Pablo Vinicius Alves de Barros

Pós-doutorado

Formação complementar

Idiomas

Áreas de atuação

Organização de eventos

Participação em eventos

Orientou

Produções bibliográficas

• BARRIENTOS R, DAVID J. ; MEDINA, MARIE CHANTELLE C. ; FERNANDES, BRUNO J.T. ; BARROS, PABLO V.A. . The use of reinforcement learning algorithms in object tracking: A systematic literature review. NEUROCOMPUTING , v. 596, p. 127954, 2024.

• CRUZ, FRANCISCO ; KARIMPANAL, THOMMEN GEORGE ; SOLIS, MIGUEL A. ; Barros, Pablo ; DAZELEY, RICHARD . Human-aligned reinforcement learning for autonomous agents and robots. NEURAL COMPUTING & APPLICATIONS , v. 35, p. 16689-16691, 2023.

• Barros, Pablo ; BARAKOVA, EMILIA ; WERMTER, STEFAN . Adapting the Interplay Between Personalized and Generalized Affect Recognition Based on an Unsupervised Neural Framework. IEEE Transactions on Affective Computing , v. 13, p. 1349-1365, 2022.

• SCIUTTI, ALESSANDRA ; Barros, Pablo ; CASTELLANO, GINEVRA ; NAGAI, YUKIE . Editorial: Affective shared perception. FRONTIERS IN INTEGRATIVE NEUROSCIENCE , v. 16, p. 1, 2022.

• CHURAMANI, NIKHIL ; Barros, Pablo ; GUNES, HATICE ; WERMTER, STEFAN . Affect-Driven Learning of Robot Behaviour for Collaborative Human-Robot Interactions. Frontiers In Robotics And Ai , v. 9, p. 1, 2022.

• Barros, Pablo ; SCIUTTI, ALESSANDRA . All by Myself: Learning individualized competitive behavior with a contrastive reinforcement learning optimization. NEURAL NETWORKS , v. 150, p. 364-376, 2022.

• GALVÃO, YVES M. ; PORTELA, LETÍCIA ; Barros, Pablo ; DE ARAÚJO FAGUNDES, ROBERTA ANDRADE ; FERNANDES, BRUNO J.T. . OneFall-GAN: A one-class GAN framework applied to fall detection. ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH , v. 35, p. 101227, 2022.

• Barros, Pablo ; YALÇ'N, ÖZGE NILAY ; TANEVSKA, ANA ; SCIUTTI, ALESSANDRA . Incorporating rivalry in reinforcement learning for a competitive game. NEURAL COMPUTING & APPLICATIONS , v. 1, p. 1, 2022.

• Barros, Pablo ; SCIUTTI, ALESSANDRA . Across the Universe: Biasing Facial Representations Toward Non-Universal Emotions With the Face-STN. IEEE Access , v. 10, p. 103932-103947, 2022.

• GALVÃO, YVES M. ; FERREIRA, JANDERSON ; ALBUQUERQUE, VINÍCIUS A. ; Barros, Pablo ; FERNANDES, BRUNO J.T. . A multimodal approach using deep learning for fall detection. EXPERT SYSTEMS WITH APPLICATIONS , v. 168, p. 114226, 2021.

• GALVAO, YVES M. ; PORTELA, LETICIA ; FERREIRA, JANDERSON ; Barros, Pablo ; DE ARAUJO FAGUNDES, OBERTA ANDRADE ; FERNANDES, BRUNO J. T. . A Framework for Anomaly Identification Applied on Fall Detection. IEEE Access , v. 9, p. 77264-77274, 2021.

• Barros, Pablo ; BLOEM, ANNE C. ; HOOTSMANS, INGE M. ; OPHEIJ, LENA M. ; TOEBOSCH, ROMAIN H. A. ; BARAKOVA, EMILIA ; SCIUTTI, ALESSANDRA . You Were Always on My Mind: Introducing Chef?s Hat and COPPER for Personalized Reinforcement Learning. Frontiers In Robotics And Ai , v. 8, p. 1, 2021.

