Wesley Nunes Gonçalves

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 82

Top Venues

CoRR

Remote. Sens.

IGARSS

Int. J. Appl. Earth Obs. Geoinformation

Publications

Riccardo Ricci, Farid Melgani, José Marcato Junior, Wesley Nunes Gonçalves
NLP-Based Fusion Approach to Robust Image Captioning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Keiller Nogueira, Mayara Maezano Faita Pinheiro, Ana Paula Marques Ramos, Wesley Nunes Gonçalves, José Marcato Junior, Jefersson A. dos Santos
Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation. WACV (2024)
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
Deep4Fusion: A Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits. Comput. Electron. Agric. 211 (2023)
Lucas Prado Osco, Eduardo Lopes de Lemos, Wesley Nunes Gonçalves, Ana Paula Marques Ramos, José Marcato Junior
The Potential of Visual ChatGPT For Remote Sensing. CoRR (2023)
Leonardo F. S. Scabini, Kallil M. C. Zielinski, Lucas Correia Ribas, Wesley Nunes Gonçalves, Bernard De Baets, Odemir M. Bruno
RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps. CoRR (2023)
Riccardo Ricci, Farid Melgani, José Marcato Junior, Wesley Nunes Gonçalves
Robust Image Captioning with Post-Generation Ensemble Method. IGARSS (2023)
Lucas Prado Osco, Qiusheng Wu, Eduardo Lopes de Lemos, Wesley Nunes Gonçalves, Ana Paula Marques Ramos, Jonathan Li, José Marcato Junior
The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One Shot. CoRR (2023)
Andre Quintiliano Bezerra Silva, Wesley Nunes Gonçalves, Edson Takashi Matsubara
DESCINet: A hierarchical deep convolutional neural network with skip connection for long time series forecasting. Expert Syst. Appl. 228 (2023)
Lucas Prado Osco, Eduardo Lopes de Lemos, Wesley Nunes Gonçalves, Ana Paula Marques Ramos, José Marcato Junior
The Potential of Visual ChatGPT for Remote Sensing. Remote. Sens. 15 (13) (2023)
Leonardo F. S. Scabini, Kallil M. C. Zielinski, Lucas Correia Ribas, Wesley Nunes Gonçalves, Bernard De Baets, Odemir M. Bruno
RADAM: Texture recognition through randomized aggregated encoding of deep activation maps. Pattern Recognit. 143 (2023)
Diogo Nunes Gonçalves, José Marcato Junior, Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CoRR (2023)
Lucas Prado Osco, Qiusheng Wu, Eduardo Lopes de Lemos, Wesley Nunes Gonçalves, Ana Paula Marques Ramos, Jonathan Li, José Marcato Junior
The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot. Int. J. Appl. Earth Obs. Geoinformation 124 (2023)
Diogo Nunes Gonçalves, José Marcato Jr., Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CVPR Workshops (2023)
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, Fábio Roque, Leonardo de Faria Peres, Wesley Nunes Gonçalves, Renata Libonati
Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Weiquan Liu, Yu Zang, Zhangyue Xiong, Xuesheng Bian, Chenglu Wen, Xiaolei Lu, Cheng Wang, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li
3D building model generation from MLS point cloud and 3D mesh using multi-source data fusion. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Rodrigo Silva, José Marcato Junior, Laisa Almeida, Diogo Nunes Gonçalves, Pedro Zamboni, Vanessa Fernandes, Jonathan de Andrade Silva, Edson Takashi Matsubara, Edson Batista, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves
Line-based deep learning method for tree branch detection from digital images. Int. J. Appl. Earth Obs. Geoinformation 110 (2022)
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, Jonathan de Andrade Silva, Wesley Nunes Gonçalves
Counting and locating high-density objects using convolutional neural network. Expert Syst. Appl. 195 (2022)
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, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves
Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping. Int. J. Appl. Earth Obs. Geoinformation 108 (2022)
Xiaoxue Liu, Yiping Chen, Mingqiang Wei, Cheng Wang, Wesley Nunes Gonçalves, José Marcato Junior, Jonathan Li
