Research
Data Science
BENVENUTO, GIOVANA A.; COLNAGO, MARILAINE; DIAS, MAURÍCIO A.; NEGRI, ROGÉRIO G.; SILVA, ERIVALDO A.; CASACA, WALLACE. A Fully Unsupervised Deep Learning Framework for Non-Rigid Fundus Image Registration. Bioengineering, v. 9, p. 369, 2022. PDF
RAMOS, LUCAS; COLNAGO, MARILAINE; CASACA, WALLACE . Data-driven analysis and machine learning for energy prediction in distributed photovoltaic generation plants: A case study in Queensland, Australia. Energy Reports, v. 8, p. 745-751, 2022. PDF
LEME, JOÃO VITOR; CASACA, WALLACE; COLNAGO, MARILAINE; DIAS, MAURÍCIO ARAÚJO. Towards Assessing the Electricity Demand in Brazil: Data-Driven Analysis and Ensemble Learning Models. Energies, v. 13, p. 1407, 2020. PDF
PAULA, MATHEUS. P.; COLNAGO, MARILAINE; FIDALGO, J. NUNO; CASACA, WALLACE. Predicting Long-Term Wind Speed in Wind Farms of Northeast Brazil: A Comparative Analysis Through Machine Learning Models. IEEE Latin America Transactions, v. 18, p. 2011-2018, 2020. PDF
Scientific Congress
BENVENUTO, GIOVANA AUGUSTA; COLNAGO, MARILAINE; CASACA, WALLACE. Unsupervised Deep Learning Network for Deformable Fundus Image Registration. In: ICASSP 2022 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, Singapore. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. p. 1281. LINK
COLNAGO, MARILAINE; CASACA, WALLACE; OISHI, CÁSSIO MACHIAVELI ; AMARAL, FÁBIO VINICIUS ; CUMINATO, JOSÉ ALBERTO . Lockdown contra a Covid-19 funciona ou não? Um estudo de caso com o município de Araraquara. In: CNMAC 2021 XL Congresso Nacional de Matemática Aplicada e Computacional, 2021, 2021. v. 8. PDF
PAULA, MATHEUS DE; COLNAGO, MARILAINE; CASACA, WALLACE. Redes Neurais MLP e NARX Aplicadas na Previsão da Velocidade do Vento em Parques Eólicos do Estado da Bahia. In: CNMAC 2019 XXXIX Congresso Nacional de Matemática Aplicada e Computacional, 2020, 2019. v. 7. PDF
Remote Sensing
LUZ, ANDRÉA ELIZA O. ; NEGRI, ROGÉRIO G. ; MASSI, KLÉCIA G. ; COLNAGO, MARILAINE ; SILVA, ERIVALDO A. ; CASACA, WALLACE . Mapping Fire Susceptibility in the Brazilian Amazon Forests Using Multitemporal Remote Sensing and Time-Varying Unsupervised Anomaly Detection. Remote Sensing, v. 14, p. 2429, 2022. PDF
BASSO, DAYARA ; COLNAGO, MARILAINE ; AZEVEDO, SAMARA; SILVA, ERIVALDO ; PINA, PEDRO ; CASACA, WALLACE . Combining morphological filtering, anisotropic diffusion and block-based data replication for automatically detecting and recovering unscanned gaps in remote sensing images. Earth Science Informatics, v. 1, p. 1, 2021. PDF
AZEVEDO, SAMARA; SILVA, ERIVALDO; COLNAGO, MARILAINE.; NEGRI, ROGÉRIO G..; CASACA, WALLACE. Shadow detection using object area-based and morphological filtering for very high-resolution satellite imagery of urban areas. Journal of Applied Remote Sensing. 13(3), 2019. PDF
Scientific Congress
BASSO, DAYARA ; COLNAGO, MARILAINE ; AZEVEDO, SAMARA ; NEGRI, ROGERIO G. ; CASACA, WALLACE. Automatically Detecting Textual Content in High-Resolution Images. In: IGARSS 2021 2021 IEEE International Geoscience and Remote Sensing Symposium, 2021, Brussels. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021. p. 4204. LINK