• Barros, Pablo ; WERMTER, STEFAN ; RUDOVIC, OGNJEN ; GUNES, HATICE . Special Issue on Automated Perception of Human Affect from Longitudinal Behavioral Data. IEEE Transactions on Affective Computing , v. 12, p. 551-552, 2021.

• ANDRIELLA, ANTONIO ; SIQUEIRA, HENRIQUE ; FU, DI ; MAGG, SVEN ; Barros, Pablo ; WERMTER, STEFAN ; TORRAS, CARME ; ALENYÀ, GUILLEM . Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits. International Journal of Social Robotics , v. 13, p. 2081-2102, 2021.

• FU, DI ; WEBER, CORNELIUS ; YANG, GUOCHUN ; KERZEL, MATTHIAS ; NAN, WEIZHI ; Barros, Pablo ; WU, HAIYAN ; LIU, XUN ; WERMTER, STEFAN . What Can Computational Models Learn From Human Selective Attention? A Review From an Audiovisual Unimodal and Crossmodal Perspective. FRONTIERS IN INTEGRATIVE NEUROSCIENCE , v. 14, p. 1, 2020.

• Barros, Pablo ; CHURAMANI, NIKHIL ; SCIUTTI, ALESSANDRA . The FaceChannel: A Fast and Furious Deep Neural Network for Facial Expression Recognition. SN Computer Science , v. 1, p. 321, 2020.

• Barros, Pablo ; EPPE, MANFRED ; PARISI, GERMAN I. ; LIU, XUN ; WERMTER, STEFAN . Expectation Learning for Stimulus Prediction Across Modalities Improves Unisensory Classification. Frontiers In Robotics And Ai , v. 6, p. 6, 2019.

• WIESER, IRIS ; Barros, Pablo ; HEINRICH, STEFAN ; WERMTER, STEFAN . Understanding auditory representations of emotional expressions with neural networks. NEURAL COMPUTING & APPLICATIONS , v. 1, p. 1, 2018.

• Barros, Pablo ; PARISI, GERMAN I. ; WEBER, CORNELIUS ; WERMTER, STEFAN . Emotion-modulated attention improves expression recognition: A deep learning model. NEUROCOMPUTING , p. 104-114, 2017.

• Tsironi, Eleni ; Barros, Pablo ; WEBER, C. ; WERMTER, S. . An Analysis of Convolutional Long-Short Term Memory Recurrent Neural Networks for Gesture Recognition. NEUROCOMPUTING , p. 76-76, 2017.

• Barros, Pablo ; MACIEL-JUNIOR, NESTOR T. ; FERNANDES, BRUNO J.T. ; BEZERRA, BYRON L.D. ; FERNANDES, SERGIO M.M. . A dynamic gesture recognition and prediction system using the convexity approach. COMPUTER VISION AND IMAGE UNDERSTANDING , v. 155, p. 139-149, 2017.

• Barros, P. ; WERMTER, S. . Developing crossmodal expression recognition based on a deep neural model. Adaptive Behavior , v. 24, p. 373-396, 2016.

• Barros, Pablo ; JIRAK, DOREEN ; WEBER, CORNELIUS ; WERMTER, STEFAN . Multimodal emotional state recognition using sequence-dependent deep hierarchical features. Neural Networks , v. 72, p. 140-151, 2015.

• Barros, Pablo ; MAGG, S. ; WEBER, C. ; WERMTER, S. . A Multichannel Convolutional Neural Network for Hand Posture Recognition. Lecture Notes in Computer Science , v. 8131, p. 403-410, 2014.

• BARROS, P. V. A. ; MACIEL JUNIOR, N. T. ; BISNETO, J. M. M. ; FERNANDES, B. ; BEZERRA, B. L. D. ; FERNANDES, S. M. M. . An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS. Lecture Notes in Computer Science , v. 8131, p. 412-419, 2013.

• MACIEL, A. ; LINS, R. ; BARROS, P. V. A. ; CARVALHO FILHO, E. . Desenvolvendo Soluções com Interface Baseada em Voz. Livro dos Tutoriais do XI Simpósio Brasileiro sobre Fatores Humanos em Sistemas Computacionais , v. 1, p. 21-41, 2012.

