Ing Ren Tsang

According to our database, Ing Ren Tsang authored at least 126 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Vector Representation and Machine Learning for Short-Term Photovoltaic Power Prediction.

Renan Costa, Alexandre Costa, Olga Vilela, Tsang Ing Ren

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Combining Structured and Unstructured Data using Co-Attention for Car Price Prediction.

Giovanni Carvalho, Darniton Viana, Luciano Barbosa, Tsang Ing Ren

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

A Neurally Guided Patch-Based Style Transfer for Mobile Devices.

Jose Ivson S. Silva, Kevin Ian Ruiz Vargas, Antônio A. Carlos, Lucas P. de Albuquerque, Mateus Baltazar de Almeida, Allan Soares Vasconcelos, Victor Ximenes C. Oliveira, José Gabriel P. Tavares, Danilo Vaz Marcolino Alves, Diêgo J. C. Santiago, Bernardo Augusto de Oliveira, Carlos Padilha, Tsang Ing Ren

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples.

David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir

IEEE Trans. Neural Networks Learn. Syst., 2022

Web Soccer Monitor: An Open-Source 2D Soccer Simulation Monitor for the Web and the Foundation for a New Ecosystem.

Mateus F. B. Soares, Tsang Ing Ren, Paulo S. G. de Mattos Neto, Edna Natividade da Silva Barros

Proceedings of the RoboCup 2022:, 2022

A Library and Web Platform for RoboCup Soccer Matches Data Analysis.

Felipe N. A. Pereira, Mateus F. B. Soares, Conceição Rocha, Tales T. Alves, Tiago H. R. P. Gonçalves, José R. da Silva, Tsang Ing Ren, Paulo S. G. de Mattos Neto, Edna Natividade da Silva Barros

Proceedings of the RoboCup 2022:, 2022

An Ensemble Learning Method for Segmentation Fusion.

Carlos H. C. Pena, Tsang Ing Ren, Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Alexandre Cunha

Proceedings of the International Joint Conference on Neural Networks, 2022

Wind Power Forecast Based on Transformers and Clustering of Wind Farms with Temporal and Spatial Interdependence.

Fábio Lima, Tsang Ing Ren, Alexandre Costa

Proceedings of the International Joint Conference on Neural Networks, 2022

Ensemble of Convolutional Neural Networks for Sparse-View Cone-Beam Computed Tomography.

Carlos A. Alves Júnior, Luis Filipe Alves Pereira, George D. C. Cavalcanti, Tsang Ing Ren

Proceedings of the International Joint Conference on Neural Networks, 2022

Low-discrepancy Sampling for Full Reference Image Quality Assessment Speed Up.

Jair Galvão, Tsang Ing Ren, Francisco Madeiro, Emerson A. O. Lima

Proceedings of the International Joint Conference on Neural Networks, 2022

U-Net Based Discriminator for Real-World Super-Resolution.

Kevin Ian Ruiz Vargas, Fidel Alejandro Guerrero Peña, Pedro Diamel Marrero Fernández, Leonardo Lanfranchi, Ing Jyh Tsang, Tsang Ing Ren

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Convolutional Decoupled cVAE-GANs for Pseudo-Replay Based Continual Learning.

Lucas A. M. De Alcantara, José I. S. Da Silva, Miguel L. P. C. Silva, Saulo C. S. Machado, Tsang Ing Ren

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

2021

Variational DNN embeddings for text-independent speaker verification.

Hector N. B. Pinheiro, Tsang Ing Ren, André Gustavo Adami, George D. C. Cavalcanti

Pattern Recognit. Lett., 2021

The Gated Recurrent Conditional Generative Adversarial Network (GRC-GAN): application to denoising of low-dose CT images.

Mateus Baltazar de Almeida, Luis Filipe Alves Pereira, Tsang Ing Ren, George D. C. Cavalcanti, Jan Sijbers

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Entropic Out-of-Distribution Detection.

David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Single image HDR reconstruction using a CNN with masked features and perceptual loss.

