Dr. Eraldo Ribeiro

Associate Professor of Computer Science
Department of Computer Sciences And Cybersecurity
School of Computing
Florida Institute of Technology
Office: Room 208, Harris Center for Science and Engineering
Email: eribeiro at cs.fit.edu, Phone: (321) 674-8149

About Me    Publications    Students    Teaching   


About me

Eraldo Ribeiro I am an Associate Professor of Computer Sciences at Florida Institute of Technology. In 2001, I was awarded a Ph.D. degree in Computer Vision in the Department of Computer Science at the University of York, U.K. under the supervision of Professor Edwin R. Hancock. Prior to this, I gained a Master of Science Degree with distinction in Computer Science (Image Processing) at the Federal University of Sao Carlos (UFSCar-SP), Brazil in 1995. My first degree is in Mathematics from the University of Salvador, Brazil, 1992. My research interests are in the areas of computer vision and pattern recognition. Ongoing research topics include 3-D shape modeling, image registration, human-motion recognition. I am also working on shape-from-X, texture classification and segmentation, and object recognition. I am an associate editor for the Machine Vision and Applications Journal and for the Journal of Signal, Image, and Video Processing. I am also a frequent reviewer for major journals and conferences in computer vision, image processing, and pattern recognition. I have published over 50 papers in refereed conferences and journals.

Orcid    Research ID    Google Scholar    DBLP


Publications

2017

Variational Nonrigid Registration with Bregman Divergences
Daniela P. L. Ferreira, Eraldo Ribeiro, and Celia Barcelos.
In: Proc. ACM SIGAPP Symposium On Applied Computing (SAC). Marrakesh, Morocco, April 3-7, 2017 (To Appear).

Automated Robust Anuran Classification by Extracting Elliptical Feature Pairs from Audio Spectrograms.
Marcello Tomasini, Katrina Smart, Ronaldo Menezes, Mark Bush, and Eraldo Ribeiro.
In: Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, USA, March 5-9, 2017.

Anuran Call Classification with Deep Learning
Julia Strout, Bryce Rogan, Seyed Mohammad Mahdi Seyednezhad, Mark Bush, and Eraldo Ribeiro.
In: Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, USA, March 5-9, 2017.

2016

Classifying Pollen Using Robust Sequence Alignment of Sparse Z-Stack Volumes
Amar Daood, Eraldo Ribeiro, and Mark Bush.
In: Proc. International Symposium on Visual Computing (ISVC), pp. 331-340. Las Vegas, NV, USA, December 12-14, 2016.

Classifying Pollen Grain Recognition Using Deep Learning
Amar Daood, Eraldo Ribeiro, and Mark Bush.
In: Proc. International Symposium on Visual Computing (ISVC), Las Vegas, NV, USA, December 12-14, 2016.

Pollen Recognition Using a Multi-Layer Hierarchical Classifier
Amar Daood, Eraldo Ribeiro, and Mark Bush.
In: Proc. of IEEE International Conference on Pattern Recognition (ICPR), December 4-8, Cancum, Mexico, 2016.

Pollen Recognition in Optical Microscopy by Matching Multifocal Image Sequences
Roman Filipovych, Amar Daood, Eraldo Ribeiro, and Mark Bush.
In: Proc. of IEEE International Conference on Pattern Recognition (ICPR), December 4-8, Cancum, Mexico, 2016.

Object-Aware Tracking
Ivan Bogun and Eraldo Ribeiro.
In: Proc. of IEEE International Conference on Pattern Recognition (ICPR), December 4-8, Cancum, Mexico, 2016.

Characterization of Football Supporters from Twitter Conversations
Diogo Pacheco, Diego Pinheiro, Fernando Lima-Neto, Eraldo Ribeiro, and Ronaldo Menezes.
In: Proc. of IEEE/WIC/ACM International Conference on Web Intelligence, October 13-16, Omaha, Nebraska, USA, 2016.

MBestStruck: M-Best Diverse Sampling for Structured Tracker.
Ivan Bogun and Eraldo Ribeiro.
In: Proc. of the British Machine Vision Conference (BMVC), September 19-22, York, United Kingdom, 2016.

Robstruck: Improving Occlusion Handling Of Structured Tracking-By-Detection Using Robust Kalman Filter.
Ivan Bogun and Eraldo Ribeiro.
In: Proc. of IEEE International Conference on Image Processing, Phoenix, Arizona, USA, September 25-28, 2016.

