Alexandre Cunha

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 21

Top Topics

Ensemble Learning

Expression Recognition

Multiclass Learning

Cell Segmentation

Top Venues

Int. J. Web Appl.

Publications

Carlos H. C. Pena, Tsang Ing Ren, Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Alexandre Cunha
An Ensemble Learning Method for Segmentation Fusion. IJCNN (2022)
Pedro D. Marrero-Fernández, Ing Ren Tsang, Ing-Jyh Tsang, Fidel A. Guerrero-Peña, Alexandre Cunha
Deep Metric Structured Learning For Facial Expression Recognition. CoRR (2020)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Paul T. Tarr, Tsang Ing Ren, Elliot M. Meyerowitz, Alexandre Cunha
J Regularization Improves Imbalanced Multiclass Segmentation. ISBI (2020)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Alexandre Cunha
A Weakly Supervised Method for Instance Segmentation of Biological Cells. DART/MIL3ID@MICCAI (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Alexandre Cunha
A Weakly Supervised Method for Instance Segmentation of Biological Cells. CoRR (2019)
Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Alexandre Cunha
FERAtt: Facial Expression Recognition With Attention Net. CVPR Workshops (2019)
Alexandre Cunha
Gems - Geometric Median Shapes. ISBI (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Germano Crispim Vasconcelos, Alexandre Cunha
A Multiple Source Hourglass Deep Network for Multi-Focus Image Fusion. CoRR (2019)
Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Alexandre Cunha
FERAtt: Facial Expression Recognition with Attention Net. CoRR (2019)
Dennis Eschweiler, Thiago Vallin Spina, Rohan C. Choudhury, Elliot Meyerowitz, Alexandre Cunha, Johannes Stegmaier
CNN-Based Preprocessing to Optimize Watershed-Based Cell Segmentation in 3D Confocal Microscopy Images. ISBI (2019)
Alexandre Cunha, Fernando L. Almeida
Online Social and Financial Management Medium for Non-business Enterprises. Int. J. Web Appl. 11 (3) (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Paul T. Tarr, Tsang Ing Ren, Elliot M. Meyerowitz, Alexandre Cunha
J Regularization Improves Imbalanced Multiclass Segmentation. CoRR (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Mary Yui, Ellen Rothenberg, Alexandre Cunha
Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells. ICIP (2018)
Thiago Vallin Spina, Johannes Stegmaier, Alexandre X. Falcão, Elliot Meyerowitz, Alexandre Cunha
SEGMENT3D: A web-based application for collaborative segmentation of 3D images used in the shoot apical meristem. ISBI (2018)
Dennis Eschweiler, Thiago Vallin Spina, Rohan C. Choudhury, Elliot Meyerowitz, Alexandre Cunha, Johannes Stegmaier
CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in 3D Confocal Microscopy Images. CoRR (2018)
Fernando L. Almeida, Alexandre Cunha
Digital Donation Platform for Nonprofit and Charity Organizations. Int. J. Inf. Commun. Technol. Hum. Dev. 10 (3) (2018)
Johannes Stegmaier, Thiago Vallin Spina, Alexandre X. Falcão, Andreas Bartschat, Ralf Mikut, Elliot Meyerowitz, Alexandre Cunha
Cell segmentation in 3D confocal images using supervoxel merge-forests with CNN-based hypothesis selection. ISBI (2018)
Alexandre Cunha
Geometric Median Shapes. CoRR (2018)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Mary Yui, Ellen Rothenberg, Alexandre Cunha
Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells. CoRR (2018)
Thiago Vallin Spina, Johannes Stegmaier, Alexandre X. Falcão, Elliot Meyerowitz, Alexandre Cunha
SEGMENT3D: A Web-based Application for Collaborative Segmentation of 3D images used in the Shoot Apical Meristem. CoRR (2017)
Johannes Stegmaier, Thiago Vallin Spina, Alexandre X. Falcão, Andreas Bartschat, Ralf Mikut, Elliot Meyerowitz, Alexandre Cunha
Cell Segmentation in 3D Confocal Images using Supervoxel Merge-Forests with CNN-based Hypothesis Selection. CoRR (2017)
Kelvin T. Leung, Alexandre Cunha, Arthur W. Toga, Douglas Stott Parker Jr.
Developing Image Processing Meta-Algorithms with Data Mining of Multiple Metrics. Comput. Math. Methods Medicine 2014 (2014)
Kelvin T. Leung, Douglas Stott Parker Jr., Alexandre Cunha, Cornelius Hojatkashani, Ivo D. Dinov, Arthur W. Toga
IRMA: An Image Registration Meta-algorithm. SSDBM (2008)
Jérôme Darbon, Alexandre Cunha, Tony F. Chan, Stanley J. Osher, Grant J. Jensen
Fast nonlocal filtering applied to electron cryomicroscopy. ISBI (2008)
Alexandre Cunha, Jérôme Darbon, Tony F. Chan, Arthur W. Toga
Fast and Accurate Feature Detection and Triangulation Using Total Variation Filtering of Biological Images. ISBI (2007)
David E. Cardoze, Alexandre Cunha, Gary L. Miller, Todd Phillips, Noel Walkington
A Bézier-based approach to unstructured moving meshes. SCG (2004)