Marcel Santana Santos, Tsang Ing Ren, Nima Khademi Kalantari

ACM Trans. Graph., 2020

Burst Ranking for Blind Multi-Image Deblurring.

Fidel Alejandro Guerrero Peña, Pedro Diamel Marrero Fernández, Tsang Ing Ren, Jorge de Jesus Gomes Leandro, Ricardo Massahiro Nishihara

IEEE Trans. Image Process., 2020

Perturbation-based classifier.

Edson L. Araújo, George D. C. Cavalcanti, Tsang Ing Ren

Soft Comput., 2020

Deep Metric Structured Learning For Facial Expression Recognition.

Pedro D. Marrero-Fernández, Ing Ren Tsang, Ing-Jyh Tsang, Fidel A. Guerrero-Peña, Alexandre Cunha

CoRR, 2020

An Analysis of Reinforcement Learning Applied to Coach Task in IEEE Very Small Size Soccer.

Carlos H. C. Pena, Mateus G. Machado, Mariana S. Barros, José D. P. Silva, Lucas D. Maciel, Tsang Ing Ren, Edna Natividade da Silva Barros, Pedro H. M. Braga, Hansenclever F. Bassani

Proceedings of the Latin American Robotics Symposium, 2020

J Regularization Improves Imbalanced Multiclass Segmentation.

Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Paul T. Tarr, Tsang Ing Ren, Elliot M. Meyerowitz, Alexandre Cunha

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Natural image segmentation with non-extensive mixture models.

Dusan Stosic, Darko Stosic, Teresa Bernarda Ludermir, Tsang Ing Ren

J. Vis. Commun. Image Represent., 2019

Fast and robust multiple ColorChecker detection using deep convolutional neural networks.

Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Jorge J. G. Leandro

Image Vis. Comput., 2019

Endoscopy image restoration: A study of the kernel estimation from specular highlights.

Fabiane Queiroz, Tsang Ing Ren

Digit. Signal Process., 2019

A Multiple Source Hourglass Deep Network for Multi-Focus Image Fusion.

Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Germano Crispim Vasconcelos, Alexandre Cunha

CoRR, 2019

Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss.

David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Alain Tapp, Teresa Bernarda Ludermir

CoRR, 2019

Corneal deformation amplitude analysis for keratoconus detection through compensation for intraocular pressure and integration with horizontal thickness profile.

Edileuza Leão, Tsang Ing Ren, João Marcelo Lyra, Aydano Machado, Robert Koprowski, Bernado Lopes, Riccardo Vinciguerra, Paolo Vinciguerra, Cynthia J. Roberts, Ahmed Elsheikh, Katarzyna Krysik, Renato Ambrósio Jr.

Comput. Biol. Medicine, 2019

Combining binary classifiers in different dichotomy spaces for text categorization.

Roberto H. W. Pinheiro, George D. C. Cavalcanti, Ing Ren Tsang

Appl. Soft Comput., 2019

A Weakly Supervised Method for Instance Segmentation of Biological Cells.

Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Alexandre Cunha

Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

FERAtt: Facial Expression Recognition With Attention Net.

Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Alexandre Cunha

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

2D/3D Megavoltage Image Registration Using Convolutional Neural Networks.

Hector N. B. Pinheiro, Tsang Ing Ren, Stefan Scheib, Armel Rosselet, Stefan Thieme-Marti

CoRR, 2018

IntensityPatches and RegionPatches for image recognition.

Tiago Buarque Assunção de Carvalho, Maria A. A. Sibaldo, Ing Ren Tsang, George D. C. Cavalcanti, Jan Sijbers, Ing Jyh Tsang

Appl. Soft Comput., 2018

Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells.

Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Mary Yui, Ellen Rothenberg, Alexandre Cunha

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Principal Component Analysis for Supervised Learning: a minimum classification error approach.

Tiago Buarque Assunção de Carvalho, Maria Aparecida Amorim Sibaldo, Ing Ren Tsang, George Darmiton da Cunha Cavalcanti

J. Inf. Data Manag., 2017

Combining dissimilarity spaces for text categorization.

