XIV Colóquio Brasileiro de Ciências Geodésicas

Sexta-feira: Manhã

Eixo Temático: Inteligência Artificial no Processamento e Análise de Dados Geoespaciais

Palestra Magna 8h30 – 9h

8h30

AI in Geodesy: From Geodetic Modeling to Complex Dynamical Systems

Dr. Alfonso Rodrigo Tierra Criollo
Universidade das Forças Armadas ESPE · Equador

Sessão Técnica – Apresentações Orais 9h – 10h

9h	Zero-shot semantic segmentation and multi-view label transfer for 3D point cloud classification: A case study at Martin Luther Church, Ibirama, Brazil	Guilherme Zucatelli (IFC); Jorge Antonio Silva Centeno (UFPR)
9h15	AI-assisted cartographic generalization of drainage networks using conditional GANs: a quantitative and visual evaluation	Bryan Correa (Exército Brasileiro); Marcelo Reis (IME); Igor Paz (IME); Daniel Silva (IME)
9h30	Automatic Urban Building-Use Classification from Collaborative Street-Level Imagery: A Deep Learning Approach with OSM-Assisted Annotation	Darlan Nunes (UFV); Pedro Carvalho (UFV); Ryan Silva (UFV); Silvana Camboim (UFPR); Daniel Duarte (UFV); Jonas Teófilo (UFV); Éder Marques (UFV)
9h45	Mapping Veredas (Cerrado Wetlands) by Integrating Sentinel-2 Spectral Indices and Copernicus DEM Morphometrics with Supervised Machine Learning	Rik Alves (UFU); Claudionor Silva (UFU); Lucas Silva (UEPB)

