Tsang Ing Ren

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 46

Top Topics

Speaker Verification

Brain Image Segmentation

Ensemble Selection

Top Venues

Publications

Rafael G. Mesquita, Tsang Ing Ren, Carlos A. B. Mello, Miguel L. P. C. Silva
Street pavement classification based on navigation through street view imagery. AI Soc. 39 (3) (2024)
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
A Neurally Guided Patch-Based Style Transfer for Mobile Devices. IJCNN (2023)
Giovanni Carvalho, Darniton Viana, Luciano Barbosa, Tsang Ing Ren
Combining Structured and Unstructured Data using Co-Attention for Car Price Prediction. INNS DLIA@IJCNN (2023)
Renan Costa, Alexandre Costa, Olga Vilela, Tsang Ing Ren
Vector Representation and Machine Learning for Short-Term Photovoltaic Power Prediction. SMC (2023)
Carlos H. C. Pena, Tsang Ing Ren, Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Alexandre Cunha
An Ensemble Learning Method for Segmentation Fusion. IJCNN (2022)
Kevin Ian Ruiz Vargas, Fidel Alejandro Guerrero Pena, Pedro Diamel Marrero Fernández, Leonardo Lanfranchi, Ing Jyh Tsang, Tsang Ing Ren
U-Net Based Discriminator for Real-World Super-Resolution. ICTAI (2022)
Fábio Lima, Tsang Ing Ren, Alexandre Costa
Wind Power Forecast Based on Transformers and Clustering of Wind Farms with Temporal and Spatial Interdependence. IJCNN (2022)
Jair Galvão, Tsang Ing Ren, Francisco Madeiro, Emerson A. O. Lima
Low-discrepancy Sampling for Full Reference Image Quality Assessment Speed Up. IJCNN (2022)
Lucas A. M. De Alcantara, José I. S. Da Silva, Miguel L. P. C. Silva, Saulo C. S. Machado, Tsang Ing Ren
Convolutional Decoupled cVAE-GANs for Pseudo-Replay Based Continual Learning. ICTAI (2022)
Mateus F. B. Soares, Tsang Ing Ren, Paulo S. G. de Mattos Neto, Edna Natividade da Silva Barros
Web Soccer Monitor: An Open-Source 2D Soccer Simulation Monitor for the Web and the Foundation for a New Ecosystem. RoboCup (2022)
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
A Library and Web Platform for RoboCup Soccer Matches Data Analysis. RoboCup (2022)
Carlos A. Alves Júnior, Luis F. Alves Pereira, George D. C. Cavalcanti, Tsang Ing Ren
Ensemble of Convolutional Neural Networks for Sparse-View Cone-Beam Computed Tomography. IJCNN (2022)
David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Mateus Baltazar de Almeida, Luis F. Alves Pereira, Tsang Ing Ren, George D. C. Cavalcanti, Jan Sijbers
The Gated Recurrent Conditional Generative Adversarial Network (GRC-GAN): application to denoising of low-dose CT images. SIBGRAPI (2021)
David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
Entropic Out-of-Distribution Detection. IJCNN (2021)
Hector N. B. Pinheiro, Tsang Ing Ren, André Gustavo Adami, George D. C. Cavalcanti
Variational DNN embeddings for text-independent speaker verification. Pattern Recognit. Lett. 148 (2021)
Edson L. Araújo, George D. C. Cavalcanti, Tsang Ing Ren
Perturbation-based classifier. Soft Comput. 24 (21) (2020)
Marcel Santana Santos, Tsang Ing Ren, Nima Khademi Kalantari
Single image HDR reconstruction using a CNN with masked features and perceptual loss. ACM Trans. Graph. 39 (4) (2020)
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
An Analysis of Reinforcement Learning Applied to Coach Task in IEEE Very Small Size Soccer. LARS/SBR/WRE (2020)
Marcel Santana Santos, Tsang Ing Ren, Nima Khademi Kalantari
Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss. CoRR (2020)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Paul T. Tarr, Tsang Ing Ren, Elliot M. Meyerowitz, Alexandre Cunha
J Regularization Improves Imbalanced Multiclass Segmentation. ISBI (2020)
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
An analysis of Reinforcement Learning applied to Coach task in IEEE Very Small Size Soccer. CoRR (2020)