Building Instance Extraction Method Based on Improved Hybrid Task Cascade. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Alessandro dos Santos Ferreira, José Marcato Junior, Hemerson Pistori, Farid Melgani, Wesley Nunes Gonçalves
Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection. Comput. Electron. Agric. 203 (2022)
Lingfei Ma, Ying Li, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves, Michael A. Chapman
BoundaryNet: Extraction and Completion of Road Boundaries With Deep Learning Using Mobile Laser Scanning Point Clouds and Satellite Imagery. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Ziyi Chen, Liai Deng, Yuhua Luo, Dilong Li, José Marcato Junior, Wesley Nunes Gonçalves, Abdul Awal Md Nurunnabi, Jonathan Li, Cheng Wang, Deren Li
Road extraction in remote sensing data: A survey. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
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, Amaury Antônio de Castro Junior, Wesley Nunes Gonçalves
A deep learning-based mobile application for tree species mapping in RGB images. Int. J. Appl. Earth Obs. Geoinformation 114 (2022)
Kun Zhao, Lingfei Ma, Yu Meng, Li Liu, Junbo Wang, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li
3D Vehicle Detection Using Multi-Level Fusion From Point Clouds and Images. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
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
Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network. Comput. Electron. Agric. 195 (2022)
Leandro Higa, José Marcato Junior, Thiago Rodrigues, Pedro Zamboni, Rodrigo Silva, Laisa Almeida, Veraldo Liesenberg, Fábio Roque, Renata Libonati, Wesley Nunes Gonçalves, Jonathan de Andrade Silva
Active Fire Mapping on Brazilian Pantanal Based on Deep Learning and CBERS 04A Imagery. Remote. Sens. 14 (3) (2022)
José Augusto Correa Martins, Keiller Nogueira, Pedro Zamboni, Paulo Tarso Sanches de Oliveira, Wesley Nunes Gonçalves, Jefersson A. dos Santos, José Lopes Marcato
Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network. IGARSS (2021)
João Otavio Nascimento Firigato, José Marcato Junior, Wesley Nunes Gonçalves, Vitor Matheus Bacani
Deep Learning and Google Earth Engine Applied to Mapping Eucalyptus. IGARSS (2021)
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, Luciano Shozo Shiratsuchi
Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data. Remote. Sens. 13 (22) (2021)
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
A review on deep learning in UAV remote sensing. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
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, Jonathan de Andrade Silva, Wesley Nunes Gonçalves
Counting and Locating High-Density Objects Using Convolutional Neural Network. CoRR (2021)
Pedro Alberto Pereira ZamboniThgeThe, José Lopes Marcato, Gabriela Takahashi Miyoshi, Jonathan de Andrade Silva, José Augusto Correa Martins, Wesley Nunes Gonçalves
Assessment of CNN-Based Methods for Single Tree Detection on High-Resolution RGB Images in Urban Areas. IGARSS (2021)
Chengming Ye, Hongfu Li, Chunming Li, Xin Liu, Yao Li, Jonathan Li, Wesley Nunes Gonçalves, José Marcato Junior
A Building Roof Identification CNN Based on Interior-Edge-Adjacency Features Using Hyperspectral Imagery. Remote. Sens. 13 (15) (2021)
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, Sílvio Luís Rafaeli Neto, José Marcato Junior, Wesley Nunes Gonçalves
ATSS Deep Learning-Based Approach to Detect Apple Fruits. Remote. Sens. 13 (1) (2021)
Pedro Zamboni, José Marcato Junior, Jonathan de Andrade Silva, Gabriela Takahashi Miyoshi, Edson Takashi Matsubara, Keiller Nogueira, Wesley Nunes Gonçalves
Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images. Remote. Sens. 13 (13) (2021)
Thales Shoiti Akiyama, José Marcato Junior, Wesley Nunes Gonçalves, Mário de Araújo Carvalho, Anette Eltner
Evaluating Different Deep Learning Models for Automatic Water Segmentation. IGARSS (2021)
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
Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning. Remote. Sens. 13 (16) (2021)