• Barros, Pablo ; SCIUTTI, ALESSANDRA . CIAO! A Contrastive Adaptation Mechanism for Non-Universal Facial Expression Recognition. In: 2022 10th International Conference on Affective Computing and Intelligent Interaction (ACII), 2022, Nara. 2022 10th International Conference on Affective Computing and Intelligent Interaction (ACII), 2022. p. 1.

• Barros, Pablo ; SCIUTTI, ALESSANDRA ; BLOEM, ANNE C. ; HOOTSMANS, INGE M. ; OPHEIJ, LENA M. ; TOEBOSCH, ROMAIN H.A. ; BARAKOVA, EMILIA . It's Food Fight! Designing the Chef's Hat Card Game for Affective-Aware HRI. In: HRI '21: ACM/IEEE International Conference on HumanRobot Interaction, 2021, Boulder CO USA. Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction. New York: ACM. p. 524.

• BARROS, PABLO ALVES DE ; TANEVSKA, ANA ; SCIUTTI, ALESSANDRA . Affect-Aware Learning for Social Robots. In: UMAP '21: 29th ACM Conference on User Modeling, Adaptation and Personalization, 2021, Utrecht Netherlands. Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization. New York: ACM. p. 130.

• Barros, Pablo ; TANEVSKA, ANA ; SCIUTTI, ALESSANDRA . Learning from Learners: Adapting Reinforcement Learning Agents to be Competitive in a Card Game. In: 2020 25th International Conference on Pattern Recognition (ICPR), 2021, Milan. 2020 25th International Conference on Pattern Recognition (ICPR), 2021. p. 2716.

• Barros, Pablo ; TANEVSKA, ANA ; CRUZ, FRANCISCO ; SCIUTTI, ALESSANDRA . Moody Learners - Explaining Competitive Behaviour of Reinforcement Learning Agents. In: 2020 Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics (ICDLEpiRob), 2020, Valparaiso. 2020 Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 2020. p. 1.

• FERREIRA, JANDERSON ; JUNIOR, AGOSTINHO A. F. ; GALVAO, YVES M. ; Barros, Pablo ; MURILO MACIEL FERNANDES, SERGIO ; FERNANDES, BRUNO J. T. . Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model. In: 2020 Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics (ICDLEpiRob), 2020, Valparaiso. 2020 Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 2020. p. 1.

• Barros, Pablo ; CHURAMANI, NIKHIL ; SCIUTTI, ALESSANDRA . The FaceChannel: A Light-weight Deep Neural Network for Facial Expression Recognition. In: 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), 2020, Buenos Aires. 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), 2020. p. 652.

• Barros, P. ; PARISI, G. I. ; WERMTER, S. . A Personalized Affective Memory Model for Improving Emotion Recognition. In: International Conference on Machine Learning (ICML), 2019, Long Beach. PMLR, 2019.

• LINDT, ALEXANDRA ; Barros, Pablo ; SIQUEIRA, HENRIQUE ; WERMTER, STEFAN . Facial Expression Editing with Continuous Emotion Labels. In: 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), 2019, Lille. 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), 2019. p. 1.

• MARZOUK, AHMED ; Barros, Pablo ; EPPE, MANFRED ; WERMTER, STEFAN . The Conditional Boundary Equilibrium Generative Adversarial Network and its Application to Facial Attributes. In: 2019 International Joint Conference on Neural Networks (IJCNN), 2019, Budapest. 2019 International Joint Conference on Neural Networks (IJCNN), 2019. p. 1.

• Barros, Pablo ; CHURAMANI, NIKHIL ; LIM, ANGELICA ; WERMTER, STEFAN . The OMG-Empathy Dataset: Evaluating the Impact of Affective Behavior in Storytelling. In: 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), 2019, Cambridge. 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), 2019. p. 1.

• Barros, Pablo ; FLIESSWASSER, ERIK ; KERZEL, MATTHIAS ; WERMTER, STEFAN . Exploring Low-level and High-level Transfer Learning for Multi-task Facial Recognition with a Semi-supervised Neural Network. In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019, Macau. 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019. p. 1378.

