Ricardo José Ferrari

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 22

Top Topics

Feature Extractors

Phase Congruency

Landmark Points

Top Venues

Medical Biol. Eng. Comput.

Publications

Lucas José Cruz de Mendonça, Ricardo José Ferrari, Alzheimer's Disease Neuroimaging Initiative
Alzheimer's disease classification based on graph kernel SVMs constructed with 3D texture features extracted from MR images. Expert Syst. Appl. 211 (2023)
Katia Maria Poloni, Ricardo José Ferrari
Automated detection, selection and classification of hippocampal landmark points for the diagnosis of Alzheimer's disease. Comput. Methods Programs Biomed. 214 (2022)
Katia Maria Poloni, Ricardo José Ferrari, Alzheimer's Disease Neuroimaging Initiative
A deep ensemble hippocampal CNN model for brain age estimation applied to Alzheimer's diagnosis. Expert Syst. Appl. 195 (2022)
Katia Maria Poloni, Italo Antonio Duarte de Oliveira, Roger Tam, Ricardo José Ferrari, Alzheimer's Disease Neuroimaging Initiative
Brain MR image classification for Alzheimer's disease diagnosis using structural hippocampal asymmetrical attributes from directional 3-D log-Gabor filter responses. Neurocomputing 419 (2021)
Bruno César Gregório da Silva, Roger Tam, Ricardo José Ferrari
Detecting cells in intravital video microscopy using a deep convolutional neural network. Comput. Biol. Medicine 129 (2021)
Marcelo R. Moura Araújo, Katia Maria Poloni, Ricardo José Ferrari
Assessment of Linear and Non-linear Feature Projections for the Classification of 3-D MR Images on Cognitively Normal, Mild Cognitive Impairment and Alzheimer's Disease. ICCSA (2) (2021)
Fernando N. Frascá, Katia Maria Poloni, Ricardo José Ferrari
Automatic Extraction of the Midsagittal Surface from T1-Weighted MR Brain Images Using a Multiscale Filtering Approach. ICCSA (2) (2021)
Italo Antonio Duarte de Oliveira, Katia Maria Poloni, Ricardo José Ferrari
Exploring Hippocampal Asymmetrical Features from Magnetic Resonance Images for the Classification of Alzheimer's Disease. CBMS (2020)
Matheus Müller Korb, Ricardo José Ferrari
Automatic Positioning of Hippocampus Deformable Mesh Models in Brain MR Images Using a Weighted 3D-SIFT Technique. ICCSA (2) (2020)
Bruno César Gregório da Silva, Ricardo José Ferrari
Exploring Deep Convolutional Neural Networks as Feature Extractors for Cell Detection. ICCSA (2) (2020)
Paulo G. L. Freire, Marcos Hideki Idagawa, Enedina Maria Lobato de Oliveira, Nitamar Abdala, Henrique Carrete, Ricardo José Ferrari
Classification of Active Multiple Sclerosis Lesions in MRI Without the Aid of Gadolinium-Based Contrast Using Textural and Enhanced Features from FLAIR Images. ICCSA (2) (2020)
Paulo G. L. Freire, Ricardo José Ferrari
Multiple sclerosis lesion enhancement and white matter region estimation using hyperintensities in FLAIR images. Biomed. Signal Process. Control. 49 (2019)
Bruno César Gregório da Silva, Juliana Carvalho-Tavares, Ricardo José Ferrari
Detecting and tracking leukocytes in intravital video microscopy using a Hessian-based spatiotemporal approach. Multidimens. Syst. Signal Process. 30 (2) (2019)
Katia Maria Poloni, Ricardo José Ferrari
Detection and Classification of Hippocampal Structural Changes in MR Images as a Biomarker for Alzheimer's Disease. ICCSA (1) (2018)
Paulo Guilherme de Lima Freire, Bruno César Gregório da Silva, Carlos Henrique Villa Pinto, Camilo Aparecido Ferri Moreira, Ricardo José Ferrari
Midsaggital Plane Detection in Magnetic Resonance Images Using Phase Congruency, Hessian Matrix and Symmetry Information: A Comparative Study. ICCSA (1) (2018)
Katia Maria Poloni, Carlos Henrique Villa Pinto, Breno da Silveira Souza, Ricardo José Ferrari
Construction and Application of a Probabilistic Atlas of 3D Landmark Points for Initialization of Hippocampus Mesh Models in Brain MR Images. ICCSA (1) (2018)
Paulo Guilherme de Lima Freire, Ricardo José Ferrari
Multiple sclerosis lesion enhancement and white matter region estimation using hyperintensities in FLAIR images. CoRR (2018)
Jonas de Carvalho Felinto, Katia Maria Poloni, Paulo Guilherme de Lima Freire, Jessica Bianca Aily, Aline Castilho de Almeida, Maria Gabriela Pedroso, Stela Márcia Mattiello, Ricardo José Ferrari
Automatic Segmentation and Quantification of Thigh Tissues in CT Images. ICCSA (1) (2018)
Paulo Guilherme de Lima Freire, Ricardo José Ferrari
Automatic iterative segmentation of multiple sclerosis lesions using Student's t mixture models and probabilistic anatomical atlases in FLAIR images. Comput. Biol. Medicine 73 (2016)
Carlos Henrique Villa Pinto, Ricardo José Ferrari
Initialization of deformable models in 3D magnetic resonance images guided by automatically detected phase congruency point landmarks. Pattern Recognit. Lett. 79 (2016)
