Handwritten Character Recognition based on Moment Features Derived from Image Partition. - Ing Jyh Tsang; Ing Ren Tsang; Dirk Van Dyck (ICIP (2), 1998)

Image coding using neighbourhood relations. - Ing Jyh Tsang; Ing Ren Tsang; Dirk Van Dyck (Pattern Recognit. Lett., 1999)

Pattern Recognition Using Neighborhood Coding. - Ing Ren Tsang; Ing Jyh Tsang (ICIAR (1), 2006)

Neighbourhood Vector as Shape Parameter for Pattern Recognition. - Ing Ren Tsang; Ing Jyh Tsang (IJCNN, 2006)

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 Ribeiro Barbosa de Aquino (IJCNN, 2007)

Classification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields. - Bruno J. T. Fernandes; George D. C. Cavalcanti; Ing Ren Tsang (HIS, 2008)

A SVM for GPCR Protein Prediction Using Pattern Discovery. - Francisco Nascimento Junior; Ing Ren Tsang; George D. C. Cavalcanti (HIS, 2008)

Text Line Segmentation Based on Morphology and Histogram Projection. - Rodolfo P. dos Santos; Gabriela S. Clemente; Ing Ren Tsang; George D. C. Cavalcanti (ICDAR, 2009)

A receptive field based approach for face detection. - Bruno J. T. Fernandes; George D. C. Cavalcanti; Ing Ren Tsang (IJCNN, 2009)

Financial time series prediction using exogenous series and combined neural networks. - Manoel C. Amorim Neto; George D. C. Cavalcanti; Ing Ren Tsang (IJCNN, 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 (IJCNN, 2009)

Modular Image Principal Component Analysis for face recognition. - José Francisco Pereira; George D. C. Cavalcanti; Ing Ren Tsang (IJCNN, 2009)

A graph-based friend recommendation system using Genetic Algorithm. - Nitai B. Silva; Ing Ren Tsang; George D. C. Cavalcanti; Ing-Jyh Tsang (IEEE Congress on Evolutionary Computation, 2010)

A combined Pulling & pushing and Active Contour method for pupil segmentation. - Carlos A. C. M. Bastos; Ing Ren Tsang; George D. C. Cavalcanti (ICASSP, 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 (ICASSP, 2010)

Analysis of 2D log-Gabor Filters to Encode Iris Patterns. - Carlos A. C. M. Bastos; Ing Ren Tsang; George D. C. Cavalcanti (ICTAI (2), 2010)

A New Heterogeneous Dissimilarity Measure for Data Classification. - Cesar Lima Pereira; George D. C. Cavalcanti; Ing Ren Tsang (ICTAI (2), 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 (ICTAI (1), 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 (IJCNN, 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 (IJCNN, 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 (SMC, 2010)

Fuzzy Active Contour Models. - Cesar Lima Pereira; Carlos A. C. M. Bastos; Ing Ren Tsang; George D. C. Cavalcanti (FUZZ-IEEE, 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 (ICASSP, 2011)

A weighted image reconstruction based on PCA for pedestrian detection. - Guilherme V. Carvalho; Lailson B. Moraes; George D. C. Cavalcanti; Ing Ren Tsang (IJCNN, 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 (IJCNN, 2011)

Autoassociative Pyramidal Neural Network for face verification. - Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren (IJCNN, 2011)

GA-PAT-KNN: Framework for time series forecasting. - Armando A. Gonçalves; Igor Alencar; Ing Ren Tsang; George D. C. Cavalcanti (IJCNN, 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 (IJCNN, 2011)

BSOM network for pupil segmentation. - Gabriel S. Vasconcelos; Carlos A. C. M. Bastos; Ing Ren Tsang; George D. C. Cavalcanti (IJCNN, 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 (SIBGRAPI, 2011)

DifFocus: An approach for image segmentation. - Diogo C. Costa; Ing Ren Tsang; Carlos A. B. Mello (SMC, 2011)

L2-Norm metric learning applied to unconstrained face pair-matching. - Rafael M. Barreto; Tsang Ing Ren; George D. C. Cavalcanti (ICIP, 2012)

Retinal vessel segmentation using Average of Synthetic Exact Filters and Hessian matrix. - Wendeson S. Oliveira; Tsang Ing Ren; George D. C. Cavalcanti (ICIP, 2012)

Image Fusion Combining Frequency Domain Techniques Based on Focus. - Hugo R. Albuquerque; Tsang Ing Ren; George D. C. Cavalcanti (ICTAI, 2012)

Data Complexity Measures and Nearest Neighbor Classifiers: A Practical Analysis for Meta-learning. - George D. C. Cavalcanti; Tsang Ing Ren; Breno A. Vale (ICTAI, 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 (ICTAI, 2012)