José Marcato Junior, Pedro Zamboni, Mariana Campos, Ana Paula Marques Ramos, Lucas Prado Osco, Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Jonathan Li
Integration of Photogrammetry and Deep Learning in Earth Observation Applications. IGARSS (2021)
Juan Sales, José Marcato Junior, Henrique Lopes Siqueira, Maurício de Souza, Edson Takashi Matsubara, Wesley Nunes Gonçalves
Retinanet Deep Learning-Based Approach to Detect Termite Mounds in Eucalyptus Forests. IGARSS (2021)
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, Raymundo Cordero Garcia, Wesley Nunes Gonçalves
Semantic Segmentation with Labeling Uncertainty and Class Imbalance. CoRR (2021)
José Augusto Correa Martins, Geazy Menezes, Wesley Nunes Gonçalves, Diego André Sant'Ana, Lucas Prado Osco, Veraldo Liesenberg, Jonathan Li, Lingfei Ma, Paulo Tarso Sanches de Oliveira, Gilberto Astolfi, Hemerson Pistori, José Marcato Junior
Machine learning and SLIC for Tree Canopies segmentation in urban areas. Ecol. Informatics 66 (2021)
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
A Review on Deep Learning in UAV Remote Sensing. CoRR (2021)
Lingfei Ma, Ying Li, Jonathan Li, Yongtao Yu, José Marcato Junior, Wesley Nunes Gonçalves, Michael A. Chapman
Capsule-Based Networks for Road Marking Extraction and Classification From Mobile LiDAR Point Clouds. IEEE Trans. Intell. Transp. Syst. 22 (4) (2021)
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, Lúcio André de Castro Jorge, Wesley Nunes Gonçalves, Mateus Santos, Edson Takashi Matsubara
Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing. Sensors 21 (12) (2021)
Yao Li, Chengming Ye, Yonggang Ge, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li
Identifying Building Rooftops in Hyperspectral Imagery Using CNN With Pure Pixel Index. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
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, José Marcato Junior, Wesley Nunes Gonçalves
A Deep Learning Approach Based on Graphs to Detect Plantation Lines. CoRR (2021)
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, Fábio Henrique Rojo Baio, José Marcato Junior, Paulo Eduardo Teodoro, Hemerson Pistori
A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices. Comput. Electron. Agric. 178 (2020)
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, Eloise Silveira, Lúcio André de Castro Jorge, Edson Takashi Matsubara
Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery. Sensors 20 (17) (2020)
Matheus Gomes, Jonathan de Andrade Silva, Diogo Nunes Gonçalves, Pedro Zamboni, Jader Perez, Edson Batista, Ana Paula Marques Ramos, Lucas Prado Osco, Edson Takashi Matsubara, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves
Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method. Sensors 20 (21) (2020)
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, Lingfei Ma, José Marcato Junior, Wesley Nunes Gonçalves
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery. CoRR (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)
Sávio Vinícius Albieri Barone Cantero, Diogo Nunes Gonçalves, Leonardo F. S. Scabini, Wesley Nunes Gonçalves
Importance of Vertices in Complex Networks Applied to Texture Analysis. IEEE Trans. Cybern. 50 (2) (2020)
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
Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques. Remote. Sens. 12 (19) (2020)
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
Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution UAV Optical Imagery. Sensors 20 (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)
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, José Marcato Junior, Lucas Prado Osco, Ana Paula Marques Ramos
A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery. Remote. Sens. 12 (24) (2020)
Feng Chen, Qiancong Fan, Shenlong Lou, Limin Yang, Chenxing Wang, Martin Claverie, Cheng Wang, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li
Characterization of MSS Channel Reflectance and Derived Spectral Indices for Building Consistent Landsat 1-5 Data Record. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