PEREIRA BASSO, DAYARA ; COLNAGO, MARILAINE ; CASACA, WALLACE. Um Método Não-Supervisionado de Detecção de Oclusões Textuais para Imagens de Sensoriamento Remoto. In: CNMAC 2019 XXXIX Congresso Nacional de Matemática Aplicada e Computacional, 2020, 2019. v. 7. PDF
CASACA, WALLACE ; EDERLI, DANIEL P. ; SILVA, ERIVALDO ; BAIXO, FERNANDO P. ; GODOY, THAMIRES G. ; COLNAGO, MARILAINE . Comparing the Performance of Mathematical Morphology and Bhattacharyya Distance for Airport Extraction. In: IGARSS 2020 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, Waikoloa. IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020. p. 529. LINK
Numerical Analysis
COLNAGO, MARILAINE; CASACA, WALLACE; DE SOUZA, LEANDRO FRANCO. A high-order immersed interface method free of derivative jump conditions for poisson equations on irregular domains. Journal of Computational Physics, v. 423, p. 109791, 2020. LINK
Scientific Congress
COLNAGO, M; REIS, GABRIELA A. DOS; TASSO, ITALO V. M.; SOUZA, LEANDRO F. DE. Método de Interface Imersa de Alta Ordem para o Cálculo de Derivadas de Funções Descontínuas. In: XXXV CNMAC Congresso Nacional de Matemática Aplicada e Computacional, 2015. v. 3. PDF
COLNAGO, M.; SOUZA, L. F. High-order Immersed Interface Method to solve the pressure Poisson equation. In: Jornada de Escoamentos Multifásicos, 2015, Campinas. EBECEM Proceedings. PDF
COLNAGO, M.; MENEGUETTE, M. ; NOGUEIRA, J. R. . Analysis of Method of Lines for Resolution of Convection-Diffusion Equation. In: III MACI - Congreso de Matemática Aplicada, Computacional e Industrial, 2011, Bahia Blanca, Argentina. Anales del III Congreso de Matemática Aplicada, Computacional e Industrial. Bahia Blanca: ASAMACI, 2011. v. 3. p. 743-746. PDF
Image Processing
Chapter Book
CASACA, W.; COLNAGO, M.; Nonato, L. G. Interactive Image Colorization Using Laplacian Coordinates. Lecture Notes in Computer Science. 2ed.: Springer International Publishing, 2015, 675-686. PDF
Scientific Congress
MONTRONI, GUILHERME VALDERRAMOS; COLNAGO, MARILAINE; CASACA, WALLACE. Inpainting Digital Via Replicação por Blocos e o Método SPH. In: CNMAC 2021 XL Congresso Nacional de Matemática Aplicada e Computacional, 2021. v. 8. PDF
FACCIO, T. A. ; COLNAGO, M. ; CASACA, W. . Análise de Características na Tarefa de Segmentação Interativa de Imagens Digitais. In: XIII Encontro Acadêmico de Modelagem Computacional, 2020, Petrópolis. Anais do XIII Encontro Acadêmico de Modelagem Computacional. Petrópolis: LNCC, 2020. v. 13. p. 103-112.
Education
Scientific Congress
COLNAGO, M.; da SILVA, L. E.; HONÓRIO, T. B.; LANZELOTTI, S. V.; CASACA, W. As representações de gênero nas questões de Matemática do ENEM. In: CNMAC 2021 XL Congresso Nacional de Matemática Aplicada e Computacional, 2021. v. 8. PDF
COLNAGO, M.; SOUZA, B. G. ; CASACA, WALLACE . Discalculia: um estudo de práticas pedagógicas e formação docente. In: VI Encontro Regional de Matemática Aplicada e Computacional, 2019, Bauru, SP. Caderno de trabalhos completos e resumos do VI ERMAC, 2019.