Wallace Casaca

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 27

Top Topics

Bhattacharyya Distance

Anomaly Detection

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Pedro Henrique Moraes Ananias, Rogério Galante Negri, Adriano Bressane, Marilaine Colnago, Wallace Casaca
ABD: A machine intelligent-based algal bloom detector for remote sensing images. Softw. Impacts 15 (2023)
Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Almir Olivette Artero, Wallace Casaca, Rogério Galante Negri
Associating Anomaly Detection Strategy Based on Kittler's Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies. Remote. Sens. 15 (24) (2023)
Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Rogério Galante Negri, Wallace Casaca
Dimensionality Reduction and Anomaly Detection Based on Kittler's Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces. Remote. Sens. 15 (16) (2023)
Aldimir Bruzadin, Maurílio Boaventura, Marilaine Colnago, Rogério Galante Negri, Wallace Casaca
Learning label diffusion maps for semi-automatic segmentation of lung CT images with COVID-19. Neurocomputing 522 (2023)
Larissa M. P. Parra, Fabrícia C. Santos, Rogério Galante Negri, Marilaine Colnago, Adriano Bressane, Maurício A. Dias, Wallace Casaca
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 16 (4) (2023)
Aldimir Bruzadin, Marilaine Colnago, Rogério Galante Negri, Wallace Casaca
Robust Seeded Image Segmentation Using Adaptive Label Propagation and Deep Learning-Based Contour Orientation. ICCSA (2) (2023)
Pedro Henrique Moraes Ananias, Rogério Galante Negri, Adriano Bressane, Maurício Araújo Dias, Erivaldo Antonio da Silva, Wallace Casaca
ABF: A data-driven approach for algal bloom forecasting using machine intelligence and remotely sensed data series. Softw. Impacts 17 (2023)
Maurício Araújo Dias, Giovanna Carreira Marinho, Rogério Galante Negri, Wallace Casaca, Ignacio Bravo Muñoz, Danilo Medeiros Eler
A Machine Learning Strategy Based on Kittler's Taxonomy to Detect Anomalies and Recognize Contexts Applied to Monitor Water Bodies in Environments. Remote. Sens. 14 (9) (2022)
Rogério Galante Negri, Andréa Eliza O. Luz, Alejandro C. Frery, Wallace Casaca
Mapping Burned Areas with Multitemporal-Multispectral Data and Probabilistic Unsupervised Learning. Remote. Sens. 14 (21) (2022)
Giovana Augusta Benvenuto, Marilaine Colnago, Wallace Casaca
Unsupervised Deep Learning Network for Deformable Fundus Image Registration. ICASSP (2022)
Andréa Eliza O. Luz, Rogério Galante Negri, Klécia G. Massi, Marilaine Colnago, Erivaldo Antonio da Silva, Wallace Casaca
Mapping Fire Susceptibility in the Brazilian Amazon Forests Using Multitemporal Remote Sensing and Time-Varying Unsupervised Anomaly Detection. Remote. Sens. 14 (10) (2022)
Pedro Henrique Moraes Ananias, Rogério Galante Negri, Maurício Araújo Dias, Erivaldo Antonio da Silva, Wallace Casaca
A Fully Unsupervised Machine Learning Framework for Algal Bloom Forecasting in Inland Waters Using MODIS Time Series and Climatic Products. Remote. Sens. 14 (17) (2022)
Wallace Casaca, João Paulo Gois, Harlen Costa Batagelo, Gabriel Taubin, Luis Gustavo Nonato
Laplacian Coordinates: Theory and Methods for Seeded Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 43 (8) (2021)
Rogério Galante Negri, Alejandro C. Frery, Wallace Casaca, Samara Calçado de Azevedo, Maurício Araújo Dias, Erivaldo Antônio da Silva, Enner H. Alcântara
Spectral-Spatial-Aware Unsupervised Change Detection With Stochastic Distances and Support Vector Machines. IEEE Trans. Geosci. Remote. Sens. 59 (4) (2021)
Dayara Basso, Marilaine Colnago, Samara Calçado de Azevedo, Erivaldo Antonio da Silva, Pedro Pina, Wallace Casaca
Combining morphological filtering, anisotropic diffusion and block-based data replication for automatically detecting and recovering unscanned gaps in remote sensing images. Earth Sci. Informatics 14 (3) (2021)
Matias Emir Luemba, Nsiamfumu Kunzayila, Wallace Casaca
Exploratory Analysis and Visualization of Brazilian Forest Data from the Forest Document System of the Brazilian Institute of the Environment. ICCSA (5) (2021)