Sessão de Pôsteres / Coffee Break 10h – 10h45

ID	Título	Autores
5	Zero-Shot Inference for Leaf Instance Segmentation of an Outdoor Tree Canopy Using SAM and RGB Close-Range Imagery	Isabella Norberto (UNESP)*; Clodoaldo Faria Junior (ITA); Mariana Campos (FGI); Antonio Tommaselli (UNESP); Beatriz Silva (UNESP); Tiago Figueira (UNESP); Matheus Silva (UNESP)
10	Geoid Undulation Estimation for IHRF Stations Using Machine Learning	Leticia Ribeiro (UFU)*; Gabriel Guimarães (UFU); Wagner Carrupt (UFU)
19	A Systematic Review of Weakly Supervised Learning for Forest Mapping: Overcoming the Annotation Bottleneck in Remote Sensing	Brian Machado (UNESP)*; Lucas Prado Osco (UNESP); Filipe Vieira da Silva (UNESP); Isabele Canesin Longo (UNESP); Ana Paula Marques Ramos (UNESP)
20	Automating the Classification of Big Geo Data for Choropleth Mapping	Jose Antonio Cacciatore (UFRGS)*; Claudia Sluter (UFRGS)
21	Benchmarking a Lightweight YOLOv8n Model for Pothole Detection in Asphalt Pavements	Laura Torres Peixoto Pimentel (UFBA); Caroline Dias Amancio de Lima (UFBA); Vivian Fernandes (UFBA)*
23	Application of a Pre-Trained U-Net Deep Learning Model for Rural Road Extraction	Gabriel Vieira (UFPR)*; Jorge Centeno (UFPR); Jorgiana Crato (UFPR)
39	Development of Geospatial Applications for Laboratory Management and Isotopic Data Analysis	Luciene Delazari (UFPR)*; Leonardo Ercolin Filho (UFPR); Anelize Rumbelsperger (UFPR); Luiggi Bettone (UFPR); Nicolas Pedroso (UFPR); Victor Mota (UFPR); Gloria Maria Silva (UFPR)
40	Neural Networks Applied to Geodetic Functionals Interpolation Aiming the IHRS Materialization	Francisco Rafael de Oliveira (UFU)*; Wagner Carrupt Machado (UFU); Gabriel do Nascimento Guimarães (UFU); Leticia Cristina Ribeiro (UFU)
42	Less Context, Better Plans: Evaluating Tool Exposure Strategies in an MCP Server for GNSS Data Acquisition	Clodoaldo Faria Junior (ITA)*; Isabella Norberto (UNESP); Marcos Maximo (ITA); Matheus Silva (UNESP); Alison Moraes (ITA)
44	Five Decades of Geodetic Sciences: a Bibliometric Analysis of the Graduate Program at UFPR (1973–2023)	Daniel Arana (UFPR)*
55	Automatic Rural Road Extraction from PlanetScope Imagery Using U-Net and UNetResNet34 Architectures	Jorgiana Crato (UFPR)*; Alan Graça (UERJ/UFPR); Hideo Araki (UFPR); Jorge Centeno (UFPR)
60	Wetland Classification in the Pindaibal Stream Sub-Basin using Random Forest	Lucas Sousa (Lucas Sousa)*; Claudionor Ribeiro (Claudionor Ribeiro); Matheus Fonseca (Matheus Fonseca)
64	Evaluation of RTX Positioning for Rural Property Certification Through Open-Source Automation	Osvaldo Tavares de Camargo Junior (UFPR)*; Paulo Sérgio de Oliveira Junior (UFPR); Caio dos Anjos Paiva (UFPR)
71	Feature Ablation for PointNet++ Semantic Segmentation of Power Distribution Networks in MLS Point Clouds	Renan Oliveira (UNESP)*; Maurycio Oviedo (UNESP); Nelson Neto (UNESP); Mauricio Galo (UNESP)
77	Segmentation of Individual Trees using LiDAR Point Clouds	Manoela de Oliveira (UNESP)*; Matheus da Silva (UNESP); Renato dos Santos (UNESP)
78	ADSProcSuite: Standardization and Automation of Geospatial Data Processing Workflows for Data Acquired with the Leica ADS (Airborne Digital Sensor)	Leonardo Ercolin Filho (UFPR); Luciene Delazari (UFPR)*; Christopher Dobb (UFPR); Marcus Rocha Neto (UFPR); Ari Raimundo (ARI CRISTIANO RAIMUNDO LTDA)
81	Generative Artificial Intelligence in Cartographic Production: Evaluation of Large Language Models for Map Generation at Different Levels of Prompt Complexity	Ruth Mariani (UFPR)*; Marcio Schmidt (UFPR)
82	Performance Assessment of Random Forest for Land Use and Land Cover Classification of Sentinel-2A Imagery Using Spectral Bands and Spectral Indices	Larissa Trombeta (UNESP)*; Guilherme Souza (UNESP)
84	Automation of Geospatial Workflows for 3D Modelling and Risk Management of Power Transmission Lines	Luciene Delazari (UFPR)*; Leonardo Ercolin Filho (UFPR); Luiggi Bettone (UFPR); Maíra Camargo (UFPR); Ari Raimundo (ARI CRISTIANO RAIMUNDO LTDA)
88	Automating the Radiometric Adjustment of Multispectral Images Collected by Remotely Piloted Aircrafts (RPAs)	Matheus Modesto Silva (UNESP)*; Júlia Bote Coelho (UNESP); Andressa Yida Pinheiro Souza (UNESP); Rebeca da Silva (UNESP); Antonio Maria Garcia Tommaselli (UNESP); Nilton Nobuhiro Imai (UNESP)