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
Storm-Drain and Manhole Detection Using the RetinaNet Method. Sensors 20 (16) (2020)
Anderson Aparecido dos Santos, Wesley Nunes Gonçalves
Improving Pantanal fish species recognition through taxonomic ranks in convolutional neural networks. Ecol. Informatics 53 (2019)
Chengming Ye, Yao Li, Peng Cui, Li Liang, Saied Pirasteh, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li
Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (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 Correia Ribas, Wesley Nunes Gonçalves, Odemir M. Bruno
Dynamic texture analysis with diffusion in networks. Digit. Signal Process. 92 (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)
Lucas Abreu da Silva, Patrik Olã Bressan, Diogo Nunes Gonçalves, Daniel Matte Freitas, Bruno Brandoli Machado, Wesley Nunes Gonçalves
Estimating soybean leaf defoliation using convolutional neural networks and synthetic images. Comput. Electron. Agric. 156 (2019)
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, Jonathan Li, Alexandre Dias
Estimating Pasture Biomass and Canopy Height in Brazilian Savanna Using UAV Photogrammetry. Remote. Sens. 11 (20) (2019)
Leonardo F. S. Scabini, Rayner H. Montes Condori, Wesley Nunes Gonçalves, Odemir M. Bruno
Multilayer complex network descriptors for color-texture characterization. Inf. Sci. 491 (2019)
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, Wesley Nunes Gonçalves
Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs. Sensors 19 (16) (2019)
José Augusto Correa Martins, José Marcato Junior, Geazy Menezes, Hemerson Pistori, Diego Sant'Ana, Wesley Nunes Gonçalves
Image Segmentation and Classification with SLIC Superpixel and Convolutional Neural Network in Forest Context. IGARSS (2019)
Yuri V. Furusho Becker, Henrique Lopes Siqueira, Edson Takashi Matsubara, Wesley Nunes Gonçalves, José Marcato Junior
Asphalt Pothole Detection in UAV Images Using Convolutional Neural Networks. IGARSS (2019)
Lucas Correia Ribas, Diogo Nunes Gonçalves, Jonathan de Andrade Silva, Amaury Antônio de Castro Jr., Odemir Martinez Bruno, Wesley Nunes Gonçalves
Fractal dimension of bag-of-visual words. Pattern Anal. Appl. 22 (1) (2019)
Leonardo F. S. Scabini, Rayner H. Montes Condori, Wesley Nunes Gonçalves, Odemir M. Bruno
Multilayer Complex Network Descriptors for Color-Texture Characterization. CoRR (2018)
Mauro dos Santos de Arruda, Gabriel Spadon, José F. Rodrigues Jr., Wesley Nunes Gonçalves, Bruno Brandoli Machado
Recognition of Endangered Pantanal Animal Species using Deep Learning Methods. IJCNN (2018)
Lucas Correia Ribas, Wesley Nunes Gonçalves, Odemir M. Bruno
Dynamic texture analysis with diffusion in networks. CoRR (2018)
Bruno Brandoli Machado, Gabriel Spadon, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.
A smartphone application to measure the quality of pest control spraying machines via image analysis. SAC (2018)
Bruno Brandoli Machado, Gabriel Spadon, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.
A smartphone application to measure the quality of pest control spraying machines via image analysis. CoRR (2017)
Leonardo F. S. Scabini, Danilo O. Fistarol, Sávio Vinícius Albieri Barone Cantero, Wesley Nunes Gonçalves, Bruno Brandoli Machado, José F. Rodrigues Jr.
Angular descriptors of complex networks: A novel approach for boundary shape analysis. Expert Syst. Appl. 89 (2017)
Bruno Brandoli Machado, Jonatan Patrick Oruê, Mauro S. Arruda, Cleidimar Santos, Diogo Sarath, Wesley Nunes Gonçalves, Gercina Gonçalves da Silva, Hemerson Pistori, Antonia Railda Roel, José F. Rodrigues Jr.
BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivory. Comput. Electron. Agric. 129 (2016)
Bruno Brandoli Machado, Jonatan Patrick Oruê, Mauro S. Arruda, Cleidimar Santos, Diogo Sarath, Wesley Nunes Gonçalves, Gercina Gonçalves da Silva, Hemerson Pistori, Antonia Railda Roel, José F. Rodrigues Jr.
