Alessandro Lameiras Koerich
Alessandro Lameiras Koerich
B.Ing (UFSC, Brésil), M.Sc. (UNICAMP, Brésil), Ph.D. (ÉTS)
Professeur
Département de génie logiciel et des TI

Current Projects

Efficient Machine Learning Methods for Big Data Analytics
NSERC Discovery grant ($110k).

2016-2020

   
 

Past Projects
   

Dynamic Selection of Classifiers for Real Environments STIC-AmSud
CAPES Int’l research grant ($25k). Joint project with Alceu S. Britto Jr. (PUCPR), PI Luiz E. S. Oliveira (UFPR), Laurent Heutte (U Rouen - France) and José Saavedra (U Chile/PUC Chile/Orand)

 

2014-2016

   

Dynamic Selection of Classifiers for Pattern Recognition Problems
CNPq research grant ($30k). Joint project with Alceu S. Britto Jr. (PUCPR) and PI Luiz E. S. Oliveira (UFPR).

2014-2016

   

Large-Scale Music Information Retrieval [PI]
Single-PI CAPES / Fulbright-USA Int'l research grant ($30k) to spend the fall term at the Laboratory for the Recognition and Organization of Speech and Audio at the Columbia University in the City of New York with Dan Ellis.

2013-2013

 

A Oracle Modeling for Dynamic Selection of Classifier Ensembles
CNPq research grant ($20k). Joint project with PI Alceu S. Britto Jr. (PUCPR) and Luiz E. S. Oliveira (UFPR).

2012-2014

 

A Dynamic Approach for Selecting Subset of Classifiers
Araucaria Foundation research grant ($20k). Joint project with PI Alceu S. Britto Jr. (PUCPR) and Luiz E. S. Oliveira (UFPR).

2012-2014

 

Information Fusion for Dynamic Classification Problems [PI]
CNPq career program ($40k).

2011-2013

 

A Computer Vision Framework for Urban Traffic Management
CNPq development grant to UFPR ($50k). Joint project with PI Luiz E. S. Oliveira (UFPR) and Alceu S. Britto Jr. (PUCPR).

2010-2012

 

Music Genre Recognition [PI]
CAPES / FCT-Portugal int’l research grant to PUCPR ($70k). Joint project with Luiz E. S. Oliveira (UFPR), Alceu S. Britto Jr. (PUCPR), and Co-PI Fabien Gouyon (INESC-Porto), Portugal.

2009-2012

 

Brazilian Bird Sing Classification: A Machine Learning Approach
CNPq  / Araucaria Foundation research grants ($20k + $15k). Joint project with PI Celso A.A. Kaestner (UTFPR) and Carlos N. Silla Jr. (UTFPR).

2009-2012

 

Creating Flexible Systems using Incremental Learning
Araucaria Foundation research grant to UFPR ($25k). Joint project with PI Luiz E. S. Oliveira (UFPR) and Alceu S. Britto Jr. (PUCPR).

2009-2011

 

Surveillance of Environment Using Intelligent Scene Analysis [PI]
CNPq research grant to PUCPR ($85k). Joint project with Luiz E. S. Oliveira (UFPR) and Alceu S. Britto Jr. (PUCPR).

2009-2012

 

Advanced Machine Vision for Inspection in Non-Visible Spectrum.
Araucaria Foundation / FINEP development grant ($50k) to InviSys. Joint project with PI Luiz E. S. Oliveira (InviSys) and Alceu S. Britto Jr. (InviSys).

2009-2010

 

Semantic Analysis of Multimedia Content [PI]
CNPq research grant to PUCPR ($100k). Joint project with Luiz E. S. Oliveira (UFPR) and Alceu S. Britto Jr. (PUCPR).

2008-2011

   

Intelligent Management of Digital Photography [PI]
FINEP innovation grant ($500k) to InviSys. Joint project with Luiz E. S. Oliveira (InviSys) and Alceu S. Britto Jr. (InviSys).

2008-2011

 

Multimodal Biometrics
FINEP innovation grant ($500k) to InviSys. Joint project with PI Luiz E. S. Oliveira (InviSys) and Alceu S. Britto Jr. (InviSys).

2008-2011

 

Detection of Fractures and Cracks in Steel Parts using Computer Vision
CNPq R&D grant ($50k) to InviSys. Joint project with Luiz E. S. Oliveira (InviSys) and PI Alceu S. Britto Jr. (InviSys).

