton plants with machine learning and spectral measurements

José Marcato Junior, Miguel Borges, Lúcio André de Castro Jorge, 2021, Precision Agriculture.

Adversarial unsupervised domain adaptation for 3D semantic segmentation with multi-modal learning

José Marcato Junior, Wesley Nunes Gonçalves, Yuanzheng Cai, 2021 .

Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data

Hemerson Pistori, José Marcato Junior, Wesley Nunes Gonçalves, 2021, Remote. Sens..

Identifying Building Rooftops in Hyperspectral Imagery Using CNN With Pure Pixel Index

José Marcato Junior, Chengming Ye, Yonggang Ge, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Deforestation Detection with Fully Convolutional Networks in the Amazon Forest from Landsat-8 and Sentinel-2 Images

Raul Queiroz Feitosa, José Marcato Junior, D. L. Torres, 2021, Remote. Sens..

Average-DInSAR method for unstable escarpments detection induced by underground coal mining

José Marcato Junior, Veraldo Liesenberg, Yiping Chen, 2021, Int. J. Appl. Earth Obs. Geoinformation.

A deep learning approach based on graphs to detect plantation lines pdf

Hemerson Pistori, José Marcato Junior, Wesley Nunes Gonçalves, 2021, Heliyon.

BoundaryNet: Extraction and Completion of Road Boundaries With Deep Learning Using Mobile Laser Scanning Point Clouds and Satellite Imagery

José Marcato Junior, Wesley Nunes Gonçalves, Michael A. Chapman, 2022, IEEE Transactions on Intelligent Transportation Systems.

Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning

Diego André Sant’Ana, José Marcato Junior, Wesley Nunes Gonçalves, 2021, Remote. Sens..

Airborne multispectral LiDAR point cloud classification with a feature Reasoning-based graph convolution network

Haiyan Guan, José Marcato Junior, Dilong Li, 2021, Int. J. Appl. Earth Obs. Geoinformation.

3D MSSD: A multilayer spatial structure 3D object detection network for mobile LiDAR point clouds

Zongyue Wang, Guorong Cai, José Marcato Junior, 2021, Int. J. Appl. Earth Obs. Geoinformation.

Integration of Photogrammetry and Deep Learning in Earth Observation Applications

José Marcato Junior, Wesley Nunes Gonçalves, Lucas Prado Osco, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Evaluating Different Deep Learning Models for Automatic Water Segmentation

José Marcato Junior, Wesley Nunes Gonçalves, Anette Eltner, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data

José Marcato Junior, Miguel Borges, Lucas Prado Osco, 2021, Int. J. Appl. Earth Obs. Geoinformation.

A Building Roof Identification CNN Based on Interior-Edge-Adjacency Features Using Hyperspectral Imagery

José Marcato Junior, Wesley Nunes Gonçalves, Chengming Ye, 2021, Remote. Sens..

Deep Learning and Google Earth Engine Applied to Mapping Eucalyptus

José Marcato Junior, Wesley Nunes Gonçalves, João Otavio Nascimento Firigato, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

A hybrid deep convolutional neural network for accurate land cover classification

Saifullahi Aminu Bello, José Marcato Junior, Mingqiang Wei, 2021, Int. J. Appl. Earth Obs. Geoinformation.

Semantic Segmentation with Labeling Uncertainty and Class Imbalance pdf

José Marcato Junior, Wesley Nunes Gonçalves, Zhipeng Luo, 2021, Int. J. Appl. Earth Obs. Geoinformation.

Improving cover and management factor (C-factor) estimation using remote sensing approaches for tropical regions

José Marcato Junior, Dulce Buchala Bicca Rodrigues, Paulo Tarso Sanches de Oliveira, 2019, International Soil and Water Conservation Research.

EXPERIMENTAL ASSESSMENT OF TECHNIQUES FOR FISHEYE CAMERA CALIBRATION

Antonio Maria Garcia Tommaselli, José Marcato Junior, J. M. Junior, 2015 .