• Barros, Pablo ; CHURAMANI, NIKHIL ; LAKOMKIN, EGOR ; SIQUEIRA, HENRIQUE ; SUTHERLAND, ALEXANDER ; WERMTER, STEFAN . The OMG-Emotion Behavior Dataset. In: 2018 International Joint Conference on Neural Networks (IJCNN), 2018, Rio de Janeiro. 2018 International Joint Conference on Neural Networks (IJCNN), 2018. p. 1.

• CHURAMANI, NIKHIL ; Barros, Pablo ; STRAHL, ERIK ; WERMTER, STEFAN . Learning Empathy-Driven Emotion Expressions using Affective Modulations. In: 2018 International Joint Conference on Neural Networks (IJCNN), 2018, Rio de Janeiro. 2018 International Joint Conference on Neural Networks (IJCNN), 2018. p. 1.

• Barros, Pablo ; PARISI, GERMAN I. ; FU, DI ; LIU, XUN ; WERMTER, STEFAN . Expectation Learning and Crossmodal Modulation with a Deep Adversarial Network. In: 2018 International Joint Conference on Neural Networks (IJCNN), 2018, Rio de Janeiro. 2018 International Joint Conference on Neural Networks (IJCNN), 2018. p. 1.

• PARISI, GERMAN I. ; Barros, Pablo ; FU, DI ; MAGG, SVEN ; WU, HAIYAN ; LIU, XUN ; WERMTER, STEFAN . A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments *. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018, Madrid. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018. p. 2330.

• SIQUEIRA, HENRIQUE ; Barros, Pablo ; MAGG, SVEN ; WERMTER, STEFAN . An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018, Madrid. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018. p. 1563.

• SIQUEIRA, HENRIQUE ; SUTHERLAND, ALEXANDER ; Barros, Pablo ; KERZEL, MATTIAS ; MAGG, SVEN ; WERMTER, STEFAN . Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue. In: 2018 IEEERAS 18th International Conference on Humanoid Robots (Humanoids), 2018, Beijing. 2018 IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids), 2018. p. 1.

• Barros, Pablo ; WERMTER, S. . A Self-Organizing Model for Affective Memory. In: International Joint Conference on Neural Networks, 2017, Anchorage. Proceedings of the International Joint Conference on Neural Networks, 2017.

• CHURAMANI, N. ; KERZEL, M. ; STRAHL, E. ; Barros, Pablo ; WERMTER, S. . Teaching Emotion Expressions to a Human Companion Robot using Deep Neural Architectures. In: International Joint Conference on Neural Networks, 2017, Anchorage. Proceedings of the International Joint Conference on Neural Networks, 2017.

• PARISI, GERMAN I. ; Barros, Pablo ; KERZEL, MATTHIAS ; WU, HAIYAN ; YANG, GUOCHUN ; LI, ZHENGHAN ; LIU, XUN ; WERMTER, STEFAN . A computational model of crossmodal processing for conflict resolution. In: 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDLEpiRob), 2017, Lisbon. 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 2017. p. 33.

• ELFARAMAWY, NOURHAN ; Barros, Pablo ; PARISI, GERMAN I. ; WERMTER, STEFAN . Emotion Recognition from Body Expressions with a Neural Network Architecture. In: the 5th International Conference, 2017, Bielefeld. Proceedings of the 5th International Conference on Human Agent Interaction - HAI '17. New York: ACM Press, 2017. p. 143.

• FERREIRA, JANDERSON ; FERRO, MILLA ; FERNANDES, BRUNO ; VALENCA, MEUSER ; BASTOS-FILHO, CARMELO ; Barros, Pablo . Extreme learning machine autoencoder for data augmentation. In: 2017 IEEE Latin American Conference on Computational Intelligence (LACCI), 2017, Arequipa. 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2017. p. 1.

• LIMA, TIAGO ; FERNANDES, BRUNO ; Barros, Pablo . Human action recognition with 3D convolutional neural network. In: 2017 IEEE Latin American Conference on Computational Intelligence (LACCI), 2017, Arequipa. 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2017. p. 1.