2008-2010

 

Fusion of Multiple Camera Information [PI]
CNPq research grant to PUCPR ($30k). Joint project with Luiz E. S. Oliveira (UFPR) and Alceu S. Britto Jr. (PUCPR).

2007-2010

 

Electronics Embedded Systems Laboratory [PI]
FINEP lab development grant ($150k) to PUCPR. Joint project with James A. Baraniuk (PUCPR), Afonso F. Miguel (PUCPR), Ivan J. Chueiri (PUCPR), Lourival L. Junior (PUCPR), Altair O. Santin (PUCPR), Percy Nohama (PUCPR), and Voldi C. Zambenedetti (PUCPR).

2007-2009

 

Multisensor Network for Surveillance of Urban Environments [PI]
CNPq research grant to PUCPR ($50k). Joint project with Luiz E. S. Oliveira (UFPR) and Alceu S. Britto Jr. (PUCPR).

2007-2009

 

Integration of Multiple Camera Information for Intelligent Surveillance of Complex Environments [PI]
CNPq research grant to PUCPR ($50k). Joint project with Luiz E. S. Oliveira (UFPR) and Alceu S. Britto Jr. (PUCPR).

2007-2009

 

Strategies for Supervised Incremental Learning
CNPq research grant to UFPR ($20k). Joint project with PI Luiz E. S. Oliveira (UFPR) and Alceu S. Britto Jr. (PUCPR).

2007-2009

 

Machine Vision for Industrial Application - Part 2
Araucaria Foundation / FINEP innovation grant ($100k) to InviSys. Joint project with PI Luiz E. S. Oliveira (InviSys) and Alceu S. Britto Jr. (InviSys).

2006-2008

 

Analysis and Design of Multiple Classifier Systems for Large Scale Applications [PI]
CNPq career program ($40k).

2005-2008

 

Wood Inspection Using Machine Vision
CNPq R&D grant ($50k) to InviSys. Joint project with Luiz E. S. Oliveira (InviSys) and PI Alceu S. Britto Jr. (InviSys).

2006-2008

 

Segmentation of Handwritten Digits: An Approach Based on the Ideal Segmentation Path
CNPq research grant to PUCPR ($43k). Joint project with Luiz E. S. Oliveira (UFPR) and  PI Alceu S. Britto Jr. (PUCPR).

2005-2007

 

Computer Vision for Business Intelligence [PI]
CNPq R&D grant ($100k) to InviSys. Joint project with Luiz E. S. Oliveira (InviSys) and Alceu S. Britto Jr. (InviSys).

2005-2008

 

Computer Vision Systems for Industrial Applications: Software Development
CNPq R&D grant ($50k) to InviSys. Joint project with Luiz E. S. Oliveira (InviSys) and PI Alceu S. Britto Jr. (InviSys).

2004-2008

 

Machine Vision for Industrial Application - Part 1
Araucaria Foundation / FINEP innovation grant ($100k) to InviSys. Joint project with PI Luiz E. S. Oliveira (InviSys) and Alceu S. Britto Jr. (InviSys).

2004-2005

 

A Multimodal Approach for Multimedia Content Analysis [PI]
Araucaria Foundation research grant ($5k) to PUCPR.

2003-2007

 

 




Me joindre

Bureau : A-4487
Téléphone : 514 396-8574
Télécopieur : 514 396-8405

alessandro.lameiras-koerich@etsmtl.ca

Nouvelles

Paper accepted at the IEEE SMC 2017
Multiple Classifier System for Plant Leaf Recognition 
Paper accepted at the IEEE ICASSP 2017
Two-Stage Facial Age Prediction using Group-Specific Features 
Paper accepted at the INTERSPEECH 2016
Native Language Detection using the I-Vector Framework 
Paper accepted at the IEEE IJCNN 2016
Facial Expression Recognition Using a Pairwise Feature Selection 
Paper accepted at Pattern Recognition
A Flexible Hierarchical Approach For Facial Age Estimation 
Paper accepted at the ACM Multimedia 2015
Paper accepted for the AV+EC 2015 Challenge at the ACM Multimedia 2015. 
Paper published at Expert Systems
PKLot – A robust dataset for parking lot classification.