Generating Virtual Images from Oblique Frames. - Antonio M. G. Tommaselli; Mauricio Galo; Marcus V. A. de Moraes; José Marcato Jr.; Carlos R. T. Caldeira; Rodrigo F. Lopes (Remote. Sens., 2013)

Counting Cars from Aerial Videos Using Deep Learning. - Caio H. S. Polidoro; Wellington V. M. de Castro; José Marcato Junior; Geison Salgado Filho; Edson Takashi Matsubara (EPIA (1), 2019)

Asphalt Pothole Detection in UAV Images Using Convolutional Neural Networks. - Yuri V. Furusho Becker; Henrique Lopes Siqueira; Edson Takashi Matsubara; Wesley Nunes Gonçalves; José Marcato Junior (IGARSS, 2019)

Machine Learning Applied to Uav Imagery in Precision Agriculture and Forest Monitoring in Brazililian Savanah. - David Robledo Di Martini; Veraldo Liesenberg; Everton Castelão Tetila; José Marcato Junior; Edson Takashi Matsubara; Henrique Lopes Siqueira; Amaury Antônio de Castro Junior; Márcio Santos Araújo; Carlos Henrique Monteiro; Hemerson Pistori (IGARSS, 2019)

Image Segmentation and Classification with SLIC Superpixel and Convolutional Neural Network in Forest Context. - José Augusto Correa Martins; José Marcato Junior; Geazy Menezes; Hemerson Pistori; Diego Sant'Ana; Wesley Nunes Gonçalves (IGARSS, 2019)

The Impact of Ground Control Point Quantity on Area and Volume Measurements with UAV SFM Photogrammetry Applied in Open Pit Mines. - Henrique Lopes Siqueira; José Marcato Junior; Edson Takashi Matsubara; Anette Eltner; Reinaldo Almeida Colares; Fabio Martins Santos (IGARSS, 2019)

Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images. - 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 (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Estimating Pasture Biomass and Canopy Height in Brazilian Savanna Using UAV Photogrammetry. - Juliana Batistoti; José Marcato Junior; Luís Ítavo; Edson Takashi Matsubara; Eva Gomes; Bianca Oliveira; Maurício de Souza; Henrique Lopes Siqueira; Geison Salgado Filho; Thales Akiyama; Wesley Nunes Gonçalves; Veraldo Liesenberg; et al. (Remote. Sens., 2019)

Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks. - 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 001; et al. (Remote. Sens., 2019)

Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery. - 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 001; Veraldo Liesenberg; et al. (Remote. Sens., 2019)

Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs. - Anderson Aparecido dos Santos; José Marcato Junior; Márcio Santos Araújo; David Robledo Di Martini; Everton Castelao Tetila; Henrique Lopes Siqueira; Camila Aoki; Anette Eltner; Edson Takashi Matsubara; Hemerson Pistori; Raul Queiroz Feitosa; Veraldo Liesenberg; et al. (Sensors, 2019)

Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains. - Chengming Ye; Yao Li 013; Peng Cui 009; Li Liang; Saied Pirasteh; José Marcato Junior; Wesley Nunes Gonçalves; Jonathan Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices. - Ana Paula Marques Ramos; Lucas Prado Osco; Danielle Elis Garcia Furuya; Wesley Nunes Gonçalves; Dthenifer Cordeiro Santana; Larissa Pereira Ribeiro Teodoro; Carlos Antonio da Silva Junior; Guilherme Fernando Capristo-Silva; Jonathan Li 001; Fábio Henrique Rojo Baio; José Marcato Junior; Paulo Eduardo Teodoro; et al. (Comput. Electron. Agric., 2020)

A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery. - Lucas Prado Osco; Mauro dos Santos de Arruda; Diogo Nunes Gonçalves; Alexandre Dias; Juliana Batistoti; Maurício de Souza; Felipe David Georges Gomes; Ana Paula Marques Ramos; Lúcio André de Castro Jorge; Veraldo Liesenberg; Jonathan Li 001; Lingfei Ma; et al. (CoRR, 2020)

A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery. - Danielle Elis Garcia Furuya; João Alex Floriano Aguiar; Nayara V. Estrabis; Mayara Maezano Faita Pinheiro; Michelle Taís Garcia Furuya; Danillo Roberto Pereira; Wesley Nunes Gonçalves; Veraldo Liesenberg; Jonathan Li 001; José Marcato Junior; Lucas Prado Osco; Ana Paula Marques Ramos (Remote. Sens., 2020)