Roberto H. W. Pinheiro, George D. C. Cavalcanti, Ing Ren Tsang

Inf. Sci., 2017

Inline discrete tomography system: Application to agricultural product inspection.

Luis Filipe Alves Pereira, Eline Janssens, George D. C. Cavalcanti, Ing Ren Tsang, Mattias Van Dael, Pieter Verboven, Bart M. Nicolaï, Jan Sijbers

Comput. Electron. Agric., 2017

Optimizing speaker-specific filter banks for speaker verification.

Hector N. B. Pinheiro, Fernando M. P. Neto, Adriano L. I. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti, André Gustavo Adami

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Speaker segmentation using i-vector in meetings domain.

Leonardo Valeriano Neri, Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, André Gustavo Adami

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Class-wise feature extraction technique for multimodal data.

Elias Rodrigues da Silva Júnior, George D. C. Cavalcanti, Tsang Ing Ren

Neurocomputing, 2016

Facial expression Recognition based on Motion Estimation.

Hemir da Cunha Santiago, Tsang Ing Ren, George D. C. Cavalcanti

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Type-2 fuzzy GMM for text-independent speaker verification under unseen noise conditions.

Hector N. B. Pinheiro, Sergio R. F. Vieira, Tsang Ing Ren, George D. C. Cavalcanti, Paulo S. G. de Mattos Neto

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Pixel Clustering for Face Recognition.

Tiago Buarque Assunção de Carvalho, Maria A. A. Sibaldo, Ing Ren Tsang, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015

META-DES: A dynamic ensemble selection framework using meta-learning.

Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti, Tsang Ing Ren

Pattern Recognit., 2015

Data-driven global-ranking local feature selection methods for text categorization.

Roberto H. W. Pinheiro, George D. C. Cavalcanti, Tsang Ing Ren

Expert Syst. Appl., 2015

Perceptual video quality assessment for adaptive streaming encoding.

Estevao C. Monteiro, Ricardo E. P. Scholz, Carlos A. G. Ferraz, Tsang Ing Ren, Roberto Souto Maior de Barros

Proceedings of the 2015 Visual Communications and Image Processing, 2015

A bootstrap-based iterative selection for ensemble generation.

Dayvid V. R. Oliveira, Thyago N. Porpino, George D. C. Cavalcanti, Tsang Ing Ren

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Evolutionary Adaptive Self-Generating Prototypes for imbalanced datasets.

Dayvid V. R. Oliveira, George D. C. Cavalcanti, Tsang Ing Ren, Ricardo M. A. Silva

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Efficient 2×2 block-based connected components labeling algorithms.

Diêgo J. C. Santiago, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Supervised fractional eigenfaces.

Tiago Buarque Assunção de Carvalho, A. M. Costa, M. A. A. Sibaldo, Ing Ren Tsang, George D. C. Cavalcanti

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Text Categorization Based on Dissimilarity Representation and Prototype Selection.

Roberto H. W. Pinheiro, George D. C. Cavalcanti, Tsang Ing Ren

Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

2014

Enhanced real-time head pose estimation system for mobile device.

Euclides N. Arcoverde Neto, Rafael M. Duarte, Rafael M. Barreto, João Paulo Magalhães, Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti

Integr. Comput. Aided Eng., 2014

Semi-supervised clustering for MR brain image segmentation.

Nara M. Portela, George D. C. Cavalcanti, Tsang Ing Ren

Expert Syst. Appl., 2014

Automatic Segmentation of Specular Reflections for Endoscopic Images Based on Sparse and Low-Rank Decomposition.

Fabiane da Silva Queiroz, Tsang Ing Ren

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

Conveyor Belt X-ray CT Using Domain Constrained Discrete Tomography.

Luis Filipe Alves Pereira, Andrei Dabravolski, Tsang Ing Ren, George D. C. Cavalcanti, Jan Sijbers

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

A modular neural network architecture that selects a different set of features per module.

Diogo da Silva Severo, Everson Verissimo, George D. C. Cavalcanti, Tsang Ing Ren

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Type-2 Fuzzy GMMs for Robust Text-Independent Speaker Verification in Noisy Environments.

Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, Ing-Jyh Tsang, Jan Sijbers

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Fractional Eigenfaces.

Tiago Buarque Assunção de Carvalho, M. A. A. Sibaldo, Ing Ren Tsang, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Lateral Inhibition Pyramidal Neural Network for Image Classification.

Bruno José Torres Fernandes, George D. C. Cavalcanti, Tsang Ing Ren

IEEE Trans. Cybern., 2013

AutoAssociative Pyramidal Neural Network for one class pattern classification with implicit feature extraction.

Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren

Expert Syst. Appl., 2013

Feature representation selection based on Classifier Projection Space and Oracle analysis.

Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang, Robert Sabourin

Expert Syst. Appl., 2013

ATISA: Adaptive Threshold-based Instance Selection Algorithm.

George D. C. Cavalcanti, Tsang Ing Ren, Cesar Lima Pereira

Expert Syst. Appl., 2013

Weighted Modular Image Principal Component Analysis for face recognition.

George D. C. Cavalcanti, Tsang Ing Ren, José Francisco Pereira

Expert Syst. Appl., 2013

Pedestrian Detection under Progressive Occlusion.

Silvio G. O. Santos, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers

Proceedings of the IEEE International Conference on Systems, 2013

Motion Compensation Techniques in Permutation-Based Video Encryption.

Caio C. Sabino, Laís S. Andrade, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers

Proceedings of the IEEE International Conference on Systems, 2013

Type-2 Fuzzy GMM-UBM for Text-Independent Speaker Verification.

Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers

Proceedings of the IEEE International Conference on Systems, 2013

A Combined Features Approach for Speaker Segmentation Using BIC and Artificial Neural Networks.

Leonardo Valeriano Neri, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers

Proceedings of the IEEE International Conference on Systems, 2013

Diversity in task decomposition: A strategy for combining mixtures of experts.

Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Hybrid Feature Selection and Weighting Method Based on Binary Particle Swarm Optimization.

Diogo da Silva Severo, Everson Verissimo, George D. C. Cavalcanti, Tsang Ing Ren

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Contextual Image Segmentation Based on the Potts Model.

Nara M. Portela, George D. C. Cavalcanti, Tsang Ing Ren

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Fast block-based algorithms for connected components labeling.

Diêgo J. C. Santiago, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang

Proceedings of the IEEE International Conference on Acoustics, 2013

Image deblurring using maps of highlights.

Fabiane Queiroz, Tsang Ing Ren, Lior Shapira, Ron Banner

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

A global-ranking local feature selection method for text categorization.

Roberto H. W. Pinheiro, George D. C. Cavalcanti, Renato Fernandes Corrêa, Tsang Ing Ren

Expert Syst. Appl., 2012

Combined AdaBoost and gradientfaces for face detection under illumination problems.

Ing Ren Tsang, João Paulo Magalhães, George D. C. Cavalcanti

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Video colortoning.

Ing Ren Tsang, Diogo C. Lemos, Dario S. M. Pinheiro, George D. C. Cavalcanti, Ing Jyh Tsang

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Speaker verification using type-2 Fuzzy Gaussian Mixture Models.

Ing Ren Tsang, Dimas Gabriel, Hector N. B. Pinheiro, George D. C. Cavalcanti

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Recognition of partially occluded face using Gradientface and Local Binary Patterns.

George D. C. Cavalcanti, Ing Ren Tsang, Josivan R. Reis

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

A modular architecture based on image quality for fingerprint spoof detection.

George D. C. Cavalcanti, Luis Filipe A. Pereira, Hector N. B. Pinheiro, Jose Ivson S. Silva, Anderson G. Silva, Thais M. L. Pina, Daniel B. O. Carvalho, Tsang Ing Ren

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

MLPBoost: A combined AdaBoost / multi-layer perceptron network approach for face detection.

George D. C. Cavalcanti, João Paulo Magalhães, Rafael M. Barreto, Ing Ren Tsang

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Neighborhood coding for image representation and neighborhood operations.

