Wallace Casaca

44 papers A* 1B 2C 2Misc 1Journal 31Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Laplacian Coordinates: End-to-end deeply guided anisotropic diffusion for COVID-19 pulmonary lesion segmentation.
Comput. Biol. Medicine
Aldimir Bruzadin, Marilaine Colnago, Lucas C. Ribas, Wallace Casaca
2025 J jnl
A Study of COVID-19 Diagnosis Applying Artificial Intelligence to X-Rays Images.
Comput.
Guilherme P. Cardim, Claudio B. Reis Neto, Eduardo Soares Nascimento, Henrique P. Cardim, Wallace Casaca, Rogério Galante Negri, Flávio C. Cabrera, Renivaldo J. dos Santos, Erivaldo Antonio da Silva, Maurício Araújo Dias
2025 J jnl
Assessing Machine Learning Models on Temporal and Multi-Sensor Data for Mapping Flooded Areas.
Trans. GIS
Rogério Galante Negri, Fernanda Dácio da Costa, Bruna da Silva Andrade Ferreira, Matheus Wesley Rodrigues, Abayomi O. Bankole, Wallace Casaca
2025 J jnl
Epidemic Modeling in Satellite Towns and Interconnected Cities: Data-Driven Simulation and Real-World Lockdown Validation.
Inf.
Rafaella S. Ferreira, Wallace Casaca, João Frederico C. A. Meyer, Marilaine Colnago, Maurício Araújo Dias, Rogério Galante Negri
2025 — conf
Machine Learning-Based Solar Radiation Forecasting for Green Hydrogen Production.
ICCSA (3)
Mateus Vasconcelos Albuquerque, Wallace Casaca
2025 J jnl
Precision Meets Speed: An Attention Encoder-Decoder Network for Deforestation Segmentation.
IEEE Geosci. Remote. Sens. Lett.
Giovana Augusta Benvenuto, Rogério Galante Negri, Marilaine Colnago, Alejandro C. Frery, Wallace Casaca
2024 J jnl
Unsupervised Multitemporal Triclass Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Rogério Galante Negri, Alejandro C. Frery, Wallace Casaca, Paolo Gamba, Avik Bhattacharya
2023 J jnl
ABD: A machine intelligent-based algal bloom detector for remote sensing images.
Softw. Impacts
Pedro Henrique Moraes Ananias, Rogério Galante Negri, Adriano Bressane, Marilaine Colnago, Wallace Casaca
2023 J jnl
ABF: A data-driven approach for algal bloom forecasting using machine intelligence and remotely sensed data series.
Softw. Impacts
Pedro Henrique Moraes Ananias, Rogério Galante Negri, Adriano Bressane, Maurício Araújo Dias, Erivaldo Antonio da Silva, Wallace Casaca
2023 J jnl
Assessing the impacts of catastrophic 2020 wildfires in the Brazilian Pantanal using MODIS data and Google Earth Engine: A case study in the world's largest sanctuary for Jaguars.
Earth Sci. Informatics
Larissa M. P. Parra, Fabrícia C. Santos, Rogério Galante Negri, Marilaine Colnago, Adriano Bressane, Maurício Araújo Dias, Wallace Casaca
2023 J jnl
Associating Anomaly Detection Strategy Based on Kittler's Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies.
Remote. Sens.
Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Almir Olivette Artero, Wallace Casaca, Rogério Galante Negri
2023 J jnl
Dimensionality Reduction and Anomaly Detection Based on Kittler's Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces.
Remote. Sens.
Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Rogério Galante Negri, Wallace Casaca
2023 J jnl
Learning label diffusion maps for semi-automatic segmentation of lung CT images with COVID-19.
Neurocomputing
Aldimir Bruzadin, Maurílio Boaventura, Marilaine Colnago, Rogério Galante Negri, Wallace Casaca
2023 — conf
Robust Seeded Image Segmentation Using Adaptive Label Propagation and Deep Learning-Based Contour Orientation.