Improved Self-Generating Prototypes Algorithm for Imbalanced Datasets. - Dayvid V. R. Oliveira; Guilherme R. Magalhaes; George D. C. Cavalcanti; Tsang Ing Ren (ICTAI, 2012)

An Unsupervised Segmentation Method for Retinal Vessel Using Combined Filters. - Wendeson S. Oliveira; Tsang Ing Ren; George D. C. Cavalcanti (ICTAI, 2012)

Class-Dependent Locality Preserving Projections for Multimodal Scenarios. - Elias Rodrigues da Silva Júnior; George D. C. Cavalcanti; Tsang Ing Ren (ICTAI, 2012)

A Dimensionality Reduction Approach for Modular Neural Networks. - Everson Verissimo; Diogo da Silva Severo; George D. C. Cavalcanti; Tsang Ing Ren (ICTAI, 2012)

Iris Segmentation and Recognition Using 2D Log-Gabor Filters. - Carlos A. C. M. Bastos; Tsang Ing Ren; George D. C. Cavalcanti (IDEAL, 2012)

Face Detection under Illumination Variance Using Combined AdaBoost and Gradientfaces. - João Paulo Magalhães; Tsang Ing Ren; George D. C. Cavalcanti (IDEAL, 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 (IDEAL, 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 (IDEAL, 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 (IDEAL, 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 (IJCNN, 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 (SMC, 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 (SMC, 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 (SMC, 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 (SMC, 2012)

Recognition of partially occluded face using Gradientface and Local Binary Patterns. - George D. C. Cavalcanti; Ing Ren Tsang; Josivan R. Reis (SMC, 2012)

Speaker verification using type-2 Fuzzy Gaussian Mixture Models. - Ing Ren Tsang; Dimas Gabriel; Hector N. B. Pinheiro; George D. C. Cavalcanti (SMC, 2012)

Video colortoning. - Ing Ren Tsang; Diogo C. Lemos; Dario S. M. Pinheiro; George D. C. Cavalcanti; Ing Jyh Tsang (SMC, 2012)

Combined AdaBoost and gradientfaces for face detection under illumination problems. - Ing Ren Tsang; João Paulo Magalhães; George D. C. Cavalcanti (SMC, 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)

Image deblurring using maps of highlights. - Fabiane Queiroz; Tsang Ing Ren; Lior Shapira; Ron Banner (ICASSP, 2013)

Fast block-based algorithms for connected components labeling. - Diêgo J. C. Santiago; Tsang Ing Ren; George D. C. Cavalcanti; Ing Jyh Tsang (ICASSP, 2013)

Contextual Image Segmentation Based on the Potts Model. - Nara M. Portela; George D. C. Cavalcanti; Tsang Ing Ren (ICTAI, 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 (ICTAI, 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 (IJCNN, 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 (SMC, 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 (SMC, 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 (SMC, 2013)

Pedestrian Detection under Progressive Occlusion. - Silvio G. O. Santos; Tsang Ing Ren; George D. C. Cavalcanti; Ing Jyh Tsang; Jan Sijbers (SMC, 2013)

Weighted Modular Image Principal Component Analysis for face recognition. - George D. C. Cavalcanti; Tsang Ing Ren; José Francisco Pereira (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)

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)

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)

Lateral Inhibition Pyramidal Neural Network for Image Classification. - Bruno José Torres Fernandes; George D. C. Cavalcanti; Tsang Ing Ren (IEEE Trans. Cybern., 2013)

Fractional Eigenfaces. - Tiago Buarque Assunção de Carvalho; M. A. A. Sibaldo; Ing Ren Tsang; George D. C. Cavalcanti; Ing Jyh Tsang; Jan Sijbers (ICIP, 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 (ICPR, 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 (IJCNN, 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 (SIBGRAPI, 2014)

Automatic Segmentation of Specular Reflections for Endoscopic Images Based on Sparse and Low-Rank Decomposition. - Fabiane da Silva Queiroz; Tsang Ing Ren (SIBGRAPI, 2014)

Semi-supervised clustering for MR brain image segmentation. - Nara M. Portela; George D. C. Cavalcanti; Tsang Ing Ren (Expert Syst. Appl., 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)

Text Categorization Based on Dissimilarity Representation and Prototype Selection. - Roberto H. W. Pinheiro; George D. C. Cavalcanti; Tsang Ing Ren (BRACIS, 2015)

Supervised fractional eigenfaces. - Tiago Buarque Assunção de Carvalho; A. M. Costa; M. A. A. Sibaldo; Ing Ren Tsang; George D. C. Cavalcanti (ICIP, 2015)

Efficient 2×2 block-based connected components labeling algorithms. - Diêgo J. C. Santiago; Tsang Ing Ren; George D. C. Cavalcanti; Ing Jyh Tsang (ICIP, 2015)

Evolutionary Adaptive Self-Generating Prototypes for imbalanced datasets. - Dayvid V. R. Oliveira; George D. C. Cavalcanti; Tsang Ing Ren; Ricardo M. A. Silva (IJCNN, 2015)

