José Marcato Junior
Orcid: 0000-0002-9096-6866
According to our database1,
José Marcato Junior
authored at least 79 papers
between 2013 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
A Seamless Deep Learning Approach for Apple Detection, Depth Estimation, and Tracking Using YOLO Models Enhanced by Multi-Head Attention Mechanism.
Comput., March, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot.
Int. J. Appl. Earth Obs. Geoinformation, November, 2023
Deep4Fusion: A Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits.
Comput. Electron. Agric., August, 2023
3D building model generation from MLS point cloud and 3D mesh using multi-source data fusion.
Int. J. Appl. Earth Obs. Geoinformation, February, 2023
Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery.
Int. J. Appl. Earth Obs. Geoinformation, February, 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE Trans. Intell. Transp. Syst., 2022
Robust Lane Extraction From MLS Point Clouds Towards HD Maps Especially in Curve Road.
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.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Intell. Transp. Syst., 2022
Intracity Temperature Estimation by Physics Informed Neural Network Using Modeled Forcing Meteorology and Multispectral Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022
Deep Learning Regression Approaches Applied to Estimate Tillering in Tropical Forages Using Mobile Phone Images.
Sensors, 2022
Active Fire Mapping on Brazilian Pantanal Based on Deep Learning and CBERS 04A Imagery.
Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Expert Syst. Appl., 2022
Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network.
Comput. Electron. Agric., 2022
Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection.
Comput. Electron. Agric., 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Road marking extraction in UAV imagery using attentive capsule feature pyramid network.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping.
Int. J. Appl. Earth Obs. Geoinformation, 2022
2021
Capsule-Based Networks for Road Marking Extraction and Classification From Mobile LiDAR Point Clouds.
IEEE Trans. Intell. Transp. Syst., 2021
Identifying Building Rooftops in Hyperspectral Imagery Using CNN With Pure Pixel Index.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Single Satellite Imagery Superresolution Based on Hybrid Nonlocal Similarity Constrained Convolution Sparse Coding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing.
Sensors, 2021
Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images.
Remote. Sens., 2021
A Building Roof Identification CNN Based on Interior-Edge-Adjacency Features Using Hyperspectral Imagery.
Remote. Sens., 2021
Deforestation Detection with Fully Convolutional Networks in the Amazon Forest from Landsat-8 and Sentinel-2 Images.
Remote. Sens., 2021
Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data.
Remote. Sens., 2021
Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning.
Remote. Sens., 2021
Accurate Prediction of Earthquake-Induced Landslides Based on Deep Learning Considering Landslide Source Area.
Remote. Sens., 2021
Ecol. Informatics, 2021
Airborne multispectral LiDAR point cloud classification with a feature Reasoning-based graph convolution network.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Average-DInSAR method for unstable escarpments detection induced by underground coal mining.
Int. J. Appl. Earth Obs. Geoinformation, 2021
3D MSSD: A multilayer spatial structure 3D object detection network for mobile LiDAR point clouds.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Int. J. Appl. Earth Obs. Geoinformation, 2021
Int. J. Appl. Earth Obs. Geoinformation, 2021
Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Fusion of Hyperspectral-Multispectral images joining Spatial-Spectral Dual-Dictionary and structured sparse Low-rank representation.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Assessment of CNN-Based Methods for Single Tree Detection on High-Resolution RGB Images in Urban Areas.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Retinanet Deep Learning-Based Approach to Detect Termite Mounds in Eucalyptus Forests.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Characterization of MSS Channel Reflectance and Derived Spectral Indices for Building Consistent Landsat 1-5 Data Record.
IEEE Trans. Geosci. Remote. Sens., 2020
Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution UAV Optical Imagery.
Sensors, 2020
Sensors, 2020
Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery.
Sensors, 2020
A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements.
Remote. Sens., 2020
Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques.
Remote. Sens., 2020
A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images.
Remote. Sens., 2020
A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery.
Remote. Sens., 2020
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery.
CoRR, 2020
A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices.
Comput. Electron. Agric., 2020
2019
Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs.
Sensors, 2019
Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery.
Remote. Sens., 2019
Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks.
Remote. Sens., 2019
Estimating Pasture Biomass and Canopy Height in Brazilian Savanna Using UAV Photogrammetry.
Remote. Sens., 2019
Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images.
Int. J. Appl. Earth Obs. Geoinformation, 2019
The Impact of Ground Control Point Quantity on Area and Volume Measurements with UAV SFM Photogrammetry Applied in Open Pit Mines.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Image Segmentation and Classification with SLIC Superpixel and Convolutional Neural Network in Forest Context.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Machine Learning Applied to Uav Imagery in Precision Agriculture and Forest Monitoring in Brazililian Savanah.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the Progress in Artificial Intelligence, 2019
2013