Fidel Alejandro Guerrero Peña, Pedro Diamel Marrero Fernández, Tsang Ing Ren, Jorge de Jesus Gomes Leandro, Ricardo Massahiro Nishihara
Burst Ranking for Blind Multi-Image Deblurring. IEEE Trans. Image Process. 29 (2020)
David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Alain Tapp, Teresa Bernarda Ludermir
Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss. CoRR (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Alexandre Cunha
A Weakly Supervised Method for Instance Segmentation of Biological Cells. DART/MIL3ID@MICCAI (2019)
Fabiane Queiroz, Tsang Ing Ren
Endoscopy image restoration: A study of the kernel estimation from specular highlights. Digit. Signal Process. 88 (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Alexandre Cunha
A Weakly Supervised Method for Instance Segmentation of Biological Cells. CoRR (2019)
Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Alexandre Cunha
FERAtt: Facial Expression Recognition With Attention Net. CVPR Workshops (2019)
Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Jorge J. G. Leandro
Fast and robust multiple ColorChecker detection using deep convolutional neural networks. Image Vis. Comput. 81 (2019)
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.
Corneal deformation amplitude analysis for keratoconus detection through compensation for intraocular pressure and integration with horizontal thickness profile. Comput. Biol. Medicine 109 (2019)
Dusan Stosic, Darko Stosic, Teresa Bernarda Ludermir, Tsang Ing Ren
Natural image segmentation with non-extensive mixture models. J. Vis. Commun. Image Represent. 63 (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Germano Crispim Vasconcelos, Alexandre Cunha
A Multiple Source Hourglass Deep Network for Multi-Focus Image Fusion. CoRR (2019)
Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Alexandre Cunha
FERAtt: Facial Expression Recognition with Attention Net. CoRR (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Paul T. Tarr, Tsang Ing Ren, Elliot M. Meyerowitz, Alexandre Cunha
J Regularization Improves Imbalanced Multiclass Segmentation. CoRR (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Mary Yui, Ellen Rothenberg, Alexandre Cunha
Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells. ICIP (2018)
Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Jorge J. G. Leandro
Fast and Robust Multiple ColorChecker Detection using Deep Convolutional Neural Networks. CoRR (2018)
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti, Tsang Ing Ren
META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning. CoRR (2018)
Rafael M. O. Cruz, George D. C. Cavalcanti, Tsang Ing Ren
A Method For Dynamic Ensemble Selection Based on a Filter and an Adaptive Distance to Improve the Quality of the Regions of Competence. CoRR (2018)
Hector N. B. Pinheiro, Tsang Ing Ren, Stefan Scheib, Armel Rosselet, Stefan Thieme-Marti
2D/3D Megavoltage Image Registration Using Convolutional Neural Networks. CoRR (2018)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Jorge J. G. Leandro, Ricardo Nishihara
Burst ranking for blind multi-image deblurring. CoRR (2018)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Mary Yui, Ellen Rothenberg, Alexandre Cunha
Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells. CoRR (2018)
Hector N. B. Pinheiro, Fernando M. P. Neto, Adriano L. I. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti, André Gustavo Adami
Optimizing speaker-specific filter banks for speaker verification. ICASSP (2017)
Leonardo Valeriano Neri, Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, André Gustavo Adami
Speaker segmentation using i-vector in meetings domain. ICASSP (2017)
Elias R. Silva, George D. C. Cavalcanti, Tsang Ing Ren
Class-wise feature extraction technique for multimodal data. Neurocomputing 214 (2016)
Hemir da Cunha Santiago, Tsang Ing Ren, George D. C. Cavalcanti
