Alessandro L. Koerich

According to our database1, Alessandro L. Koerich authored at least 97 papers between 1997 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
A Robust Approach for Securing Audio Classification Against Adversarial Attacks.
IEEE Trans. Information Forensics and Security, 2020

Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending.
CoRR, 2020

Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor.
CoRR, 2020

Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network.
Appl. Soft Comput., 2020

2019
Automatic visual inspection of thermoelectric metal pipes.
Signal, Image and Video Processing, 2019

End-to-end environmental sound classification using a 1D convolutional neural network.
Expert Syst. Appl., 2019

Detection of Adversarial Attacks and Characterization of Adversarial Subspace.
CoRR, 2019

Cross-Representation Transferability of Adversarial Perturbations: From Spectrograms to Audio Waveforms.
CoRR, 2019

Tensor Analysis with n-Mode Generalized Difference Subspace.
CoRR, 2019

Universal Adversarial Audio Perturbations.
CoRR, 2019

Incremental and Decremental Fuzzy Bounded Twin Support Vector Machine.
CoRR, 2019

Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents.
CoRR, 2019

Style Transfer Applied to Face Liveness Detection with User-Centered Models.
CoRR, 2019

Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction.
CoRR, 2019

Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition.
CoRR, 2019

Texture CNN for Thermoelectric Metal Pipe Image Classification.
CoRR, 2019

A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning.
CoRR, 2019

Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods.
CoRR, 2019

Histopathologic Image Processing: A Review.
CoRR, 2019

Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network.
CoRR, 2019

Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Emotion Recognition Using Fusion of Audio and Video Features.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Image Retrieval and Pattern Spotting using Siamese Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2019

Double Transfer Learning for Breast Cancer Histopathologic Image Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019

Texture CNN for Thermoelectric Metal Pipe Image Classification.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Texture CNN for Histopathological Image Classification.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018
Document Image Retrieval Using Deep Features.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Fine-Grained Hierarchical Classification of Plant Leaf Images Using Fusion of Deep Models.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017
People Counting in Crowded and Outdoor Scenes using an Hybrid Multi-Camera Approach.
CoRR, 2017

Multiple classifier system for plant leaf recognition.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

A two-step cascade classification method.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Two-stage facial age prediction using group-specific features.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
A flexible hierarchical approach for facial age estimation based on multiple features.
Pattern Recognit., 2016

Native Language Detection Using the I-Vector Framework.
Proceedings of the Interspeech 2016, 2016

Facial expression recognition using a pairwise feature selection and classification approach.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
PKLot - A robust dataset for parking lot classification.
Expert Syst. Appl., 2015

ETS System for AV+EC 2015 Challenge.
Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, 2015

Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Visual and acoustic identification of bird species.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Automatic detection of musicians' ancillary gestures based on video analysis.
Expert Syst. Appl., 2014

An HMM-Based Gesture Recognition Method Trained on Few Samples.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

2013
Fusion of feature sets and classifiers for facial expression recognition.
Expert Syst. Appl., 2013

Network infrastructure design with a multilevel algorithm.
Expert Syst. Appl., 2013

Bird Species Classification Based on Color Features.
Proceedings of the IEEE International Conference on Systems, 2013

Parking Space Detection Using Textural Descriptors.
Proceedings of the IEEE International Conference on Systems, 2013

Improving the Reliability of Music Genre Classification using Rejection and Verification.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Music Genre Recognition Using Gabor Filters and LPQ Texture Descriptors.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
Music genre classification using LBP textural features.
Signal Process., 2012

Music genre classification using dynamic selection of ensemble of classifiers.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Comparing textural features for music genre classification.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Combining Learning Algorithms: An Approach to Markov Decision Processes.
Proceedings of the Enterprise Information Systems - 14th International Conference, 2012

Unified Algorithm to Improve Reinforcement Learning in Dynamic Environments - An Instance-based Approach.
Proceedings of the ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 1, Wroclaw, Poland, 28 June, 2012

2011
An OCR Free Method for Word Spotting in Printed Documents: the Evaluation of Different Feature Sets.
J. UCS, 2011

2D Principal Component Analysis for Face and Facial-Expression Recognition.
Computing in Science and Engineering, 2011

Feature set comparison for automatic bird species identification.
Proceedings of the IEEE International Conference on Systems, 2011

Automatic Bird Species Identification for Large Number of Species.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

Facial expression recognition using ensemble of classifiers.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections.
Signal Process., 2010

Improving automatic music genre classification with hybrid content-based feature vectors.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Evaluation of different feature sets in an OCR free method for word spotting in printed documents.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Selection of Training Instances for Music Genre Classification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Verification of Unconstrained Handwritten Words at Character Level.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009
Combining different biometric traits with one-class classification.
Signal Process., 2009

A Feature Selection Approach for Automatic Music Genre Classification.
Int. J. Semantic Computing, 2009

A Strategy for Converging Dynamic Action Policies.
Proceedings of the IEEE Symposium on Intelligent Agents, IA 2009, part of the IEEE Symposium Series on Computational Intelligence 2009, Nashville, TN, USA, March 30, 2009, 2009

Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
Inspeção Automática de Defeitos em Madeiras de Pinus usando Visão Computacional.
RITA, 2008

Filtering segmentation cuts for digit string recognition.
Pattern Recognit., 2008

A Machine Learning Approach to Automatic Music Genre Classification.
J. Braz. Comp. Soc., 2008

The Latin Music Database.
Proceedings of the ISMIR 2008, 2008

Feature Selection in Automatic Music Genre Classification.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Fusion of biometric systems using one-class classification.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Automatic music genre classification using ensemble of classifiers.
Proceedings of the IEEE International Conference on Systems, 2007

Detection of non-conventional events on video scenes.
Proceedings of the IEEE International Conference on Systems, 2007

People Counting in Low Density Video Sequences.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

Detection and Classification of Human Movements in Video Scenes.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

WEB Image Classification Based on the Fusion of Image and Text Classifiers.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Noise Tolerance in Reinforcement Learning Algorithms.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007

2006
Time-Space Ensemble Strategies for Automatic Music Genre Classification.
Proceedings of the Advances in Artificial Intelligence, 2006

A Hybrid Learning Strategy for Discovery of Policies of Action.
Proceedings of the Advances in Artificial Intelligence, 2006

2005
Recognition and Verification of Unconstrained Handwritten Words.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Combination of homogeneous classifiers for musical genre classification.
Proceedings of the IEEE International Conference on Systems, 2005

Unconstrained handwritten character recognition using metaclasses of characters.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Automatic classification of audio data.
Proceedings of the IEEE International Conference on Systems, 2004

Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

Rejection strategies for handwritten word recognition.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

2003
Large vocabulary off-line handwriting recognition: A survey.
Pattern Anal. Appl., 2003

Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models.
IJDAR, 2003

Improving classification performance using metaclasses.
Proceedings of the IEEE International Conference on Systems, 2003

2002
A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

Fast two-level Viterbi search algorithm for unconstrained handwriting recognition.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
A Distributed Scheme for Lexicon-Driven Handwritten Word Recognition and its Application to Large Vocabulary Problems.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

A Time-Length Constrained Level Building Algorithm for Large Vocabulary Handwritten Word Recognition.
Proceedings of the Advances in Pattern Recognition, 2001

1999
Automatic Storage, Retrieval, and Visualization of Bank Check Images.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1997
A Prototype for Brazilian Bankcheck Recognition.
IJPRAI, 1997

Compression of bank cheque images based on layout knowledge.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Automatic Extraction of Filled-in Information from Bankchecks Based on Prior Knowledge about Layout Structure.
Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997


  Loading...