Pollen Grain Recognition Using a Multi-layer Feature Decomposition.
Amar Daood, Eraldo Ribeiro, and Mark Bush.
In Proceedings of the International Florida Artificial Intelligence Research Society Conference (FLAIRS), pp. 26-31, Key Largo, Florida, May 16-18, 2016.

Discovering Spatio-Temporal Relationships Among Activities In Videos Using Relational Topic-Transition Model.
Dalwinderjeet Kular and Eraldo Ribeiro.
In Proceedings of the International Florida Artificial Intelligence Research Society Conference (FLAIRS), pp. 63-67, Key Largo, Florida, May 16-18, 2016.

Fast Structured Tracker With Improved Motion Model Using Robust Kalman Filter.
Ivan Bogun and Eraldo Ribeiro.
In C. H. Chen, editor, Handbook of Pattern Recognition and Computer Vision, chapter 3.7, pages 491–508. World Scientific, 2016.

2015

Classifying Frog Calls Using Gaussian Mixture Models.
Dalwinderjeet Kular, Kathryn Hollowood, Olatide Ommojaro, Katrina Smart, Mark Bush, and Eraldo Ribeiro
In Advances in Visual Computing - 11th International Symposium, ISVC 2015, Las Vegas, NV, USA, December 14-16, 2015, Proceedings, Part II, pages 347–354, 2015.

Analyzing Activities In Videos Using Latent Dirichlet Allocation And Granger Causality.
Dalwinder Kular And Eraldo Ribeiro.
In Advances in Visual Computing - 11th International Symposium, ISVC 2015, Las Vegas, NV, USA, December 14-16, 2015, Proceedings, Part I, pages 647–656, 2015.

2014

A Combined Method For Segmentation And Registration For An Advanced And Progressive Evaluation Of Thermal Images.
Emilio Z. Barcelos, Walmir M. Caminhas, Eraldo Ribeiro, Eduardo M. Pimenta, and Reinaldo M. Palhares.
Sensors, 14(11):21950, 2014.

Action Classification Using Sequence Alignment And Shape Context.
Sultan Almotairi and Eraldo Ribeiro
In Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, FLAIRS, Pensacola Beach, Florida, May 21-23, 2014.

Interaction Recognition Using Sparse Portraits.
I. Bogun, H. Khan, J. Chen, and E. Ribeiro.
In Pattern Recognition (ICPR), International Conference on, pages 2531–2536, Aug 2014.

2013

Recognizing Human-object Interactions Using Sparse Subspace Clustering
Ivan Bogun and Eraldo Ribeiro.
In Computer Analysis of Images and Patterns (CAIP), pages 409–416, 2013.

2012

Detecting Singular Patterns In 2D Vector Fields Using Weighted Laurent Polynomial
Wei Liu and Eraldo Ribeiro.
Pattern Recognition, 45(11):3912–3925, 2012.

Incremental Variations Of Image Moments For Nonlinear Image Registration
Wei Liu and Eraldo Ribeiro
Signal, Image and Video Processing, pages 1–10, 2012.

2011

A Survey On Image-based Continuum-body Motion Estimation
Wei Liu and Eraldo Ribeiro.
Image and Vision Computing, 29(8):509 – 523, 2011.

A Higher-order Model For Fluid Motion Estimation
Wei Liu and Eraldo Ribeiro.
In Mohamed Kamel and Aurelio Campilho, editors, Image Analysis and Recognition, volume 6753 of Lecture Notes in Computer Science, pages 325–334. Springer Berlin, Heidelberg, 2011.

Robust Sequence Alignment For Actor-object Interaction Recognition: Discovering Actor-object States
Roman Filipovych and Eraldo Ribeiro.
Computer Vision and Image Understanding, 115(2):177-193, 2011.

2010

Estimating Nonrigid Shape Deformation Using Moments.
Wei Liu and Eraldo Ribeiro.
In 20th International Conference on Pattern Recognition, pages 185-188, 2010.

Scale And Rotation Invariant Detection Of Singular Patterns In Vector Flow Fields.
Wei Liu and Eraldo Ribeiro.
In Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition, S-SSPR, pages 522-531, Berlin, Heidelberg, 2010. Springer-Verlag.

A Meshless Method For Variational Nonrigid 2-d Shape Registration
Wei Liu and Eraldo Ribeiro.
In International Symposium of Visual Computing, Las Vegas, Nevada, pages 262-272, 2010.

