Lucas Prado Osco - Publications, H-index & Citations

Lucas Prado Osco

University of Western Sao Paulo

26H指数

138论文数

2.6K被引数

收录论文 26

发表时间

A Machine Learning Framework for Classifying Thermal Stress in Bean Plants Using Hyperspectral Data 基于高光谱数据对豆类植物热应力进行分类的机器学习框架

AgriEngineering 2025, Vol. 7, Page 376

IF3

2025-11-07

OAAI

Lucas Prado Osco; Érika Akemi Saito Moriya; Bruna Coelho de Lima; Ana Paula Marques Ramos; José Marcato Júnior; Wesley Nunes Gonçalves; Lúcio André de Castro Jorge; Veraldo Liesenberg; Jonathan Li; Ademir Sérgio Ferreira de Araújo; Nilton Nobuhiro Imai; Fábio Fernando de Araújo

RETRACTED: A deep learning approach based on graphs to detect plantation lines (Retracted Article)

HELIYON

IF3.6

2024-06-01

OAAI

Goncalves, Diogo Nunes; Marcato Junior, Jose; de Arruda, Mauro dos Santos; Fernandes, Vanessa Jordao Marcato; Ramos, Ana Paula Marques; Furuya, Danielle Elis Garcia; Osco, Lucas Prado; He, Hongjie; Jorge, Lucio Andre de Castro; Li, Jonathan; Melgani, Farid; Pistori, Hemerson; Goncalves, Wesley Nunes

The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2023-11-01

OAAI

Osco, Lucas Prado; Wu, Qiusheng; de Lemos, Eduardo Lopes; Gonsalves, Wesley Nunes; Ramos, Ana Paula Marques; Li, Jonathan; Marcato, Jose

Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery 使用PlanetScope图像绘制巴西潘塔纳尔和亚马逊烧伤区域的变形金刚

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2023-02-01

OAAI

Goncalves, Diogo Nunes; Marcato Junior, Jose; Carrilho, Andre Caceres; Acosta, Plabiany Rodrigo; Ramos, Ana Paula Marques; Gomes, Felipe David Georges; Osco, Lucas Prado; Oliveira, Maxwell da Rosa; Martins, Jose Augusto Correa; Damasceno Junior, Geraldo Alves; de Araujo, Marcio Santos; Li, Jonathan; Roque, Fabio; Peres, Leonardo de Faria; Goncalves, Wesley Nunes; Libonati, Renata

A deep learning-based mobile application for tree species mapping in RGB images 基于深度学习的RGB影像树种映射移动应用

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2022-11-01

OAAI

Carvalho, Mario de Araujo; Marcato, Jose; Correa Martins, Jose Augusto; Zamboni, Pedro; Costa, Celso Soares; Siqueira, Henrique Lopes; Araujo, Marcio Santos; Goncalves, Diogo Nunes; Garcia Furuya, Danielle Elis; Osco, Lucas Prado; Marques Ramos, Ana Paula; Li, Jonathan; de Castro, Amaury Antonio; Goncalves, Wesley Nunes

Using a convolutional neural network for fingerling counting: A multi-task learning approach

AQUACULTURE

IF3.9

2022-08-01

PREAI

Goncalves, Diogo Nunes; Acosta, Plabiany Rodrigo; Ramos, Ana Paula Marques; Osco, Lucas Prado; Furuya, Danielle Elis Garcia; Furuya, Michelle Tais Garcia; Li, Jonathan; Marcato Junior, Jose; Pistori, Hemerson; Goncalves, Wesley Nunes

An impact analysis of pre-processing techniques in spectroscopy data to classify insect-damaged in soybean plants with machine and deep learning methods

INFRARED PHYSICS & TECHNOLOGY

IF3.4

2022-06-01

OAAI

Osco, Lucas Prado; Furuya, Danielle Elis Garcia; Furuya, Michelle Tafs Garcia; Correa, Daniel Veras; Goncalvez, Wesley Nunes; Junior, Jose Marcato; Borges, Miguel; Blassioli-Moraes, Maria Carolina; Michereff, Mirian Fernandes Furtado; Aquino, Michely Ferreira Santos; Laumann, Raul Alberto; Lisenberg, Veraldo; Ramos, Ana Paula Marques; Jorge, Lucio Andre de Castro

Counting and locating high-density objects using convolutional neural network 基于卷积神经网络的高密度物体计数与定位

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-06-01

OAAI

de Arruda, Mauro dos Santos; Osco, Lucas Prado; Acosta, Plabiany Rodrigo; Goncalves, Diogo Nunes; Marcato Junior, Jose; Marques Ramos, Ana Paula; Matsubara, Edson Takashi; Luo, Zhipeng; Li, Jonathan; Silva, Jonathan de Andrade; Goncalves, Wesley Nunes

Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2022-04-01

OAAI

Bressan, Patrik Ola; Marcato Junior, Jose; Martins, Jose Augusto Correa; de Melo, Maximilian Jaderson; Goncalves, Diogo Nunes; Freitas, Daniel Matte; Ramos, Ana Paula Marques; Furuya, Michelle Tais Gracia; Osco, Lucas Prado; Silva, Jonathan de Andrare; Luo, Zhipeng; Garcia, Raymundo Dordero; Ma, Lingfei; Li, Jonathan; Goncalves, Wesley Nunes

Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet plus plus deep neural network

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2022-04-01

PREAI

de Melo, Maximilian Jaderson; Goncalves, Diogo Nunes; Bonin Gomes, Marina de Nadai; Faria, Gedson; Silva, Jonathan de Andrade; Marques Ramos, Ana Paula; Osco, Lucas Prado; Garcia Furuya, Michelle Tais; Marcato Junior, Jose; Goncalves, Wesley Nunes