Tiago Buarque Assunção de Carvalho, M. A. A. Sibaldo, Denise Jaeger Tenório, Ing Ren Tsang, George D. C. Cavalcanti, Ing Jyh Tsang

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Pupil segmentation using Pulling & Pushing and BSOM neural network.

Carlos A. C. M. Bastos, Ing Ren Tsang, Gabriel S. Vasconcelos, George D. C. Cavalcanti

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

A fingerprint spoof detection based on MLP and SVM.

Luis Filipe A. Pereira, Hector N. B. Pinheiro, Jose Ivson S. Silva, Anderson G. Silva, Thais M. L. Pina, George D. C. Cavalcanti, Tsang Ing Ren, Joao Paulo Nogueira de Oliveir

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A Neural Network Based Approach for GPCR Protein Prediction Using Pattern Discovery.

Tsang Ing Ren, George D. C. Cavalcanti, Francisco Nascimento Junior, Gabriela Espadas

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

A Hybrid GMM Speaker Verification System for Mobile Devices in Variable Environments.

Tsang Ing Ren, George D. C. Cavalcanti, Dimas Gabriel, Hector N. B. Pinheiro

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Real-Time Head Pose Estimation for Mobile Devices.

Euclides N. Arcoverde Neto, Rafael M. Barreto, Rafael M. Duarte, João Paulo Magalhães, Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Face Detection under Illumination Variance Using Combined AdaBoost and Gradientfaces.

João Paulo Magalhães, Tsang Ing Ren, George D. C. Cavalcanti

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Iris Segmentation and Recognition Using 2D Log-Gabor Filters.

Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

A Dimensionality Reduction Approach for Modular Neural Networks.

Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Class-Dependent Locality Preserving Projections for Multimodal Scenarios.

Elias Rodrigues da Silva Júnior, George D. C. Cavalcanti, Tsang Ing Ren

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

An Unsupervised Segmentation Method for Retinal Vessel Using Combined Filters.

Wendeson S. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Improved Self-Generating Prototypes Algorithm for Imbalanced Datasets.

Dayvid V. R. Oliveira, Guilherme R. Magalhaes, George D. C. Cavalcanti, Tsang Ing Ren

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Model Representation for Facial Expression Recognition Based on Shape and Texture.

Adriana Cruz de Gois, Victor Oliveira Antonino, Tsang Ing Ren, George D. C. Cavalcanti

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Data Complexity Measures and Nearest Neighbor Classifiers: A Practical Analysis for Meta-learning.

George D. C. Cavalcanti, Tsang Ing Ren, Breno A. Vale

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Image Fusion Combining Frequency Domain Techniques Based on Focus.

Hugo R. Albuquerque, Tsang Ing Ren, George D. C. Cavalcanti

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Retinal vessel segmentation using Average of Synthetic Exact Filters and Hessian matrix.

Wendeson S. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

L2-Norm metric learning applied to unconstrained face pair-matching.

Rafael M. Barreto, Tsang Ing Ren, George D. C. Cavalcanti

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

DifFocus: An approach for image segmentation.

Diogo C. Costa, Ing Ren Tsang, Carlos A. B. Mello

Proceedings of the IEEE International Conference on Systems, 2011

Colorization and Illumination of 2D Animations Based on a Region-Tree Representation.

Renata Nascimento, Fabiane Queiroz, Allan Rocha, Tsang Ing Ren, Vinícius Mello, Adelailson Peixoto

Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

BSOM network for pupil segmentation.

Gabriel S. Vasconcelos, Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Lag selection for time series forecasting using Particle Swarm Optimization.

Gustavo H. T. Ribeiro, Paulo S. G. de Mattos Neto, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

GA-PAT-KNN: Framework for time series forecasting.

Armando A. Gonçalves, Igor Alencar, Ing Ren Tsang, George D. C. Cavalcanti

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Autoassociative Pyramidal Neural Network for face verification.

Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A method for dynamic ensemble selection based on a filter and an adaptive distance to improve the quality of the regions of competence.

Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A weighted image reconstruction based on PCA for pedestrian detection.

Guilherme V. Carvalho, Lailson B. Moraes, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A robust feature extraction algorithm based on class-Modular Image Principal Component Analysis for face verification.

José Francisco Pereira, Rafael M. Barreto, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the IEEE International Conference on Acoustics, 2011

Fuzzy Active Contour Models.

Cesar Lima Pereira, Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti

Proceedings of the FUZZ-IEEE 2011, 2011

2010

Does the affinity matrix influence the performance of the Locality Preserving Projection algorithm?

Elias Rodrigues da Silva Júnior, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the IEEE International Conference on Systems, 2010

Improving financial time series prediction using exogenous series and neural networks committees.

Manoel C. Amorim Neto, Gustavo Tavares, Victor Medeiros Outtes Alves, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the International Joint Conference on Neural Networks, 2010

An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques.

Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the International Joint Conference on Neural Networks, 2010

Off-line Signature Verification: An Approach Based on Combining Distances and One-class Classifiers.

Milena R. P. Souza, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

A New Heterogeneous Dissimilarity Measure for Data Classification.

Cesar Lima Pereira, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

Analysis of 2D log-Gabor Filters to Encode Iris Patterns.

Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti

Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

Neighborhood coding for bilevel image compression and shape recognition.

Tiago Buarque Assunção de Carvalho, Denise Jaeger Tenório, Ing Ren Tsang, George Darmiton da Cunha Cavalcanti, Ing-Jyh Tsang

Proceedings of the IEEE International Conference on Acoustics, 2010

A combined Pulling & pushing and Active Contour method for pupil segmentation.

Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti

Proceedings of the IEEE International Conference on Acoustics, 2010

A graph-based friend recommendation system using Genetic Algorithm.

Nitai B. Silva, Ing Ren Tsang, George D. C. Cavalcanti, Ing-Jyh Tsang

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Modular Image Principal Component Analysis for face recognition.

José Francisco Pereira, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the International Joint Conference on Neural Networks, 2009

A data mining approach to solve the goal scoring problem.

Renato Oliveira, Paulo J. L. Adeodato, Arthur Carvalho, Icamaan Viegas, Christian Diego, Ing Ren Tsang

Proceedings of the International Joint Conference on Neural Networks, 2009

Financial time series prediction using exogenous series and combined neural networks.

Manoel C. Amorim Neto, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the International Joint Conference on Neural Networks, 2009

A receptive field based approach for face detection.

Bruno J. T. Fernandes, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the International Joint Conference on Neural Networks, 2009

Text Line Segmentation Based on Morphology and Histogram Projection.

Rodolfo P. dos Santos, Gabriela S. Clemente, Ing Ren Tsang, George D. C. Cavalcanti

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008

A SVM for GPCR Protein Prediction Using Pattern Discovery.

Francisco Nascimento Junior, Ing Ren Tsang, George D. C. Cavalcanti

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Classification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields.

Bruno J. T. Fernandes, George D. C. Cavalcanti, Ing Ren Tsang

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2007

Analysis of mammogram using self-organizing neural networks based on spatial isomorphism.

Aida Araujo Ferreira, Francisco Nascimento Jr., Ing Ren Tsang, George D. C. Cavalcanti, Teresa Bernarda Ludermir, Ronaldo R. B. de Aquino

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

Neighbourhood Vector as Shape Parameter for Pattern Recognition.

Ing Ren Tsang, Ing Jyh Tsang

Proceedings of the International Joint Conference on Neural Networks, 2006

Pattern Recognition Using Neighborhood Coding.

Ing Ren Tsang, Ing Jyh Tsang

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

1999

Image coding using neighbourhood relations.

Ing Jyh Tsang, Ing Ren Tsang, Dirk Van Dyck

Pattern Recognit. Lett., 1999

1998

Handwritten Character Recognition based on Moment Features Derived from Image Partition.

Ing Jyh Tsang, Ing Ren Tsang, Dirk Van Dyck

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998