A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images. - 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 (Remote. Sens., 2020)

Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques. - Lucas Prado Osco; José Marcato Junior; Ana Paula Marques Ramos; Danielle Elis Garcia Furuya; Dthenifer Cordeiro Santana; Larissa Pereira Ribeiro Teodoro; Wesley Nunes Gonçalves; Fábio Henrique Rojo Baio; Hemerson Pistori; Carlos Antonio da Silva Junior; Paulo Eduardo Teodoro (Remote. Sens., 2020)

A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements. - 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 001; Lingfei Ma; et al. (Remote. Sens., 2020)

Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery. - Wellington V. M. de Castro; José Marcato Junior; Caio H. S. Polidoro; Lucas Prado Osco; Wesley Nunes Gonçalves; Lucas de Souza Rodrigues; Mateus Santos; Liana Jank; Sanzio Barrios; Cacilda Valle; Rosangela Simeão; Camilo Carromeu; et al. (Sensors, 2020)

Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method. - Matheus Gomes; Jonathan de Andrade Silva; Diogo Nunes Gonçalves; Pedro Zamboni; Jader Perez; Edson Antonio Batista; Ana Paula Marques Ramos; Lucas Prado Osco; Edson Takashi Matsubara; Jonathan Li 001; José Marcato Junior; Wesley Nunes Gonçalves (Sensors, 2020)

Storm-Drain and Manhole Detection Using the RetinaNet Method. - Anderson Aparecido dos Santos; José Marcato Junior; Jonathan de Andrade Silva; Rodrigo Pereira; Daniel Matos; Geazy Menezes; Leandro Higa; Anette Eltner; Ana Paula Marques Ramos; Lucas Prado Osco; Wesley Nunes Gonçalves (Sensors, 2020)

Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution UAV Optical Imagery. - Daliana Lobo Torres; Raul Queiroz Feitosa; Patrick Nigri Happ; Laura Elena Cue La Rosa; José Marcato Junior; José Augusto Correa Martins; Patrik Olã Bressan; Wesley Nunes Gonçalves; Veraldo Liesenberg (Sensors, 2020)

Characterization of MSS Channel Reflectance and Derived Spectral Indices for Building Consistent Landsat 1-5 Data Record. - Feng Chen 022; Qiancong Fan; Shenlong Lou; Limin Yang; Chenxing Wang; Martin Claverie; Cheng Wang 003; José Marcato Junior; Wesley Nunes Gonçalves; Jonathan Li 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Evaluating Different Deep Learning Models for Automatic Water Segmentation. - Thales Shoiti Akiyama; José Marcato Junior; Wesley Nunes Gonçalves; Mário de Araújo Carvalho; Anette Eltner (IGARSS, 2021)

Deep Learning and Google Earth Engine Applied to Mapping Eucalyptus. - João Otavio Nascimento Firigato; José Marcato Junior; Wesley Nunes Gonçalves; Vitor Matheus Bacani (IGARSS, 2021)

Integration of Photogrammetry and Deep Learning in Earth Observation Applications. - José Marcato Junior; Pedro Zamboni; Mariana Batista Campos; Ana Paula Marques Ramos; Lucas Prado Osco; Jonathan de Andrade Silva; Wesley Nunes Gonçalves; Jonathan Li 001 (IGARSS, 2021)

Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network. - José Augusto Correa Martins; Keiller Nogueira; Pedro Zamboni; Paulo Tarso Sanches de Oliveira; Wesley Nunes Gonçalves; Jefersson A. dos Santos; José Marcato Junior (IGARSS, 2021)

Retinanet Deep Learning-Based Approach to Detect Termite Mounds in Eucalyptus Forests. - Juan Sales; José Marcato Junior; Henrique Lopes Siqueira; Maurício de Souza; Edson Takashi Matsubara; Wesley Nunes Gonçalves (IGARSS, 2021)

Assessment of CNN-Based Methods for Single Tree Detection on High-Resolution RGB Images in Urban Areas. - Pedro Alberto Pereira ZamboniThgeThe; José Marcato Junior; Gabriela Takahashi Miyoshi; Jonathan de Andrade Silva; José Augusto Correa Martins; Wesley Nunes Gonçalves (IGARSS, 2021)