• Tsironi, Eleni ; Barros, Pablo ; WERMTER, STEFAN . Gesture Recognition with a Convolutional Long Short-Term Memory Recurrent Neural Network. In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2016, Bruges. Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2016.

• SPECK, D. ; Barros, Pablo ; WEBER, C. ; WERMTER, S. . Ball Localization for Robocup Soccer using Convolutional Neural Networks. In: International Rocobup Symposium, 2016, Leipzig. Proceedings of the International Rocobup Symposium, 2016.

• MOUSAVI, NIMA ; SIQUEIRA, HENRIQUE ; Barros, Pablo ; FERNANDES, BRUNO ; WERMTER, STEFAN . Understanding how deep neural networks learn face expressions. In: 2016 International Joint Conference on Neural Networks (IJCNN), 2016, Vancouver. 2016 International Joint Conference on Neural Networks (IJCNN), 2016. p. 227.

• Barros, Pablo ; WEBER, CORNELIUS ; WERMTER, STEFAN . Learning auditory neural representations for emotion recognition. In: 2016 International Joint Conference on Neural Networks (IJCNN), 2016, Vancouver. 2016 International Joint Conference on Neural Networks (IJCNN), 2016. p. 921.

• HINZ, T. ; Barros, Pablo ; WERMTER, STEFAN . The Effects of Regularization on Learning Facial Expressions with Convolutional Neural Networks. In: International Conference on Artificial Neural Networks (ICANN), 2016, Barcelona. Proceedings of the International Conference on Artificial Neural Networks (ICANN), 2016.

• JIRAK, D. ; Barros, Pablo ; WERMTER, S. . Dynamic Gesture Recognition Using Echo State Network. In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2015, Bruges. Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2015.

• BORGHETTI, M. ; Barros, P. ; PARISI, G. I. ; WERMTER, S. . Learning Objects From RGB-D Sensors Using Point Cloud-Based Neural Networks. In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2015, Bruges. Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2015.

• HAMESTER, D. ; Barros, Pablo ; WERMTER, S. . Face Expression Recognition with a 2-Channel Convolutional Neural Network. In: International Joint Conference on Neural Networks (IJCNN), 2015, Killarney. Proceedings of IJCNN, 2015.

• Barros, Pablo ; WERMTER, S. . Recognizing Complex Mental States With Deep Hierarchical Features For Human Robot Interaction. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015, Hamburg. Proceedings of International Conference on Intelligent Robots and Systems. Hamburg, 2015.

• Barros, Pablo ; WEBER, C. ; WERMTER, STEFAN . Emotional Expression Recognition with a Cross-Channel Convolutional Neural Network for Human-Robot Interaction. In: 2015 IEE-RAS International Conference on Humanoid Robots, 2015, Seoul. Proceedings of 2015 IEE-RAS International Conference on Humanoid Robots, 2015.

• PARISI, G. I. ; BARROS, P. V. A. ; WERMTER, S. . FINGeR: Framework for Interactive Neural-based Gesture Recognition. In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2014, Burges. Proceedings of European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2014.

• BARROS, P. V. A. ; MAGG, S. ; WEBER, C. ; WERMTER, S. . A Multichannel Convolutional Neural Network for Hand Posture Recognition. In: International Conference on Artificial Neural Networks 2014, 2014, Hamburg. 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings. Berlin: Springer International Publishing, 2014. v. 8681. p. 402-410.

• Barros, Pablo ; PARISI, GERMAN I. ; JIRAK, DOREEN ; WERMTER, STEFAN . Real-time gesture recognition using a humanoid robot with a deep neural architecture. In: 2014 IEEERAS 14th International Conference on Humanoid Robots (Humanoids 2014), 2014, Madrid. 2014 IEEE-RAS International Conference on Humanoid Robots. p. 646.