A bootstrap-based iterative selection for ensemble generation. - Dayvid V. R. Oliveira; Thyago N. Porpino; George D. C. Cavalcanti; Tsang Ing Ren (IJCNN, 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 (VCIP, 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)

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)

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 (BRACIS, 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 (ICASSP, 2016)

Facial expression Recognition based on Motion Estimation. - Hemir da Cunha Santiago; Tsang Ing Ren; George D. C. Cavalcanti (IJCNN, 2016)

Class-wise feature extraction technique for multimodal data. - Elias Rodrigues da Silva Júnior; George D. C. Cavalcanti; Tsang Ing Ren (Neurocomputing, 2016)

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 (ICASSP, 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 (ICASSP, 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)

Combining dissimilarity spaces for text categorization. - Roberto H. W. Pinheiro; George D. C. Cavalcanti; Ing Ren Tsang (Inf. Sci., 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)

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 (ICIP, 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)

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)

FERAtt: Facial Expression Recognition With Attention Net. - Pedro D. Marrero-Fernández; Fidel A. Guerrero-Peña; Tsang Ing Ren; Alexandre Cunha (CVPR Workshops, 2019)

A Weakly Supervised Method for Instance Segmentation of Biological Cells. - Fidel A. Guerrero-Peña; Pedro D. Marrero-Fernández; Tsang Ing Ren; Alexandre Cunha (DART/MIL3ID@MICCAI, 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)

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)

Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss. - David L. Macêdo; Tsang Ing Ren; Cleber Zanchettin; Adriano L. I. Oliveira; Alain Tapp; Teresa Bernarda Ludermir (CoRR, 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)

Endoscopy image restoration: A study of the kernel estimation from specular highlights. - Fabiane Queiroz; Tsang Ing Ren (Digit. Signal Process., 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)

Natural image segmentation with non-extensive mixture models. - Dusan Stosic; Darko Stosic; Teresa Bernarda Ludermir; Tsang Ing Ren (J. Vis. Commun. Image Represent., 2019)

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 (ISBI, 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 (LARS/SBR/WRE, 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)

Perturbation-based classifier. - Edson L. Araújo; George D. C. Cavalcanti; Tsang Ing Ren (Soft Comput., 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)

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)

Entropic Out-of-Distribution Detection. - David L. Macêdo; Tsang Ing Ren; Cleber Zanchettin; Adriano L. I. Oliveira; Teresa Bernarda Ludermir (IJCNN, 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 (SIBGRAPI, 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)

Convolutional Decoupled cVAE-GANs for Pseudo-Replay Based Continual Learning. - Lucas A. M. De Alcantara; Jose Ivson S. Silva; Miguel L. P. C. Silva; Saulo C. S. Machado; Tsang Ing Ren (ICTAI, 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 (ICTAI, 2022)

Low-discrepancy Sampling for Full Reference Image Quality Assessment Speed Up. - Jair Galvão; Tsang Ing Ren; Francisco Madeiro; Emerson A. O. Lima (IJCNN, 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 (IJCNN, 2022)

Wind Power Forecast Based on Transformers and Clustering of Wind Farms with Temporal and Spatial Interdependence. - Fábio Lima; Tsang Ing Ren; Alexandre Costa (IJCNN, 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 (IJCNN, 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 (RoboCup, 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 (RoboCup, 2022)

Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples. - David L. Macêdo; Tsang Ing Ren; Cleber Zanchettin; Adriano L. I. Oliveira; Teresa Bernarda Ludermir (IEEE Trans. Neural Networks Learn. Syst., 2022)

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; et al. (IJCNN, 2023)

Combining Structured and Unstructured Data using Co-Attention for Car Price Prediction. - Giovanni Carvalho; Darniton Viana; Luciano Barbosa; Tsang Ing Ren (INNS DLIA@IJCNN, 2023)

Vector Representation and Machine Learning for Short-Term Photovoltaic Power Prediction. - Renan Costa; Alexandre Costa; Olga Vilela; Tsang Ing Ren (SMC, 2023)

Cervical Cancer Detection in Pap Smear Images. - Pedro Maranhao; Tsang Ing Ren; George D. C. Cavalcanti (EPIA (2), 2024)

Street pavement classification based on navigation through street view imagery. - Rafael G. Mesquita; Tsang Ing Ren; Carlos A. B. Mello; Miguel L. P. C. Silva (AI Soc., 2024)

An analysis of data variation and bias in image-based dermatological datasets for machine learning classification. - Francisco Mauro; Emanoel Thyago; Othon Vinicius; Rodrigo Abreu; Kelvin Cunha; José Gabriel; Rafael Barros; Thales Bezerra; Manoel Henriques; Natalia Lopes; Érico Moutinho; Jéssica Guido; et al. (CoRR, 2025)