Fusion of Hyperspectral-Multispectral images joining Spatial-Spectral Dual-Dictionary and structured sparse Low-rank representation. - Nan Chen; Lichun Sui; Biao Zhang 001; Hongjie He; Kyle Gao; Yandong Li; José Marcato Junior; Jonathan Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data. - Danielle Elis Garcia Furuya; Lingfei Ma; Mayara Maezano Faita Pinheiro; Felipe David Georges Gomes; Wesley Nunes Gonçalvez; José Marcato Junior; Diego de Castro Rodrigues; Maria Carolina Blassioli-Moraes; Mirian Fernandes Furtado Michereff; Miguel Borges; Raúl Alberto Alaumann; Ednaldo José Ferreira; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2021)

A review on deep learning in UAV remote sensing. - Lucas Prado Osco; José Marcato Junior; Ana Paula Marques Ramos; Lúcio André de Castro Jorge; Sarah Narges Fatholahi; Jonathan de Andrade Silva; Edson Takashi Matsubara; Hemerson Pistori; Wesley Nunes Gonçalves; Jonathan Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

A hybrid deep convolutional neural network for accurate land cover classification. - Naftaly Wambugu; Yiping Chen; Zhenlong Xiao; Mingqiang Wei; Saifullahi Aminu Bello; José Marcato Junior; Jonathan Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

3D MSSD: A multilayer spatial structure 3D object detection network for mobile LiDAR point clouds. - Zongyue Wang; Qiming Xia; Jing Du 007; Shangfeng Huang; Jinhe Su; José Marcato Junior; Jonathan Li 001; Guorong Cai (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Average-DInSAR method for unstable escarpments detection induced by underground coal mining. - Xin Yao; Yiping Chen; Donglie Liu; Zhenkai Zhou; Veraldo Liesenberg; José Marcato Junior; Jonathan Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Airborne multispectral LiDAR point cloud classification with a feature Reasoning-based graph convolution network. - Peiran Zhao; Haiyan Guan; Dilong Li; Yongtao Yu; Hanyun Wang; Kyle Gao; José Marcato Junior; Jonathan Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

A Deep Learning Approach Based on Graphs to Detect Plantation Lines. - Diogo Nunes Gonçalves; Mauro dos Santos de Arruda; Hemerson Pistori; Vanessa Jordão Marcato Fernandes; Ana Paula Marques Ramos; Danielle Elis Garcia Furuya; Lucas Prado Osco; Hongjie He; Jonathan Li 001; José Marcato Junior; Wesley Nunes Gonçalves (CoRR, 2021)

Semantic Segmentation with Labeling Uncertainty and Class Imbalance. - Patrik Olã Bressan; José Marcato Junior; José Augusto Correa Martins; Diogo Nunes Gonçalves; Daniel Matte Freitas; Lucas Prado Osco; Jonathan de Andrade Silva; Zhipeng Luo; Jonathan Li 001; Raymundo Cordero Garcia; Wesley Nunes Gonçalves (CoRR, 2021)

Machine learning and SLIC for Tree Canopies segmentation in urban areas. - José Augusto Correa Martins; Geazy Menezes; Wesley Nunes Gonçalves; Diego André Sant'Ana; Lucas Prado Osco; Veraldo Liesenberg; Jonathan Li 001; Lingfei Ma; Paulo Tarso Sanches de Oliveira; Gilberto Astolfi; Hemerson Pistori; José Marcato Junior (Ecol. Informatics, 2021)

Accurate Prediction of Earthquake-Induced Landslides Based on Deep Learning Considering Landslide Source Area. - Yao Li 013; Peng Cui 009; Chengming Ye; José Marcato Junior; Zhengtao Zhang; Jian Guo; Jonathan Li 001 (Remote. Sens., 2021)

ATSS Deep Learning-Based Approach to Detect Apple Fruits. - Leonardo Josoé Biffi; Edson A. Mitishita; Veraldo Liesenberg; Anderson Aparecido dos Santos; Diogo Nunes Gonçalves; Nayara V. Estrabis; Jonathan de Andrade Silva; Lucas Prado Osco; Ana Paula Marques Ramos; Jorge Antonio Silva Centeno; Marcos Benedito Schimalski; Leo Rufato; et al. (Remote. Sens., 2021)

Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning. - José Augusto Correa Martins; Keiller Nogueira; Lucas Prado Osco; Felipe David Georges Gomes; Danielle Elis Garcia Furuya; Wesley Nunes Gonçalves; Diego André Sant'Ana; Ana Paula Marques Ramos; Veraldo Liesenberg; Jefersson Alex dos Santos; Paulo Tarso Sanches de Oliveira; José Marcato Junior (Remote. Sens., 2021)

Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data. - Paulo Eduardo Teodoro; Larissa Pereira Ribeiro Teodoro; Fábio Henrique Rojo Baio; Carlos Antonio da Silva Junior; Regimar Garcia dos Santos; Ana Paula Marques Ramos; Mayara Maezano Faita Pinheiro; Lucas Prado Osco; Wesley Nunes Gonçalves; Alexsandro Monteiro Carneiro; José Marcato Junior; Hemerson Pistori; et al. (Remote. Sens., 2021)

Deforestation Detection with Fully Convolutional Networks in the Amazon Forest from Landsat-8 and Sentinel-2 Images. - Daliana Lobo Torres; Javier Noa Turnes; Pedro Juan Soto Vega; Raul Queiroz Feitosa; Daniel E. Silva; José Marcato Junior; Cláudio Aparecido de Almeida (Remote. Sens., 2021)

A Building Roof Identification CNN Based on Interior-Edge-Adjacency Features Using Hyperspectral Imagery. - Chengming Ye; Hongfu Li; Chunming Li; Xin Liu; Yao Li 013; Jonathan Li 001; Wesley Nunes Gonçalves; José Marcato Junior (Remote. Sens., 2021)

Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images. - Pedro Zamboni; José Marcato Junior; Jonathan de Andrade Silva; Gabriela Takahashi Miyoshi; Edson Takashi Matsubara; Keiller Nogueira; Wesley Nunes Gonçalves (Remote. Sens., 2021)

Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing. - Gabriel Silva de Oliveira; José Marcato Junior; Caio H. S. Polidoro; Lucas Prado Osco; Henrique Lopes Siqueira; Lucas de Souza Rodrigues; Liana Jank; Sanzio Barrios; Cacilda Valle; Rosangela Simeão; Camilo Carromeu; Eloise Silveira; et al. (Sensors, 2021)

Single Satellite Imagery Superresolution Based on Hybrid Nonlocal Similarity Constrained Convolution Sparse Coding. - Nan Chen; Lichun Sui; Biao Zhang 001; Hongjie He; José Marcato Junior; Jonathan Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Identifying Building Rooftops in Hyperspectral Imagery Using CNN With Pure Pixel Index. - Yao Li 013; Chengming Ye; Yonggang Ge; José Marcato Junior; Wesley Nunes Gonçalves; Jonathan Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Capsule-Based Networks for Road Marking Extraction and Classification From Mobile LiDAR Point Clouds. - Lingfei Ma; Ying Li 036; Jonathan Li 001; Yongtao Yu; José Marcato Junior; Wesley Nunes Gonçalves; Michael A. Chapman (IEEE Trans. Intell. Transp. Syst., 2021)

Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping. - Patrik Olã Bressan; José Marcato Junior; José Augusto Correa Martins; Maximilian Jaderson de Melo; Diogo Nunes Gonçalves; Daniel Matte Freitas; Ana Paula Marques Ramos; Michelle Taís Garcia Furuya; Lucas Prado Osco; Jonathan de Andrade Silva; Zhipeng Luo; Raymundo Cordero Garcia; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2022)

A deep learning-based mobile application for tree species mapping in RGB images. - Mário de Araújo Carvalho; José Marcato Junior; José Augusto Correa Martins; Pedro Zamboni; Celso Soares Costa; Henrique Lopes Siqueira; Márcio Santos Araújo; Diogo Nunes Gonçalves; Danielle Elis Garcia Furuya; Lucas Prado Osco; Ana Paula Marques Ramos; Jonathan Li 001; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Road extraction in remote sensing data: A survey. - Ziyi Chen 001; Liai Deng; Yuhua Luo; Dilong Li; José Marcato Junior; Wesley Nunes Gonçalves; Abdul Awal Md Nurunnabi; Jonathan Li 001; Cheng Wang 003; Deren Li (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Road marking extraction in UAV imagery using attentive capsule feature pyramid network. - Haiyan Guan; Xiangda Lei; Yongtao Yu; Haohao Zhao; Daifeng Peng; José Marcato Junior; Jonathan Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Line-based deep learning method for tree branch detection from digital images. - Rodrigo Silva; José Marcato Junior; Laisa Almeida; Diogo Nunes Gonçalves; Pedro Zamboni; Vanessa Fernandes; Jonathan de Andrade Silva; Edson Takashi Matsubara; Edson Antonio Batista; Lingfei Ma; Jonathan Li 001; Wesley Nunes Gonçalves (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection. - Alessandro dos Santos Ferreira; José Marcato Junior; Hemerson Pistori; Farid Melgani; Wesley Nunes Gonçalves (Comput. Electron. Agric., 2022)

Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network. - Maximilian Jaderson de Melo; Diogo Nunes Gonçalves; Marina de Nadai Bonin Gomes; Gedson Faria; Jonathan de Andrade Silva; Ana Paula Marques Ramos; Lucas Prado Osco; Michelle Taís Garcia Furuya; José Marcato Junior; Wesley Nunes Gonçalves (Comput. Electron. Agric., 2022)

Counting and locating high-density objects using convolutional neural network. - Mauro dos Santos de Arruda; Lucas Prado Osco; Plabiany Rodrigo Acosta; Diogo Nunes Gonçalves; José Marcato Junior; Ana Paula Marques Ramos; Edson Takashi Matsubara; Zhipeng Luo; Jonathan Li 001; Jonathan de Andrade Silva; Wesley Nunes Gonçalves (Expert Syst. Appl., 2022)

Building Instance Extraction Method Based on Improved Hybrid Task Cascade. - Xiaoxue Liu; Yiping Chen; Mingqiang Wei; Cheng Wang 003; Wesley Nunes Gonçalves; José Marcato Junior; Jonathan Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

A Supervoxel Approach to Road Boundary Enhancement From 3-D LiDAR Point Clouds. - Zhengchuan Sha; Yiping Chen; Yangbin Lin; Cheng Wang 003; José Marcato Junior; Jonathan Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Active Fire Mapping on Brazilian Pantanal Based on Deep Learning and CBERS 04A Imagery. - Leandro Higa; José Marcato Junior; Thiago R. Rodrigues; Pedro Zamboni; Rodrigo Silva; Laisa Almeida; Veraldo Liesenberg; Fábio Roque; Renata Libonati; Wesley Nunes Gonçalves; Jonathan de Andrade Silva (Remote. Sens., 2022)

Deep Learning Regression Approaches Applied to Estimate Tillering in Tropical Forages Using Mobile Phone Images. - Luiz Santos; José Marcato Junior; Pedro Zamboni; Mateus Santos; Liana Jank; Edilene Campos; Edson Takashi Matsubara (Sensors, 2022)

Intracity Temperature Estimation by Physics Informed Neural Network Using Modeled Forcing Meteorology and Multispectral Satellite Imagery. - Donghang Wu; Weiquan Liu; Bowen Fang; Linwei Chen; Yu Zang; Lei Zhao; Shenlong Wang; Cheng Wang 003; José Marcato Junior; Jonathan Li 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

GCN-Based Pavement Crack Detection Using Mobile LiDAR Point Clouds. - Huifang Feng 002; Wen Li 005; Zhipeng Luo; Yiping Chen; Sarah Narges Fatholahi; Ming Cheng 002; Cheng Wang 003; José Marcato Junior; Jonathan Li 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Rapid Extraction of Urban Road Guardrails From Mobile LiDAR Point Clouds. - Jianlan Gao; Yiping Chen; José Marcato Junior; Cheng Wang 003; Jonathan Li 001 (IEEE Trans. Intell. Transp. Syst., 2022)

BoundaryNet: Extraction and Completion of Road Boundaries With Deep Learning Using Mobile Laser Scanning Point Clouds and Satellite Imagery. - Lingfei Ma; Ying Li 036; Jonathan Li 001; José Marcato Junior; Wesley Nunes Gonçalves; Michael A. Chapman (IEEE Trans. Intell. Transp. Syst., 2022)

Robust Lane Extraction From MLS Point Clouds Towards HD Maps Especially in Curve Road. - Chengming Ye; He Zhao 007; Lingfei Ma; Han Jiang 005; Hongfu Li; Ruisheng Wang 001; Michael A. Chapman; José Marcato Junior; Jonathan Li 001 (IEEE Trans. Intell. Transp. Syst., 2022)

3D Vehicle Detection Using Multi-Level Fusion From Point Clouds and Images. - Kun Zhao; Lingfei Ma; Yu Meng; Li Liu; Junbo Wang; José Marcato Junior; Wesley Nunes Gonçalves; Jonathan Li 001 (IEEE Trans. Intell. Transp. Syst., 2022)

MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. - Diogo Nunes Gonçalves; José Marcato Jr.; Pedro Zamboni; Hemerson Pistori; Jonathan Li 001; Keiller Nogueira; Wesley Nunes Gonçalves (CVPR Workshops, 2023)