• BARROS, PABLO V. A. ; JUNIOR, NESTOR T. M. ; BISNETO, JUVENAL M. M. ; FERNANDES, BRUNO J. T. ; BEZERRA, BYRON L. D. ; FERNANDES, SERGIO M. M. . Convexity local contour sequences for gesture recognition. In: the 28th Annual ACM Symposium, 2013, Coimbra. Proceedings of the 28th Annual ACM Symposium on Applied Computing - SAC '13. New York: ACM Press. p. 34.

• BARROS, P. V. A. ; MACIEL JUNIOR, N. T. ; BISNETO, J. M. M. ; FERNANDES, B. J. T. ; BEZERRA, B. L. D. ; FERNANDES, S. M. M. . An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS. In: 09'International Conference on Artificial Neural Networks 2013, 2013, Sófia. 23rd International Conference on Artificial Neural Networks Sofia, Bulgaria, September 10-13, 2013. Proceedings. Berlin: Springer Berlin Heidelberg, 2013. v. 8131. p. 412-419.

• JUNIOR, NESTOR T.M. ; BARROS, PABLO V.A. ; FERNANDES, BRUNO J.T. ; BEZERRA, BYRON L.D. ; FERNANDES, SERGIO M.M. . A Dynamic Gesture Prediction System Based on the CLCS Feature Extraction. In: 2013 BRICS Congress on Computational Intelligence & 11th Brazilian Congress on Computational Intelligence (BRICSCCI & CBIC), 2013, Ipojuca. 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence. p. 501.

• BARROS, P. V. A. ; DEMERY, R. A. . ONTOLOGIAZ: UM GERADOR DE ONTOLOGIAS OWL. In: 2º Encontro Regional de Tecnologia e Negócios, 2010, Serra Talhada. Anais do 2º Encontro Regional de Tecnologia e Negócios, 2010.

• BARROS, P. V. A. ; DEMERY, R. A. . BUSCA SEMÂNTICA BASEADA EM AGENTES INTELIGENTES. In: 2º Encontro Regional de Tecnologia e Negócios, 2010, Serra Talhada. Anais do 2º Encontro Regional de Tecnologia e Negócios, 2010.

• BARROS, P. V. A. ; SANTANA, T. S. ; AMARAL, J. A. ; BATISTA, C. F. L. ; PAIVA, S. C. . A evolução da propriedade intelectual na web. In: 2º Encontro Regional de Tecnologia e Negócios, 2010, Serra Talhada. Anais do 2º Encontro Regional de Tecnologia e Negócios, 2010.

• Secco, R.L. ; SILVA, M. H. L. F. ; BARROS, P. V. A. . Ambiente Interativo para Aprendizagem em LIBRAS Gestual e Escrita. In: IX JORNADA DE ENSINO, PESQUISA E EXTENSÃO, 2009, Recife. IX JORNADA DE ENSINO, PESQUISA E EXTENSÃO, 2009.

• BARROS, P. V. A. ; DEMERY, R. A. . RECONHECIMENTO DE VOZ USANDO O SPHINX-4: UM ESTUDO DE CASO. In: JORNADA DE ENSINO, PESQUISA E EXTENSÃO, 2009, Recife. IX JORNADA DE ENSINO, PESQUISA E EXTENSÃO, 2009.

• BARROS, P. V. A. ; Almeirda, I.R. ; DEMERY, R. A. . SCRUM: Uma metodologia ágil para projetos WEB com pequenas equipes. In: JORNADA DE ENSINO, PESQUISA E EXTENSÃO, 2009, Recife. IX JORNADA DE ENSINO, PESQUISA E EXTENSÃO, 2009.

• BORGHETTI, M. ; BARROS, P. V. A. ; WERMTER, S. . Learning Objects From RGB-D Sensors for Cleaning Tasks Using a Team of Cooperative Humanoid Robots. In: 15th Towards Autonomous Robotic Systems, 2014, Birmingham. Lecture notes in computer science. Berlin: Springer International Publishing, 2014. v. 8717. p. 273-275.