ICCSA (2)
Aldimir Bruzadin, Marilaine Colnago, Rogério Galante Negri, Wallace Casaca
2022 J jnl
A Fully Unsupervised Machine Learning Framework for Algal Bloom Forecasting in Inland Waters Using MODIS Time Series and Climatic Products.
Remote. Sens.
Pedro Henrique Moraes Ananias, Rogério Galante Negri, Maurício Araújo Dias, Erivaldo Antonio da Silva, Wallace Casaca
2022 J jnl
A Machine Learning Strategy Based on Kittler's Taxonomy to Detect Anomalies and Recognize Contexts Applied to Monitor Water Bodies in Environments.
Remote. Sens.
Maurício Araújo Dias, Giovanna Carreira Marinho, Rogério Galante Negri, Wallace Casaca, Ignacio Bravo Muñoz, Danilo Medeiros Eler
2022 J jnl
Mapping Burned Areas with Multitemporal-Multispectral Data and Probabilistic Unsupervised Learning.
Remote. Sens.
Rogério Galante Negri, Andréa Eliza O. Luz, Alejandro C. Frery, Wallace Casaca
2022 J jnl
Mapping Fire Susceptibility in the Brazilian Amazon Forests Using Multitemporal Remote Sensing and Time-Varying Unsupervised Anomaly Detection.
Remote. Sens.
Andréa Eliza O. Luz, Rogério Galante Negri, Klécia G. Massi, Marilaine Colnago, Erivaldo Antonio da Silva, Wallace Casaca
2022 Misc conf
Unsupervised Deep Learning Network for Deformable Fundus Image Registration.
ICASSP
Giovana Augusta Benvenuto, Marilaine Colnago, Wallace Casaca
2021 C conf
Automatically Detecting Textual Content in High-Resolution Images.
IGARSS
Dayara Basso, Marilaine Colnago, Samara Calçado de Azevedo, Rogério Galante Negri, Wallace Casaca
2021 J jnl
Combining morphological filtering, anisotropic diffusion and block-based data replication for automatically detecting and recovering unscanned gaps in remote sensing images.
Earth Sci. Informatics
Dayara Basso, Marilaine Colnago, Samara Calçado de Azevedo, Erivaldo Antonio da Silva, Pedro Pina, Wallace Casaca
2021 — conf
Exploratory Analysis and Visualization of Brazilian Forest Data from the Forest Document System of the Brazilian Institute of the Environment.
ICCSA (5)
Matias Emir Luemba, Nsiamfumu Kunzayila, Wallace Casaca
2021 J jnl
Laplacian Coordinates: Theory and Methods for Seeded Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Wallace Casaca, João Paulo Gois, Harlen Costa Batagelo, Gabriel Taubin, Luis Gustavo Nonato
2021 J jnl
Simulating Immunization Campaigns and Vaccine Protection Against COVID-19 Pandemic in Brazil.
IEEE Access
Fabio Amaral, Wallace Casaca, Cassio M. Oishi, José Alberto Cuminato
2021 J jnl
Spectral-Spatial-Aware Unsupervised Change Detection With Stochastic Distances and Support Vector Machines.
IEEE Trans. Geosci. Remote. Sens.
Rogério Galante Negri, Alejandro C. Frery, Wallace Casaca, Samara Calçado de Azevedo, Maurício Araújo Dias, Erivaldo Antônio da Silva, Enner H. Alcântara
2021 J jnl
Towards Providing Effective Data-Driven Responses to Predict the Covid-19 in São Paulo and Brazil.
Sensors
Fabio Amaral, Wallace Casaca, Cassio M. Oishi, José Alberto Cuminato
2020 J jnl
A high-order immersed interface method free of derivative jump conditions for Poisson equations on irregular domains.
J. Comput. Phys.
Marilaine Colnago, Wallace Casaca, Leandro Franco de Souza
2020 J jnl
An Incongruence-Based Anomaly Detection Strategy for Analyzing Water Pollution in Images from Remote Sensing.
Remote. Sens.