Robust Image Captioning with Post-Generation Ensemble Method. - Riccardo Ricci; Farid Melgani; José Marcato Junior; Wesley Nunes Gonçalves (IGARSS, 2023)

A Click-Based Interactive Segmentation Network for Point Clouds. - Wentao Sun; Zhipeng Luo; Yiping Chen; Huxiong Li; José Marcato Junior; Wesley Nunes Gonçalves; Jonathan Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Weakly Supervised Few-Shot Segmentation via Meta-Learning. - Pedro H. T. Gama; Hugo N. Oliveira 001; José Marcato Junior; Jefersson A. dos Santos (IEEE Trans. Multim., 2023)

Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery. - Diogo Nunes Gonçalves; José Marcato Junior; André Caceres Carrilho; Plabiany Rodrigo Acosta; Ana Paula Marques Ramos; Felipe David Georges Gomes; Lucas Prado Osco; Maxwell da Rosa Oliveira; José Augusto Correa Martins; Geraldo Alves Damasceno Júnior; Márcio Santos Araújo; Jonathan Li 001; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2023)

3D building model generation from MLS point cloud and 3D mesh using multi-source data fusion. - Weiquan Liu; Yu Zang; Zhangyue Xiong; Xuesheng Bian; Chenglu Wen; Xiaolei Lu; Cheng Wang 003; José Marcato Junior; Wesley Nunes Gonçalves; Jonathan Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

The Potential of Visual ChatGPT for Remote Sensing. - Lucas Prado Osco; Eduardo Lopes de Lemos; Wesley Nunes Gonçalves; Ana Paula Marques Ramos; José Marcato Junior (Remote. Sens., 2023)

Deep4Fusion: A Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits. - Lucas de Souza Rodrigues; Edmar Caixeta Filho; Kenzo Miranda Sakiyama; Mateus Figueiredo Santos; Liana Jank; Camilo Carromeu; Eloise Silveira; Edson Takashi Matsubara; José Marcato Junior; Wesley Nunes Gonçalves (Comput. Electron. Agric., 2023)

The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot. - Lucas Prado Osco; Qiusheng Wu; Eduardo Lopes de Lemos; Wesley Nunes Gonçalves; Ana Paula Marques Ramos; Jonathan Li 001; José Marcato Junior (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation. - Keiller Nogueira; Mayara Maezano Faita Pinheiro; Ana Paula Marques Ramos; Wesley Nunes Gonçalves; José Marcato Junior; Jefersson A. dos Santos (WACV, 2024)

NLP-Based Fusion Approach to Robust Image Captioning. - Riccardo Ricci; Farid Melgani; José Marcato Junior; Wesley Nunes Gonçalves (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

A Seamless Deep Learning Approach for Apple Detection, Depth Estimation, and Tracking Using YOLO Models Enhanced by Multi-Head Attention Mechanism. - Praveen Kumar Sekharamantry; Farid Melgani; Jonni Malacarne; Riccardo Ricci; Rodrigo Silva; José Marcato Junior (Comput., 2024)

Crack-U2Net: Multiscale Feature Learning Network for Pavement Crack Detection From Large-Scale MLS Point Clouds. - Huifang Feng 002; Wen Li 005; Lingfei Ma; Yiping Chen; Haiyan Guan; Yongtao Yu; José Marcato Junior; Jonathan Li 001 (IEEE Trans. Intell. Transp. Syst., 2024)

MTCloud: Multi-type convolutional linkage network for point cloud instance segmentation. - Jing Du 007; Guorong Cai; Zongyue Wang; Jinhe Su; Min Huang 004; John S. Zelek; José Marcato Jr.; Jonathan Li 001 (Expert Syst. Appl., 2025)

Castor Beans Identification in Sugarcane Plantations Using Active Learning. - Juan Carlos Conceiçao de Lima Sales; Mário de Araújo Carvalho; José Marcato Junior; Wesley Nunes Gonçalves (RITA, 2025)

CityInsight: Incorporating Dual-Condition-Based Diffusion Model Into Building Footprint Segmentation From Remote Sensing Imagery. - Ting Han 001; Jin Ma; Chaolei Wang; Yang Luo; Hongchao Fan; José Marcato Jr.; Xinchang Zhang 002; Yiping Chen (IEEE Trans. Geosci. Remote. Sens., 2025)

Data Augmentation and Resolution Enhancement using GANs and Diffusion Models for Tree Segmentation. - Alessandro dos Santos Ferreira; Ana Paula Marques Ramos; José Marcato Junior; Wesley Nunes Gonçalves (CoRR, 2025)