• BARROS, P. V. A. ; MACIEL JUNIOR, N. T. ; BISNETO, J. M. M. ; FERNANDES, B. ; BEZERRA, B. L. D. ; FERNANDES, S. M. M. . Using a Dynamic Time Warping to Recognize Dynamic Gestures. In: French-Brazilian Workshop on Numerical and Symbolic Methods of Data Analysis, 2013, Recife. Livro de Abstracts do French-Brazilian Workshop on Numerical and Symbolic Methods of Data Analysis, 2013.

• BARROS, P. V. A. ; DEMERY, R. A. . Speak Utilizando reconhecimento de voz aplicada a tradução. In: 62ª Reunião da Sociedade Brasileira Pró Ciência - SBPC, 2010, Natal - RN. Anais da 62ª Reunião da Sociedade Brasileira Pro Ciencia, 2010.

• Barros, P. ; WEBER, C. ; WERMTER, STEFAN . Emotional Expression Recognition with a Cross-Channel Convolutional Neural Network for Human-Robot Interaction. 2015. (Apresentação de Trabalho/Comunicação).

• Barros, P. ; WERMTER, STEFAN . Recognizing Complex Mental States With Deep Hierarchical Features For Human Robot Interaction. 2015. (Apresentação de Trabalho/Comunicação).

• Barros, P. ; MAGG, S. ; WEBER, C. ; WERMTER, S. . A Multichannel Convolutional Neural Network for Hand Posture Recognition. 2014. (Apresentação de Trabalho/Comunicação).

• Barros, Pablo ; PARISI, G. I. ; JIRAK, D. ; WERMTER, S. . Real-time Gesture Recognition Using a Humanoid Robot with a Deep Neural Architecture. 2014. (Apresentação de Trabalho/Comunicação).

• BARROS, P. V. A. ; MACIEL JUNIOR, N. T. ; BISNETO, J. M. M. ; FERNANDES, B. ; BEZERRA, B. L. D. ; FERNANDES, S. M. M. . Convexity Local Contour Sequence for Gesture Recognition. 2013. (Apresentação de Trabalho/Simpósio).

• BARROS, P. V. A. ; MACIEL JUNIOR, N. T. ; BISNETO, J. M. M. ; FERNANDES, B. ; BEZERRA, B. L. D. ; FERNANDES, S. M. M. . Using a Dynamic Time Warping to Recognize Dynamic Gestures. 2013. (Apresentação de Trabalho/Outra).

• BARROS, P. V. A. . III Workshop de profissões. 2012. (Apresentação de Trabalho/Conferência ou palestra).

• BARROS, P. V. A. ; FERNANDES, B. . Drone Move. 2011. (Apresentação de Trabalho/Outra).

• BARROS, P. V. A. ; DEMERY, R. A. . ONTOLOGIAZ: UM GERADOR DE ONTOLOGIAS OWL. 2010. (Apresentação de Trabalho/Outra).

• BARROS, P. V. A. ; DEMERY, R. A. . BUSCA SEMÂNTICA BASEADA EM AGENTES INTELIGENTES. 2010. (Apresentação de Trabalho/Outra).

• BARROS, P. V. A. ; DEMERY, R. A. . SPEAK: UTILIZANDO RECONHECIMENTO DE VOZ APLICADA A TRADUÇÃO. 2010. (Apresentação de Trabalho/Congresso).

• BARROS, P. V. A. ; DEMERY, R. A. ; Almeirda, I.R. . SCRUM Uma metodologia ágil para projetos WEB com pequenas equipes. 2009. (Apresentação de Trabalho/Outra).

• BARROS, P. V. A. ; Almeirda, I.R. . Gerenciamento de pequenas equipes de projetos web baseado na metodologia SCRUM. 2009. (Apresentação de Trabalho/Outra).

• BARROS, P. V. A. ; DEMERY, R. A. . RECONHECIMENTO DE VOZ USANDO O SPHINX-4: UM ESTUDO DE CASO. 2009. (Apresentação de Trabalho/Outra).