89	An Interactive Topographic Simulator for Surveying Education: AI-Assisted Development and Technical Validation	Lucas Barbosa (UFPR)*; Hideo Araki (UFPR); Silvana Camboim (UFPR)
90	Evaluating the Influence of Spatial Resolution on Zero-Shot Segment Anything Model for Urban Tree Canopy Mapping in Submetric Imagery	Gleison Marrafon (UNESP)*; Brian Leite Machado (UNESP); Lucas Prado Osco (UNESP); Ana Paula Marques Ramos (UNESP)
93	Machine Learning Applied to Prediction of GNSS Precision Degradation under Vegetation Density and Moisture Constraints	Miguel Figueredo (UFPR)*; Paulo Sérgio de Oliveira Junior (UFPR); Maria Carolina Kmiecik (UFPR)
98	Computational Morphological Comparison Between S-101 and Inland ENC S-401 Point Symbols	José Celso Gonçalves Junior (UNESP)*; Edmur de Azevedo Pugliesi (UNESP)
102	Deep Learning-Based Detection of Araucaria Angustifolia in High Spatial Resolution Images	Cindy Mendes (UDESC)*; Veraldo Liesenberg (UDESC); Marcos Schimalski (UDESC); Leonardo Biffi (UDESC)
111	A Conceptual Framework for Location Variables in Urban Mass Appraisal: a Systematic Literature Review	André Bozio (UFSC)*; Camila da Silva (UFSC)
112	A Geographic Database Model Library for Territorial Information Governance: a Methodological Framework Supporting the Multipurpose Cadastre	André Bozio (UFSC)*; Betina Battisti Archer (ITA); Camila da Silva (UFSC)
114	Detection of Solar Panels Using Convolutional Neural Networks	Alessandra Dickel (UFPR)*; Jorge Centeno (UFPR)
119	A Dual-Core Machine Learning Workflow for Scintillation-Aware VTEC Prediction in GNSS Applications	Jhonatan Silva (UNESP)*; Milton Hirokazu Shimabukuro (UNESP)
125	The Use of Large Language Models (LLMs) in the Automatic Generation of GIS Workflows: The Case of the LiNa Assistant Plugin for QGIS	Melito Avalinho (UFPR)*; Silvana Camboim (UFPR); Hideo Araki (UFPR); Tiago Rodrigues (UFPR); Paulo Júnior (UNESP)
126	Prediction and Correction of SRTM Altimetric Errors through Machine Learning under Spatial Validation	Melito Avalinho (UFPR)*; Hideo Araki (UFPR); Tiago Rodrigues (UFPR); Paulo Júnior (UNESP)
136	OCR-Based Toponym Detection in Scanned Maps	Jorgiana Crato (UFPR)*; Alan Salomão Graça (UERJ/UFPR); Jorge Centeno (UFPR); Hideo Araki (UFPR)
142	Automated Integration of Hybrid Mobile Mapping Systems with Artificial Intelligence for Electrical Infrastructure Inventory	Mateus Ananias (UNICAMP)*; Henrique Candido (UNICAMP)
143	Predicting Real Estate Values Using Machine Learning and Spatial Features: An Application to Property Appraisal	Mirelly Ferreira (UFV)*; Augusto Santos (UFV); João Vitor Golçalves (IFNMG); Darlan Nunes (UFV); Éder Marques (UFV)
148	Wildfire Risk Zoning: a Comparative Review	Henrique Gonçalves (UFPR)*; Rodrigo Macedo (UFPR); Alexandre Tetto (UFPR)
150	Vertical Positional Accuracy Assessment Using a Simulation-Based Approach	Arthur Dantas (UFMG); Eric Duarte dos Santos (IME); Natanael Bispo Coelho (IME); Leonardo Assumpção Moreira (IME); Raquel Oliveira (IME); Ivanildo Barbosa (IME)*; Marcelo Nero (UFMG)
152	Deep Learning-Based Predictive-Explanatory Analysis of Hydrological Loading Impacts on the Altimetric Component of RBMC-IBGE Stations	Jhonatta Assunção (UFU)*; Gabriel Guimarães (UFU)
159	Deformation Pattern of the South American Plate Using Robust GNSS Velocity Solutions	Rodrigo Melhorato (IME)*; Haroldo Marques (IME); Daniel Nunes (JPL/Caltech); Matheus Ferreira (USP); Marcelo Assumpção (USP)
162	Advances in Soil Moisture Determination with GNSS-IR using Ground-Based Platforms in Brazil	Wagner Machado (UFU)*; Jorge Euriques (UFRRJ); Valdiney da Silva (UFU); Cláudia Krueger (UFPR); Felipe Nievinski (UFRGS)
163	Preliminary Procedures for the Vertical Connection of the Port of Recife Tide Gauge to the Brazilian Geodetic System	Jailson Rodrigues Junior (UFPE)*; Nilton Ribas Junior (IBGE); Lucas Calado (UFPE); Everton Santos (IBGE); Andrea Seixas (UFPE); Manuella Fagundes (UFPE)
172	From Fragmented Geospatial Datasets to an Operational SDI: Database Architecture, Metadata and Data Governance on the Paraná Coast	Nathan Damas Antonio (UFPR)*; Laura Beatriz Krama (UFPR); Marcelo Teixeira (UFPR); Eduardo Vedor de Paula (UFPR); Hideo Araki (UFPR); Silvana Philippi Camboim (UFPR)