Maurício Araújo Dias, Erivaldo Antônio da Silva, Samara Calçado de Azevedo, Wallace Casaca, Thiago Statella, Rogério Galante Negri
2020 C conf
Comparing the Performance of Mathematical Morphology and Bhattacharyya Distance for Airport Extraction.
IGARSS
Wallace Casaca, Daniel P. Ederli, Erivaldo Antonio da Silva, Fernando P. Baixo, Thamires G. Godoy, Marilaine Colnago
2019 J jnl
Vessel Optimal Transport for Automated Alignment of Retinal Fundus Images.
IEEE Trans. Image Process.
Danilo Motta, Wallace Casaca, Afonso Paiva
2018 J jnl
A user-friendly interactive framework for unsteady fluid flow segmentation and visualization.
J. Vis.
Danilo Motta, Wallace Casaca, Paulo A. Pagliosa, Afonso Paiva
2018 B conf
Fundus Image Transformation Revisited: Towards Determining More Accurate Registrations.
CBMS
Danilo Motta, Wallace Casaca, Afonso Paiva
2018 J jnl
Inducing Contextual Classifications With Kernel Functions Into Support Vector Machines.
IEEE Geosci. Remote. Sens. Lett.
Rogério Galante Negri, Erivaldo Antonio da Silva, Wallace Casaca
2016 J jnl
Dealing with Multiple Requirements in Geometric Arrangements.
IEEE Trans. Vis. Comput. Graph.
Erick Gomez Nieto, Wallace Casaca, Danilo Motta, Ivar A. Hartmann, Gabriel Taubin, Luis Gustavo Nonato
2015 B conf
A user-friendly interactive image inpainting framework using Laplacian coordinates.
ICIP
Wallace Casaca, Danilo Motta, Gabriel Taubin, Luis Gustavo Nonato
2015 — conf
Interactive Image Colorization Using Laplacian Coordinates.
CAIP (2)
Wallace Casaca, Marilaine Colnago, Luis Gustavo Nonato
2014 J jnl
Combining anisotropic diffusion, transport equation and texture synthesis for inpainting textured images.
Pattern Recognit. Lett.
Wallace Casaca, Maurílio Boaventura, Marcos Proença de Almeida, Luis Gustavo Nonato
2014 A* conf
Laplacian Coordinates for Seeded Image Segmentation.
CVPR
Wallace Casaca, Luis Gustavo Nonato, Gabriel Taubin
2014 J jnl
Similarity Preserving Snippet-Based Visualization of Web Search Results.
IEEE Trans. Vis. Comput. Graph.
Erick Gomez Nieto, Frizzi San Roman, Paulo A. Pagliosa, Wallace Casaca, Elias S. Helou, Maria Cristina Ferreira de Oliveira, Luis Gustavo Nonato
2013 — conf
Mixed Integer Optimization for Layout Arrangement.
SIBGRAPI
Erick Gomez Nieto, Wallace Casaca, Luis Gustavo Nonato, Gabriel Taubin
2013 J jnl
Spectral Image Segmentation Using Image Decomposition and Inner Product-Based Metric.
J. Math. Imaging Vis.
Wallace Casaca, Afonso Paiva, Erick Gomez Nieto, Paulo Joia, Luis Gustavo Nonato
2012 J jnl
Class-specific metrics for multidimensional data projection applied to CBIR.
Vis. Comput.
Paulo Joia, Erick Gomez Nieto, João Batista Neto, Wallace Casaca, Glenda Botelho, Afonso Paiva, Luis Gustavo Nonato
2012 — conf
Colorization by Multidimensional Projection.
SIBGRAPI
Wallace Casaca, Erick Gomez Nieto, Cynthia de Oliveira Lage Ferreira, Geovan Tavares, Paulo A. Pagliosa, Fernando Vieira Paulovich, Luis Gustavo Nonato, Afonso Paiva
2011 — conf
Spectral Segmentation Using Cartoon-Texture Decomposition and Inner Product-Based Metric.
SIBGRAPI
Wallace Casaca, Afonso Paiva, Luis Gustavo Nonato