Outras produções

Projetos de pesquisa

• 2017 - Atual

  Crossmodal learning in a neurobotic cortical and midbrain model, Descrição: The goals of project A5 are (1) to develop novel neurocomputational techniques to improve our understanding of the superior colliculus (SC) and linked cortical areas; (2) to design and implement a self-organizing audiovisual model of these cortico-collicular networks in a physical robot; and (3) to compare both the model?s neural activity and the robot?s physical behaviour to the neural activity and physical behaviour of humans. The project will produce a novel computational architecture that can direct a robot?s gaze in a natural way to relevant stimuli.. , Situação: Em andamento; Natureza: Pesquisa. , Integrantes: Pablo Vinicius Alves de Barros - Integrante / German Ignasio Parisi - Integrante / Stefan Wermter - Coordenador.

• 2013 - 2016

  GRID - Gestures and Reference Instructions for Deep robot learning, Descrição: The communication task is one of the most important tasks within the area of Human-Robot Interaction (HRI). Spoken language alone sometimes can lead to misunderstanding information or is not enough to express reference instructions, for example. This project proposes to solve this problem using deep neural architectures, simulating multi-modal processing in the human brain.. , Situação: Concluído; Natureza: Pesquisa. , Integrantes: Pablo Vinicius Alves de Barros - Coordenador / Stefan Wermter - Integrante / Sven Magg - Integrante / Cornelius Weber - Integrante., Financiador(es): Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Bolsa., Número de produções C, T & A: 3

• 2012 - 2013

  ARATU - Robô de mapeamento geográfico extra-espacial., Descrição: Projeto em conjunto com a SPI Team e endossado pela NASA que prevê o teste de tecnologia para um robô de mapeamento geográfico a ser utilizado em explorações espaciais.. , Situação: Concluído; Natureza: Pesquisa. , Alunos envolvidos: Graduação: (4) / Mestrado acadêmico: (1) . , Integrantes: Pablo Vinicius Alves de Barros - Integrante / Bruno Fernandes - Coordenador / JUNIOR, NESTOR T. M. - Integrante., Número de produções C, T & A: 2

• 2011 - 2013

  DRONE - Projetos de vôos autônomos com VANTs, Descrição: Projeto que pretende desenvolver técnicas de inteligencia artificial e processamento de imagens para utilização em quadcopteros não tripulados.. , Situação: Concluído; Natureza: Pesquisa. , Integrantes: Pablo Vinicius Alves de Barros - Integrante / Bruno Fernandes - Coordenador., Número de produções C, T & A: 1

• 2011 - 2013

  Reconhecimento de Gestos e Voz Aplicado a Libras, Descrição: Reconhecimento de Gestos e voz para comunicação entre pessoas surdas e não-surdas utilizando técnicas especializadas.. , Situação: Concluído; Natureza: Pesquisa. , Alunos envolvidos: Graduação: (1) / Mestrado acadêmico: (1) . , Integrantes: Pablo Vinicius Alves de Barros - Integrante / JUNIOR, NESTOR T. M. - Integrante / FERNANDES, BRUNO J. T. - Integrante / BEZERRA, BYRON L. D. - Coordenador / FERNANDES, SERGIO M. M. - Integrante., Financiador(es): Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco - Auxílio financeiro., Número de produções C, T & A: 3

• 2011 - 2013

  Avatar Educação, Descrição: Descrição: Criação de personagem gráfico sincronizado com fala sintética para monitoria e tutoria de conteúdo de educação a distância.. Situação: Concluído; Natureza: Desenvolvimento.. , Situação: Concluído; Natureza: Pesquisa. , Integrantes: Pablo Vinicius Alves de Barros - Integrante / Rodrigo Lins - Integrante / Alexandre Maciel - Coordenador., Financiador(es): Serviço de Apoio às Micro e Pequenas Empresas de Recife - Auxílio financeiro., Número de produções C, T & A: 1

• 2010 - 2010

  Agentes Inteligentes, Descrição: Pesquisa e utilização de agentes inteligentes para busca de dados semânticos.. , Situação: Concluído; Natureza: Pesquisa. , Alunos envolvidos: Graduação: (1) / Mestrado acadêmico: (1) . , Integrantes: Pablo Vinicius Alves de Barros - Coordenador / Richarlyson Alves D´Emery - Integrante., Número de produções C, T & A: 1

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