Fabio Amaral, Wallace Casaca, Cassio M. Oishi, José Alberto Cuminato
Simulating Immunization Campaigns and Vaccine Protection Against COVID-19 Pandemic in Brazil. IEEE Access 9 (2021)
Fabio Amaral, Wallace Casaca, Cassio M. Oishi, José Alberto Cuminato
Towards Providing Effective Data-Driven Responses to Predict the Covid-19 in São Paulo and Brazil. Sensors 21 (2) (2021)
Dayara Basso, Marilaine Colnago, Samara Calçado de Azevedo, Rogério Galante Negri, Wallace Casaca
Automatically Detecting Textual Content in High-Resolution Images. IGARSS (2021)
Wallace Casaca, Daniel P. Ederli, Erivaldo Antonio da Silva, Fernando P. Baixo, Thamires G. Godoy, Marilaine Colnago
Comparing the Performance of Mathematical Morphology and Bhattacharyya Distance for Airport Extraction. IGARSS (2020)
Maurício Araújo Dias, Erivaldo Antônio da Silva, Samara Calçado de Azevedo, Wallace Casaca, Thiago Statella, Rogério Galante Negri
An Incongruence-Based Anomaly Detection Strategy for Analyzing Water Pollution in Images from Remote Sensing. Remote. Sens. 12 (1) (2020)
Marilaine Colnago, Wallace Casaca, Leandro Franco de Souza
A high-order immersed interface method free of derivative jump conditions for Poisson equations on irregular domains. J. Comput. Phys. 423 (2020)
Danilo Motta, Wallace Casaca, Afonso Paiva
Vessel Optimal Transport for Automated Alignment of Retinal Fundus Images. IEEE Trans. Image Process. 28 (12) (2019)
Rogério Galante Negri, Erivaldo Antonio da Silva, Wallace Casaca
Inducing Contextual Classifications With Kernel Functions Into Support Vector Machines. IEEE Geosci. Remote. Sens. Lett. 15 (6) (2018)
Danilo Motta, Wallace Casaca, Paulo A. Pagliosa, Afonso Paiva
A user-friendly interactive framework for unsteady fluid flow segmentation and visualization. J. Vis. 21 (4) (2018)
Danilo Motta, Wallace Casaca, Afonso Paiva
Fundus Image Transformation Revisited: Towards Determining More Accurate Registrations. CBMS (2018)
Erick Gomez Nieto, Wallace Casaca, Danilo Motta, Ivar A. Hartmann, Gabriel Taubin, Luis Gustavo Nonato
Dealing with Multiple Requirements in Geometric Arrangements. IEEE Trans. Vis. Comput. Graph. 22 (3) (2016)
Wallace Casaca, Danilo Motta, Gabriel Taubin, Luis Gustavo Nonato
A user-friendly interactive image inpainting framework using Laplacian coordinates. ICIP (2015)
Wallace Casaca, Marilaine Colnago, Luis Gustavo Nonato
Interactive Image Colorization Using Laplacian Coordinates. CAIP (2) (2015)
Erick Gomez Nieto, Frizzi San Roman, Paulo A. Pagliosa, Wallace Casaca, Elias S. Helou, Maria Cristina Ferreira de Oliveira, Luis Gustavo Nonato
Similarity Preserving Snippet-Based Visualization of Web Search Results. IEEE Trans. Vis. Comput. Graph. 20 (3) (2014)
Wallace Casaca, Luis Gustavo Nonato, Gabriel Taubin
Laplacian Coordinates for Seeded Image Segmentation. CVPR (2014)
Wallace Casaca, Maurílio Boaventura, Marcos Proença de Almeida, Luis Gustavo Nonato
Combining anisotropic diffusion, transport equation and texture synthesis for inpainting textured images. Pattern Recognit. Lett. 36 (2014)
Wallace Casaca, Afonso Paiva, Erick Gomez Nieto, Paulo Joia, Luis Gustavo Nonato
Spectral Image Segmentation Using Image Decomposition and Inner Product-Based Metric. J. Math. Imaging Vis. 45 (3) (2013)
Erick Gomez Nieto, Wallace Casaca, Luis Gustavo Nonato, Gabriel Taubin
Mixed Integer Optimization for Layout Arrangement. SIBGRAPI (2013)
Paulo Joia, Erick Gomez Nieto, João Batista Neto, Wallace Casaca, Glenda Botelho, Afonso Paiva, Luis Gustavo Nonato
Class-specific metrics for multidimensional data projection applied to CBIR. Vis. Comput. 28 (10) (2012)
Wallace Casaca, Erick Gomez Nieto, Cynthia O. L. Ferreira, Geovan Tavares, Paulo A. Pagliosa, Fernando Vieira Paulovich, Luis Gustavo Nonato, Afonso Paiva
Colorization by Multidimensional Projection. SIBGRAPI (2012)
Wallace Casaca, Afonso Paiva, Luis Gustavo Nonato
Spectral Segmentation Using Cartoon-Texture Decomposition and Inner Product-Based Metric. SIBGRAPI (2011)