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ORCIDWallace Casaca
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- affiliation (PhD 2014): University of São Paulo, Brazil
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Books and Theses
- 2014
[b1]Wallace Correa de Oliveira Casaca:
Estudo do Laplaciano do grafo para o problema de clusterização espectral e segmentação interativa de imagens. University of São Paulo, Brazil, 2014
Journal Articles
- 2023
- [j25]Larissa M. P. Parra, Fabrícia C. Santos, Rogério Galante Negri, Marilaine Colnago, Adriano Bressane, Maurício Araújo 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): 3257-3267 (2023) - [j24]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: 24-38 (2023) - [j23]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): 4085 (2023) - [j22]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): 5760 (2023) - [j21]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: 100482 (2023) - [j20]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: 100518 (2023) - 2022
- [j19]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): 2222 (2022) - [j18]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): 2429 (2022) - [j17]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): 4283 (2022) - [j16]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): 5413 (2022) - 2021
- [j15]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: 126011-126022 (2021) - [j14]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): 1145-1158 (2021) - [j13]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): 2665-2681 (2021) - [j12]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): 540 (2021) - [j11]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): 2863-2876 (2021) - 2020
- [j10]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: 109791 (2020) - [j9]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): 43 (2020) - 2019
- [j8]Danilo Motta, Wallace Casaca, Afonso Paiva:
Vessel Optimal Transport for Automated Alignment of Retinal Fundus Images. IEEE Trans. Image Process. 28(12): 6154-6168 (2019) - 2018
- [j7]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): 625-636 (2018) - [j6]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): 962-966 (2018) - 2016
- [j5]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): 1223-1235 (2016) - 2014
- [j4]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: 36-45 (2014) - [j3]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): 457-470 (2014) - 2013
- [j2]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): 227-238 (2013) - 2012
- [j1]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): 1027-1037 (2012)
Conference and Workshop Papers
- 2023
- [c14]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: 19-31 - 2022
- [c13]Giovana Augusta Benvenuto, Marilaine Colnago, Wallace Casaca:
Unsupervised Deep Learning Network for Deformable Fundus Image Registration. ICASSP 2022: 1281-1285 - 2021
- [c12]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: 145-159 - [c11]Dayara Basso, Marilaine Colnago, Samara Calçado de Azevedo, Rogério Galante Negri, Wallace Casaca:
Automatically Detecting Textual Content in High-Resolution Images. IGARSS 2021: 4204-4207 - 2020
- [c10]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: 529-532 - 2018
- [c9]Danilo Motta, Wallace Casaca, Afonso Paiva:
Fundus Image Transformation Revisited: Towards Determining More Accurate Registrations. CBMS 2018: 227-232 - 2017
- [c8]Rogério Galante Negri, Wallace C. O. Casaca, Erivaldo Antonio da Silva:
Region-Based Classification of PolSAR Data Through Kernel Methods and Stochastic Distances. CIARP 2017: 433-440 - 2015
- [c7]Wallace Casaca, Marilaine Colnago, Luis Gustavo Nonato:
Interactive Image Colorization Using Laplacian Coordinates. CAIP (2) 2015: 675-686 - [c6]Wallace Casaca, Danilo Motta, Gabriel Taubin, Luis Gustavo Nonato:
A user-friendly interactive image inpainting framework using Laplacian coordinates. ICIP 2015: 862-866 - 2014
- [c5]Wallace Casaca, Luis Gustavo Nonato, Gabriel Taubin:
Laplacian Coordinates for Seeded Image Segmentation. CVPR 2014: 384-391 - 2013
- [c4]Erick Gomez Nieto, Wallace Casaca, Luis Gustavo Nonato, Gabriel Taubin:
Mixed Integer Optimization for Layout Arrangement. SIBGRAPI 2013: 115-122 - 2012
- [c3]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: 32-38 - 2011
- [c2]Wallace Casaca, Afonso Paiva, Luis Gustavo Nonato:
Spectral Segmentation Using Cartoon-Texture Decomposition and Inner Product-Based Metric. SIBGRAPI 2011: 266-273 - 2009
- [c1]Wallace Correa de Oliveira Casaca, Maurílio Boaventura:
A Regularized Nonlinear Diffusion Approach for Texture Image Denoising. SIBGRAPI 2009: 164-171
Coauthor Index
aka: Erivaldo Antônio da Silva
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