Wrapper Approach to Select a Subset of Color Components for Image Segmentation with Photometric Variations. - Lúcio André de Castro Jorge; Henrique de Souza Ruiz; Ednaldo J. Ferreira; Adilson Gonzaga (SIBGRAPI, 2007)

Ridge Linking Using an Adaptive Oriented Mask Applied to Plant Root Images with Thin Structures. - Talita Perciano; Roberto Hirata Jr.; Lúcio André de Castro Jorge (CIARP, 2010)

Parameter Estimation for Ridge Detection in Images with Thin Structures. - Talita Perciano; Roberto Hirata Jr.; Lúcio André de Castro Jorge (CIARP, 2010)

Pattern recognition for insect behavior by wrapper approach to subset selection of wavelet-multifractal attributes. - Lúcio André de Castro Jorge; Valentin Obac Roda; Adolfo Nicolas Posadas Durand (ICSIPA, 2011)

Embedded mosaic generation using aerial images. - Vitor Guizilini; Daniel Sales; Miguel Lahoud; Lúcio André de Castro Jorge (LARS/SBR, 2017)

Approach based on SPEA2-band selection and Random Forest classifier to generate thematic maps from hyperspectral images. - Diego Saqui; José Hiroki Saito; Daniel Caio de Lima; Lúcio A. C. Jorge; Steve Ataky (AMCIS, 2019)

Estimating Agriculture NIR Images from Aerial RGB Data. - Daniel Caio de Lima; Diego Saqui; Steve Ataky; Lúcio A. C. Jorge; Ednaldo José Ferreira; José Hiroki Saito (ICCS (1), 2019)

NSGA2-based method for band selection for supervised segmentation in hyperspectral imaging. - Diego Saqui; José Hiroki Saito; Daniel Caio de Lima; Lúcio A. C. Jorge; Ednaldo J. Ferreira; Steve T. M. Ataky; Francisco Fambrini (SMC, 2019)

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 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)

Aboveground Biomass Estimation in Amazonian Tropical Forests: a Comparison of Aircraft- and GatorEye UAV-borne LiDAR Data in the Chico Mendes Extractive Reserve in Acre, Brazil. - Marcus V. N. d'Oliveira; Eben Broadbent; Luis C. Oliveira; Danilo Roberti Alves de Almeida; Daniel de Almeida Papa; Manuel Eduardo Ferreira; Angelica M. Almeyda Zambrano; Carlos Alberto Silva; Felipe Spina Avino; Gabriel Atticciati Prata; Ricardo A. Mello; Evandro O. Figueiredo; 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)

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)

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)

Framework for Biological Control with Unmanned Aerial Vehicles. - Bruno S. da Silva 001; Taua M. Cabreira; Bruno José Olivieri de Souza; Nicholas R. Matias; Ricardo A. O. Machado; Lúcio André de Castro Jorge; Paulo Roberto Ferreira Jr. (LARS/SBR/WRE, 2022)

Coverage Path Planning Strategies for Low-Cost UAVs in Biological Control in Large Areas. - Bruno Siqueira da Silva; Lian Lago Silva; Tauã Milech Cabreira; Paulo R. Ferreira Jr.; Lisane B. de Brisolara; Lúcio A. C. Jorge; Nicholas R. Matias; Ricardo A. O. Machado (SBR/WRE, 2025)

Explainability and privacy in AI-enabled crop monitoring: Trends and future directions in soybean research. - Jayme Garcia Arnal Barbedo; Marcelo Santos da Silva; Mirela Teixeira Cazzolato; Lucas Pascotti Valem; Renato Tinós; Roseli Aparecida Francelin Romero; Luiz Otávio Murta; Adriano de Jesus Holanda; Joaquim Cezar Felipe; José Baldin Pinheiro; José Tiago Barroso Chagas; Roberto Fray da Silva; et al. (Comput. Electron. Agric., 2026)