Publications

Year:  

[1] André Mateus, David Ribeiro, Pedro Miraldo, Jacinto Nascimento, Efficient and robust Pedestrian Detection using Deep Learning for Human-Aware Navigation, Accepted in Robotics and Autonomous Systems, Vol. 113, pp 23-37, 2019
[2] Rodolfo Abreu, Alberto Leal, Patrícia Figueiredo, Identification of epileptic brain states by dynamic functional connectivity analysis of simultaneous EEG-fMRI, Scientific Reports Vol. 24, No. 9(1), Article 638 , 2019
[3] Giovanni Saponaro, Lorenzo Jamone, Alexandre Bernardino, Giampiero Salvi, Beyond the Self: Using Grounded Affordances to Interpret and Describe Others’ Actions, IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2019
[4] Mainak Biswas, Venkatanareshbabu Kuppili, Luca Saba, Damodar Edla, Harman S. Suri, Elisa Cuadrado-Godia, John R. Laird, Rui Marinhoe, João Sanches, Andrew Nicolaides, Jasjit S. Suri, State-of-the-art review on deep learning in medical imaging, Frontiers in Bioscience, Vol. 24 pp. 392-426, 2019
[1] Maria Fernandes, João Sanches, Raquel Seruca, Targeting the PI3K Signalling as a Therapeutic Strategy in Colorectal Cancer, Targeted Therapy of Colorectal Cancer Subtypes. Advances in Experimental Medicine and Biology. vol 1110. Springer, Cham., 2019
[2] Pedro Cardoso, Jânio Monteiro, Nelson Pinto, Dario Cruz, João Rodrigues, Application of Machine Learning Algorithms to the IoE: A Survey, In Harnessing the Internet of Everything (IoE) for Accelerated Innovation Opportunities, pp. 31-56, IGI Global, 2019
[1] Tiago Veiga, Miguel Silva, Rodrigo Ventura, Pedro Lima, An Hierarchical Approach to Active Semantic Mapping Using Probabilistic Logic and Information Reward POMDP, Accepted in Proc. of ICAPS 2019 - 29th International Conference on Automated Planning and Scheduling, Berkeley, USA, 2019
[2] Gonçalo Pais, Jacinto Nascimento, Pedro Miraldo, OmniDRL: Robust Pedestrian Detection using Deep Reinforcement Learning on Omnidirectional Cameras, Accepted in IEEE International Conference on Robotics and Automation (ICRA), Montreal, Canada, 2019
[3] João Campos, J. Cardoso, POSEAMM: A Unified Framework for Solving Pose Problems using an Alternating Minimization Method, Accepted in Proc. IEEE International Conf. Robotics and Automation (ICRA), 2019, 2019
[4] Sebastião Miranda, David Nogueira, Afonso Mendes, Andreas Vlachos, Andrew Secker, Rebecca Garret, Jeff Mitchel, Zita Marinho, Automated Fact-Checking in the News Room, Accepted in The Web Conference, San Francisco, USA, 2019
[5] Catarina Barata, Jacinto Nascimento, Jorge S. Marques, Multiple Agents Representation Using Motion Fields, Accepted in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Brighton, UK, 2019 - PDF
[6] Daniela Medley, Carlos Santiago, Jacinto Nascimento, Segmenting the left ventricle in cardiac MRI: from handcrafted to deep region based descriptors, Accepted in IEEE International Symposium on Biomedical Imaging (ISBI). Venice, Italy, 2019 - PDF
[7] Catarina Barata, Jorge S. Marques, Deep Learning for Skin Cancer Diagnosis with Hierarchical Architectures, Accepted in IEEE International Symposium on Biomedical Imaging (ISBI). Venice, Italy, 2019 - PDF
[8] Leandro Dihl, Leandro Cruz, Nuno Barroso Monteiro, Nuno Goncalves, A Content-aware Filtering for RGBD Faces, Accepted in International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP). Prague, Czech Republic, 2019 - PDF
[9] André Mateus, O. Tahri, Pedro Miraldo, Active Estimation of 3D Lines in Spherical Coordinates, Proc. of ACC 2019 - American Control Conference, USA, 2019
[1] Pedro Guerreiro, Distributed Algorithms for Collaborative Learning, Ph.D. Thesis, Instituto Superior Técnico, Universidade de Lisboa, February, 2019
[2] Pedro Lourenço, Globally Convergent Simultaneous Localization and Mapping: Design Techniques, Analysis, and Implementation, Ph.D. Thesis, Instituto Superior Técnico, Universidade de Lisboa, January, 2019
[1] João Avelino, Ricardo Ribeiro, Hugo Simão, Plinio Moreno, Rui Figueiredo, Nuno Duarte, Ricardo Nunes, Alexandre Bernardino, Martina Čaić, Dominik Mahr, Gaby Odekerken-Schröder, Experiments with Vizzy as a Coach for Elderly Exercise, Personal Robots for Exercising and Coaching (PREC) workshop at ACM/IEEE International Conference on Human-Robot Interaction (HRI 2018). Chicago, USA, 2019