A Novel Consistency Regularizer For Meshless Nonrigid Image Registration.
Wei Liu and Eraldo Ribeiro.
In International Symposium of Visual Computing, Las Vegas, Nevada, volume 6454 of Lecture Notes in Computer Science, pages 242-251, 2010.

A Network-centric Epidemic Approach For Automated Image Label Annotation.
Mehdy Bohlool, Ronaldo Menezes, and Eraldo Ribeiro.
In 2nd Workshop on Complex Networks, Rio de Janeiro, Brazil, 2010.

2009

Adaptive Tuboid Shapes For Action Recognition.
Roman Filipovych and Eraldo Ribeiro.
In International Symposium of Visual Computing, Las Vegas, Nevada, 2009.

Determining The Scale Of Interest Regions In Videos
Roman Filipovych and Eraldo Ribeiro.
In IEEE International Conference on Image Processing (ICIP), Egypt, November, 2009.

Learning Structural Models In Multiple Projection Spaces.
Roman Filipovych and Eraldo Ribeiro.
In Image Analysis and Recognition, 6th International Conference, ICIAR 2009, Halifax, Canada, July 6-8}, pages 616-626, 2009.

2008

Learning Human Motion Models From Unsegmented Videos.
Roman Filipovych and Eraldo Ribeiro.
In 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 24-26 June 2008, Anchorage, Alaska, USA, 2008.

Recognizing Primitive Interactions By Exploring Actor-Object States.
Roman Filipovych and Eraldo Ribeiro.
In 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 24-26 June 2008, Anchorage, Alaska, USA, 2008.

Discovering Constrained Substructures In Bayesian Trees Using The E.M. Algorithm.
Roman Filipovych and Eraldo Ribeiro
Image Analysis and Recognition, 5th International Conference, ICIAR 2008, Povoa de Varzim, Portugal, June 25-27}, pages 650-659, 2008.

Automated Image-based Method For Laboratory Screening Of Coating
Eraldo Ribeiro, Shane Stafslien, Franck CassŽ, Maureen Callow J. Callow, Robert Pieper, Justin Daniels, James Bahr, and Dean Webster.
Journal of Combinatorial Chemistry, (10):586-594, May 2008.

2007

Combining models of pose and dynamics for human motion recognition.
Roman Filipovych and Eraldo Ribeiro.
In Advances in Visual Computing, Third International Symposium, ISVC 2007, Lake Tahoe, NV, USA, November 26-28 (2), pages 21–32, 2007.

Probabilistic Combination Of Visual Cues For Object Classification.
Roman Filipovych and Eraldo Ribeiro.
Roman Filipovych and Eraldo Ribeiro. In Advances in Visual Computing, Third International Symposium, ISVC 2007, Lake Tahoe, NV, USA, November 26-28 (1), pages 662–671, 2007.

Human Motion Recognition Using Isomap And Dynamic Time Warping.
Jaron Blackburn and Eraldo Ribeiro.
In Workshop on Human Motion - Understanding, Modeling, Capture and Animation, Second Workshop, Human Motion 2007, Rio de Janeiro, Brazil, pages 285–298, 2007.

Learning Repetitive Patterns For Classifying Non-Rigidly Deforming Texture Surfaces.
Roman Filipovych and Eraldo Ribeiro.
In International Conference on Image Analysis and Processing (ICIAP), Modena, Italy, 2007.

Learning Basic Patterns From Repetitive Texture Surfaces Under Non-Rigid Deformations.
Roman Filipovych and Eraldo Ribeiro.
In International Conference on Image Analysis and recognition (ICIAR), Montreal, Canada., 2007.

Laboratory Screening Of Coating Libraries For Algal Adhesion
Franck Casse, Eraldo Ribeiro, Abdullah Ekin, Dean C. Webster, James A. Callow, and Maureen E. Callow.
Biofouling, (3):1-10, May 2007.

Coral Reef Texture Classification Using Support Vector Machines.
Anand Mehta, Eraldo Ribeiro, Jessica Gilner, and Robert van Woesik.
International Conference of Computer Vision Theory and Applications - VISAPP, Barcelona, Spain, 2007.


Students

Ivan Bogun
Ivan Bogun
Katrina Smart
Katrina Smart
Ioana Policeanu
Ioana Policeanu
Yan Li
Yan Li
Amar Daood
Amar Daood

















Teaching

CSE 5280 - Computer Graphics

CSE 4001 - Operating Systems Concepts