Facial expression Recognition based on Motion Estimation. IJCNN (2016)
Hector N. B. Pinheiro, Sergio R. F. Vieira, Tsang Ing Ren, George D. C. Cavalcanti, Paulo S. G. de Mattos Neto
Type-2 fuzzy GMM for text-independent speaker verification under unseen noise conditions. ICASSP (2016)
Diego J. C. Santiago, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang
Efficient 2×2 block-based connected components labeling algorithms. ICIP (2015)
Estevao C. Monteiro, Ricardo E. P. Scholz, Carlos A. G. Ferraz, Tsang Ing Ren, Roberto Souto Maior de Barros
Perceptual video quality assessment for adaptive streaming encoding. VCIP (2015)
Roberto H. W. Pinheiro, George D. C. Cavalcanti, Tsang Ing Ren
Data-driven global-ranking local feature selection methods for text categorization. Expert Syst. Appl. 42 (4) (2015)
Dayvid V. R. Oliveira, George D. C. Cavalcanti, Tsang Ing Ren, Ricardo M. A. Silva
Evolutionary Adaptive Self-Generating Prototypes for imbalanced datasets. IJCNN (2015)
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti, Tsang Ing Ren
META-DES: A dynamic ensemble selection framework using meta-learning. Pattern Recognit. 48 (5) (2015)
Dayvid V. R. Oliveira, Thyago N. Porpino, George D. C. Cavalcanti, Tsang Ing Ren
A bootstrap-based iterative selection for ensemble generation. IJCNN (2015)
Roberto H. W. Pinheiro, George D. C. Cavalcanti, Tsang Ing Ren
Text Categorization Based on Dissimilarity Representation and Prototype Selection. BRACIS (2015)
Luis F. Alves Pereira, Andrei Dabravolski, Tsang Ing Ren, George D. C. Cavalcanti, Jan Sijbers
Conveyor Belt X-ray CT Using Domain Constrained Discrete Tomography. SIBGRAPI (2014)
Diogo da Silva Severo, Everson Verissimo, George D. C. Cavalcanti, Tsang Ing Ren
A modular neural network architecture that selects a different set of features per module. IJCNN (2014)
Nara M. Portela, George D. C. Cavalcanti, Tsang Ing Ren
Semi-supervised clustering for MR brain image segmentation. Expert Syst. Appl. 41 (4) (2014)
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
Enhanced real-time head pose estimation system for mobile device. Integr. Comput. Aided Eng. 21 (3) (2014)
Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, Ing-Jyh Tsang, Jan Sijbers
Type-2 Fuzzy GMMs for Robust Text-Independent Speaker Verification in Noisy Environments. ICPR (2014)
Fabiane da Silva Queiroz, Tsang Ing Ren
Automatic Segmentation of Specular Reflections for Endoscopic Images Based on Sparse and Low-Rank Decomposition. SIBGRAPI (2014)
Bruno José Torres Fernandes, George D. C. Cavalcanti, Tsang Ing Ren
Lateral Inhibition Pyramidal Neural Network for Image Classification. IEEE Trans. Cybern. 43 (6) (2013)
George D. C. Cavalcanti, Tsang Ing Ren, Cesar Lima Pereira
ATISA: Adaptive Threshold-based Instance Selection Algorithm. Expert Syst. Appl. 40 (17) (2013)
Fabiane Queiroz, Tsang Ing Ren, Lior Shapira, Ron Banner
Image deblurring using maps of highlights. ICASSP (2013)
Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren
AutoAssociative Pyramidal Neural Network for one class pattern classification with implicit feature extraction. Expert Syst. Appl. 40 (18) (2013)
Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren
Diversity in task decomposition: A strategy for combining mixtures of experts. IJCNN (2013)
Caio C. Sabino, Laís S. Andrade, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
Motion Compensation Techniques in Permutation-Based Video Encryption. SMC (2013)
Silvio G. O. Santos, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
Pedestrian Detection under Progressive Occlusion. SMC (2013)
Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
Type-2 Fuzzy GMM-UBM for Text-Independent Speaker Verification. SMC (2013)
Diego J. C. Santiago, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang
Fast block-based algorithms for connected components labeling. ICASSP (2013)
Nara M. Portela, George D. C. Cavalcanti, Tsang Ing Ren
Contextual Image Segmentation Based on the Potts Model. ICTAI (2013)
George D. C. Cavalcanti, Tsang Ing Ren, José Francisco Pereira
Weighted Modular Image Principal Component Analysis for face recognition. Expert Syst. Appl. 40 (12) (2013)
Leonardo Valeriano Neri, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
A Combined Features Approach for Speaker Segmentation Using BIC and Artificial Neural Networks. SMC (2013)
Renato Oliveira, Paulo J. L. Adeodato, Arthur Carvalho, Icamaan Viegas, Christian Diego, Tsang Ing Ren
A Data Mining Approach to Solve the Goal Scoring Problem CoRR (2013)
Diogo da Silva Severo, Everson Verissimo, George D. C. Cavalcanti, Tsang Ing Ren
Hybrid Feature Selection and Weighting Method Based on Binary Particle Swarm Optimization. ICTAI (2013)
Adriana Cruz de Gois, Victor Oliveira Antonino, Tsang Ing Ren, George D. C. Cavalcanti
Model Representation for Facial Expression Recognition Based on Shape and Texture. ICTAI (2012)
Elias R. Silva, George D. C. Cavalcanti, Tsang Ing Ren
Class-Dependent Locality Preserving Projections for Multimodal Scenarios. ICTAI (2012)
Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti
Iris Segmentation and Recognition Using 2D Log-Gabor Filters. IDEAL (2012)
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
A fingerprint spoof detection based on MLP and SVM. IJCNN (2012)
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
Real-Time Head Pose Estimation for Mobile Devices. IDEAL (2012)
Tsang Ing Ren, George D. C. Cavalcanti, Francisco Nascimento Junior, Gabriela Espadas
A Neural Network Based Approach for GPCR Protein Prediction Using Pattern Discovery. IDEAL (2012)
Hugo R. Albuquerque, Tsang Ing Ren, George D. C. Cavalcanti
Image Fusion Combining Frequency Domain Techniques Based on Focus. ICTAI (2012)
Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren
A Dimensionality Reduction Approach for Modular Neural Networks. ICTAI (2012)
George D. C. Cavalcanti, Tsang Ing Ren, Breno A. Vale
Data Complexity Measures and Nearest Neighbor Classifiers: A Practical Analysis for Meta-learning. ICTAI (2012)
João Paulo Magalhães, Tsang Ing Ren, George D. C. Cavalcanti
Face Detection under Illumination Variance Using Combined AdaBoost and Gradientfaces. IDEAL (2012)
Tsang Ing Ren, George D. C. Cavalcanti, Dimas Gabriel, Hector N. B. Pinheiro
A Hybrid GMM Speaker Verification System for Mobile Devices in Variable Environments. IDEAL (2012)
Roberto H. W. Pinheiro, George D. C. Cavalcanti, Renato Fernandes Corrêa, Tsang Ing Ren
A global-ranking local feature selection method for text categorization. Expert Syst. Appl. 39 (17) (2012)
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
A modular architecture based on image quality for fingerprint spoof detection. SMC (2012)
Dayvid V. R. Oliveira, Guilherme R. Magalhaes, George D. C. Cavalcanti, Tsang Ing Ren
Improved Self-Generating Prototypes Algorithm for Imbalanced Datasets. ICTAI (2012)
Rafael M. Barreto, Tsang Ing Ren, George D. C. Cavalcanti
L2-Norm metric learning applied to unconstrained face pair-matching. ICIP (2012)
Wendeson S. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti
Retinal vessel segmentation using Average of Synthetic Exact Filters and Hessian matrix. ICIP (2012)
Wendeson S. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti
An Unsupervised Segmentation Method for Retinal Vessel Using Combined Filters. ICTAI (2012)
Renata Nascimento, Fabiane Queiroz, Allan Rocha, Tsang Ing Ren, Vinícius Mello, Adelailson Peixoto
Colorization and Illumination of 2D Animations Based on a Region-Tree Representation. SIBGRAPI (2011)
Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren
Autoassociative Pyramidal Neural Network for face verification. IJCNN (2011)