BioLeaf: a professional mobile application to measure foliar damage caused by insect herbivory. CoRR (2016)
Lucas Correia Ribas, Wesley Nunes Gonçalves, Odemir Martinez Bruno
Texture analysis using deterministic partially self-avoiding walk with thresholds. CoRR (2016)
Rillian Diello Lucas Pires, Diogo Nunes Gonçalves, Jonatan Patrick Margarido Oruê, Wesley Eiji Sanches Kanashiro, José F. Rodrigues Jr., Bruno Brandoli Machado, Wesley Nunes Gonçalves
Local descriptors for soybean disease recognition. Comput. Electron. Agric. 125 (2016)
Wesley Nunes Gonçalves, Núbia Rosa da Silva, Luciano da Fontoura Costa, Odemir Martinez Bruno
Texture recognition based on diffusion in networks. Inf. Sci. (2016)
Jonatan Patrick Margarido Oruê, Wesley Nunes Gonçalves
Face recognition using activities of directed graphs in spatial pyramid. ICPR (2016)
Junior Silva Souza, Hemerson Pistori, Marney Pascoli Cereda, Wesley Nunes Gonçalves, Valguima Victoria Viana Aguiar Odakura
Identificação de Viabilidade de Leveduras Com Corante Vital Utilizando Histogramas de Palavras Visuais em Imagens Coloridas. RITA 22 (2) (2015)
Leonardo F. S. Scabini, Wesley Nunes Gonçalves, Amaury Antônio de Castro Junior
Texture Analysis by Bag-Of-Visual-Words of Complex Networks. CIARP (2015)
Wesley Nunes Gonçalves, Bruno Brandoli Machado, Odemir Martinez Bruno
A complex network approach for dynamic texture recognition. Neurocomputing 153 (2015)
Lucas Correia Ribas, Diogo Nunes Gonçalves, Jonatan Patrick Margarido Oruê, Wesley Nunes Gonçalves
Fractal dimension of maximum response filters applied to texture analysis. Pattern Recognit. Lett. 65 (2015)
Rodrigo de Carvalho Gomes, Lucas Correia Ribas, Amaury Antônio de Castro Junior, Wesley Nunes Gonçalves
CPPP/UFMS at ImageCLEF 2014: Robot Vision Task. CLEF (Working Notes) (2014)
Ricardo Fabbri, Ivan N. Bastos, Francisco Duarte Moura Neto, Francisco J. P. Lopes, Wesley Nunes Gonçalves, Odemir Martinez Bruno
Multi-q Pattern Classification of Polarization Curves CoRR (2013)
Wesley Nunes Gonçalves, Odemir Martinez Bruno
Combining fractal and deterministic walkers for texture analysis and classification. Pattern Recognit. 46 (11) (2013)
Wesley Nunes Gonçalves, Odemir Martinez Bruno
Dynamic texture analysis and segmentation using deterministic partially self-avoiding walks. Expert Syst. Appl. 40 (11) (2013)
Wesley Nunes Gonçalves, Odemir Martinez Bruno
Dynamic texture segmentation based on deterministic partially self-avoiding walks. Comput. Vis. Image Underst. 117 (9) (2013)
Wesley Nunes Gonçalves, Bruno Brandoli Machado, Odemir Martinez Bruno
Texture descriptor combining fractal dimension and artificial crawlers. CoRR (2013)
Bruno Brandoli Machado, Wesley Nunes Gonçalves, Odemir Martinez Bruno
Material quality assessment of silk nanofibers based on swarm intelligence CoRR (2013)
Wesley Nunes Gonçalves, Odemir Martinez Bruno
Automatic system for counting cells with elliptical shape CoRR (2012)
Bruno Brandoli Machado, Wesley Nunes Gonçalves, Odemir Martinez Bruno
Image decomposition with anisotropic diffusion applied to leaf-texture analysis CoRR (2012)
Dalcimar Casanova, João Batista Florindo, Wesley Nunes Gonçalves, Odemir Martinez Bruno
IFSC/USP at ImageCLEF 2012: Plant Identification Task. CLEF (Online Working Notes/Labs/Workshop) (2012)
Wesley Nunes Gonçalves, Bruno Brandoli Machado, Odemir Martinez Bruno
Spatiotemporal Gabor filters: a new method for dynamic texture recognition CoRR (2012)
Wesley Nunes Gonçalves, André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno
Texture descriptor based on partially self-avoiding deterministic walker on networks. Expert Syst. Appl. 39 (15) (2012)
Wesley Nunes Gonçalves, Odemir Martinez Bruno
Dynamic Texture Analysis and Classification Using Deterministic Partially Self-avoiding Walks. ACIVS (2011)
Wesley Nunes Gonçalves, Alexandre Souto Martinez, Odemir Martinez Bruno
Complex network classification using partially self-avoiding deterministic walks CoRR (2011)

Wesley Nunes Gonçalves.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Wesley Nunes Gonçalves