Kathiani Elisa de Souza, Bruno César Gregório da Silva, Juliana Carvalho-Tavares, Ricardo José Ferrari
Detecção de leucócitos em imagens de vídeo de microscopia intravital usando a técnica de congruência de fase. RITA 23 (2) (2016)
Ricardo José Ferrari, Carlos Henrique Villa Pinto, Camilo A. Ferri Moreira
Detection of the midsagittal plane in MR images using a sheetness measure from eigenanalysis of local 3D phase congruency responses. ICIP (2016)
Carlos Henrique Villa Pinto, Bruno César Gregório da Silva, Paulo Guilherme de Lima Freire, Danielle Bernardes, Juliana Carvalho-Tavares, Ricardo José Ferrari
Deconvolução Cega Aplicada à Correção de Artefatos de Movimento em Imagens de Vídeo de Microscopia Intravital para Detecção Automática de Leucócitos. RITA 22 (1) (2015)
Bruno César Gregório da Silva, Ricardo José Ferrari, Juliana Carvalho-Tavares
Detection of Leukocytes in Intravital Video Microscopy Based on the Analysis of Hessian Matrix Eigenvalues. SIBGRAPI (2015)
Ricardo José Ferrari, Carlos Henrique Villa Pinto, Bruno César Gregório da Silva, Danielle Bernardes, Juliana Carvalho-Tavares
Automatic detection of motion blur in intravital video microscopy image sequences via directional statistics of log-Gabor energy maps. Medical Biol. Eng. Comput. 53 (2) (2015)
Paulo Guilherme de Lima Freire, Ricardo José Ferrari
Do multiple sclerosis lesions affect the outcome of magnetic resonance image registration? RITA 21 (2) (2014)
Ricardo José Ferrari
Off-line determination of the optimal number of iterations of the robust anisotropic diffusion filter applied to denoising of brain MR images. Medical Biol. Eng. Comput. 51 (1-2) (2013)
Ricardo José Ferrari, Stéphane Allaire, Andrew Hope, John J. Kim, David A. Jaffray, Vladimir Pekar
Detection of point landmarks in 3D medical images via phase congruency model. J. Braz. Comput. Soc. 17 (2) (2011)
Yuri Saito, Ricardo José Ferrari, Jefferson Teixeira, Paulo M. Azevedo-Marques, André C. P. L. F. de Carvalho, Antonio Carlos dos Santos
Modelo Estatístico para a Determinação do Número Ótimo de Iterações do Filtro de Difusão Anisotrópica Aplicado à Redução de Ruído de Imagens de Ressonância Magnética do Cérebro. RITA 17 (1) (2010)
Ricardo José Ferrari, Kimberley A. Hill, Donald B. Plewes, Anne L. Martel
Can Bilateral Asymmetry Analysis of Breast MR Images Provide Additional Information for Detection of Breast Diseases? SIBGRAPI (2008)
Ricardo José Ferrari, Hong Zhang, C. Ronald Kube
Real-time detection of steam in video images. Pattern Recognit. 40 (3) (2007)
Rangaraj M. Rangayyan, Ricardo José Ferrari, Annie France Frère
Analysis of bilateral asymmetry in mammograms using directional, morphological, and density features. J. Electronic Imaging 16 (1) (2007)
Ricardo José Ferrari, Robin Winsor
Digital Radiographic Image Denoising Via Wavelet-Based Hidden Markov Model Estimation. J. Digit. Imaging 18 (2) (2005)
Ricardo José Ferrari, Rangaraj M. Rangayyan, J. E. Leo Desautels, R. A. Borges, Annie France Frère
Automatic identification of the pectoral muscle in mammograms. IEEE Trans. Medical Imaging 23 (2) (2004)
Ricardo José Ferrari, Xingchang Wei, Yunyan Zhang, James N. Scott, Joseph Ross Mitchell
Segmentation of multiple sclerosis lesions using support vector machines. Medical Imaging: Image Processing (2003)
Yunyan Zhang, Hongmei Zhu, Ricardo José Ferrari, Xingchang Wei, Michael Eliasziw, Luanne M. Metz, Joseph Ross Mitchell
Texture Analysis of MR Images of Minocycline Treated MS Patients. MICCAI (1) (2003)
Ricardo José Ferrari, Rangaraj M. Rangayyan, J. E. Leo Desautels, Annie France Frère
Analysis of Asymmetry in Mammograms via Directional Filtering with Gabor Wavelets. IEEE Trans. Medical Imaging 20 (9) (2001)
Sérgio Koodi Kinoshita, Paulo M. Azevedo-Marques, Annie France Frère, Heitor R. C. Marana, Ricardo José Ferrari, Roberto Rodrigues Pereira
Comparative of shape and texture features in classifications of breast masses in digitized mammograms. Medical Imaging: Image Processing (2000)
Rangaraj M. Rangayyan, Ricardo José Ferrari, J. E. Leo Desautels, Annie France Frère
Directional Analysis of Images with Gabor Wavelets. SIBGRAPI (2000)
S. K. Kinoshita, P. M. A. Marques, A. F. F. Slaets, Heitor R. C. Marana, Ricardo José Ferrari
Detection and Characterization of Mammographic Masses by Artificial Neural Network. Digital Mammography / IWDM (1998)
Ricardo José Ferrari, Annie France Frère, P. M. A. Marques, S. K. Kinoshita, L. A. R. Spina, R. L. Villela
Comparative Evaluation of Statistical Pattern Recognition Techniques for the Classification of Breast Lesions. Digital Mammography / IWDM (1998)