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

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2021-12-01

OAAI

Furuya, Danielle Elis Garcia; Ma, Lingfei; Pinheiro, Mayara Maezano Faita; Gomes, Felipe David Georges; Goncalvez, Wesley Nunes; Marcato Junior, Jose; Rodrigues, Diego de Castro; Blassioli-Moraes, Maria Carolina; Michereff, Mirian Fernandes Furtado; Borges, Miguel; Alaumann, Raul Alberto; Ferreira, Ednaldo Jose; Osco, Lucas Prado; Ramos, Ana Paula Marques; Li, Jonathan; Jorge, Lilcio Andre de Castro

Machine learning and SLIC for Tree Canopies segmentation in urban areas

ECOLOGICAL INFORMATICS

IF7.3

2021-12-01

PREAI

Correa Martins, Jose Augusto; Menezes, Geazy; Goncalves, Wesley; Sant'Ana, Diego Andre; Osco, Lucas Prado; Liesenberg, Veraldo; Li, Jonathan; Ma, Lingfei; Oliveira, Paulo Tarso; Astolfi, Gilberto; Pistori, Hemerson; Junior, Jose Marcato

Detecting coffee leaf rust with UAV-based vegetation indices and decision tree machine learning models 基于无人机的植被指数和决策树机器学习模型检测咖啡叶锈病

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2021-11-01

PREAI

Marin, Diego Bedin; Ferraz, Gabriel Araujo e Silva; Santana, Lucas Santos; Barbosa, Brenon Diennevan Souza; Barata, Rafael Alexandre Pena; Osco, Lucas Prado; Ramos, Ana Paula Marques; Guimaraes, Paulo Henrique Sales

Mauritia flexuosa palm trees airborne mapping with deep convolutional neural network

SCIENTIFIC REPORTS

IF3.9

2021-10-04

OAAI

Arce, Luciene Sales Dagher; Osco, Lucas Prado; Arruda, Mauro dos Santos de; Furuya, Danielle Elis Garcia; Ramos, Ana Paula Marques; Aoki, Camila; Pott, Arnildo; Fatholahi, Sarah; Li, Jonathan; Araujo, Fabio Fernando de; Goncalves, Wesley Nunes; Marcato Junior, Jose

A review on deep learning in UAV remote sensing 深度学习在无人机遥感中的应用综述

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2021-10-01

268

OAAI

Osco, Lucas Prado; Marcato Junior, Jose; Marques Ramos, Ana Paula; de Castro Jorge, Lucio Andre; Fatholahi, Sarah Narges; Silva, Jonathan de Andrade; Matsubara, Edson Takashi; Pistori, Hemerson; Goncalves, Wesley Nunes; Li, Jonathan

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

PRECISION AGRICULTURE

IF6.6

2021-08-31

OAAI

Marques Ramos, Ana Paula; Georges Gomes, Felipe David; Faita Pinheiro, Mayara Maezano; Garcia Furuya, Danielle Elis; Goncalvez, Wesley Nunes; Marcato Junior, Jose; Furtado Michereff, Mirian Fernandes; Blassioli-Moraes, Maria Carolina; Borges, Miguel; Alaumann, Raul Alberto; Liesenberg, Veraldo; de Castro Jorge, Lucio Andre; Osco, Lucas Prado

Readily dispersible clay in soils from different Brazilian regions by visible, near, and mid-infrared spectral data

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2021-07-05

PREAI

Silva, Isabela Mello; Romero, Danilo Jefferson; Barbosa Guimaraes, Clecia Cristina; Alves, Marcelo Rodrigo; Osco, Lucas Prado; e Souza, Arnaldo Barros; da Silva, Alvaro Pires; Dematte, Jose A. M.

A CNN approach to simultaneously count plants and detect plantation-rows from UAV imagery 一种CNN方法，可同时对植物进行计数并从无人机图像中检测种植园行

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2021-04-01

OAAI

Osco, Lucas Prado; de Arruda, Mauro dos Santos; Goncalves, Diogo Nunes; Dias, Alexandre; Batistoti, Juliana; de Souza, Mauricio; Georges Gomes, Felipe David; Marques Ramos, Ana Paula; de Castro Jorge, Lucio Andre; Liesenberg, Veraldo; Li, Jonathan; Ma, Lingfei; Marcato, Jose; Goncalves, Wesley Nunes

Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery

PRECISION AGRICULTURE

IF6.6

2021-01-02

PREAI

Osco, Lucas Prado; Nogueira, Keiller; Marques Ramos, Ana Paula; Faita Pinheiro, Mayara Maezano; Furuya, Danielle Elis Garcia; Goncalves, Wesley Nunes; de Castro Jorge, Lucio Andre; Marcato Junior, Jose; dos Santos, Jefersson Alex

A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices 基于无人机的植被光谱指数随机森林排序方法预测玉米产量

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2020-11-01

162

PREAI

Marques Ramos, Ana Paula; Osco, Lucas Prado; Garcia Furuya, Danielle Elis; Goncalves, Wesley Nunes; Santana, Dthenifer Cordeiro; Ribeiro Teodoro, Larissa Pereira; da Silva Junior, Carlos Antonio; Capristo-Silva, Guilherme Fernando; Li, Jonathan; Rojo Baio, Fabio Henrique; Marcato Junior, Jose; Teodoro, Paulo Eduardo; Pistori, Hemerson

研究方向