Nuno Miguel Gonçalves

    Name: Nuno Miguel Gonçalves, Ph.D.
    Position: Assistant Professor with Tenure
    Website: http://www.deec.uc.pt/~nunogon
    Office: 3A.14
    Internal Phone: 421360
    Email: nunogon@isr.uc.pt




    Nuno Goncalves is researcher at the Institute for Systems and Robotics - Coimbra and Assistant Professor at the Dept. of Electrical and Computers Engineering of the University of Coimbra. He is also Innovation Manager at the Portuguese Mint and Official Printing Office (INCM). He is the Coordinator of the AI group of APDSI. Nuno Gonçalves (Member, IEEE) received the Ph.D. degree in Computer Vision from the University of Coimbra, Portugal, in 2008. Since 2008, he has been a Tenured Assistant Professor with the Department of Electrical and Computers Engineering, Faculty of Sciences and Technology, University of Coimbra. He is currently a Senior Researcher with the Institute of Systems and Robotics, University of Coimbra, where he researches since 2000. He has been coordinating several projects centered on the technology transfer to the industry. In 2018, he joined the Portuguese Mint and Official Printing Office as an Innovation Manager. His main Research topis and projects coordination areas include several lines, such as biometrics, facial recognition, morphing attack detection, presentation attack detection, graphical security, security coding, steganography, and robotics. He has been working in the design and introduction of new products as result of the innovation projects. He is the author of several papers and communications in high-impact journals and international conferences and six patents, pending and already Granted by EUIPO and USPTO. His scientific career has been mainly developed in the fields of computer vision, visual information security, biometrics, computer graphics, autonomous driving and robotics.

    Supervisor of:
    Aniana da Rosa de Brito da Cruz, Postdoctoral Fellow
    João Marcos, Postdoctoral Fellow
    Jin Bo, Postdoctoral Fellow
    Iurii Medvedev, Ph.D. Student
    Guilherme Schardong, Postdoctoral Fellow
    Allan Freitas, Postdoctoral Fellow
    Luís Pereira, Postdoctoral Fellow
    Carlos Roxo, Research Engineer
    David Ferreira, Research Engineer
    Francisco Porto, M.Sc. Student
    Ruben Castanheira, M.Sc. Student
    Ali Ahmadi, Ph.D. Student
    Ajnas Muhammed, Postdoctoral Fellow
    Gustavo Bongiovi, Research Engineer




    Journals

    B. Jin, N. Gonçalves, L. Cruz, I. Medvedev, Yuanyu Yu, Jiujiang Wang, , Simulated multimodal deep facial diagnosis, Expert Systems with Applications, 2024
    https://doi.org/10.1016/j.eswa.2024.123881
    Luiz Schimer, Tiago Novello, Vinicius da Silva, G. Schardong, Daniel Perazzo, Helio Lopes, N. Gonçalves, Luiz Velho, Geometric implicit neural representations for signed distance functions, Computers & Graphics, Volume 125, 2024
    https://doi.org/10.1016/j.cag.2024.104085
    Zihan Jiang, Yiqun Ma, Bingyu Shi, Xin Lu, Jian Xing, N. Gonçalves, Social NSTransformers: Low-Quality Pedestrian Trajectory Prediction, IEEE Transactions on Artificial Intelligence , 1(01) , 2024
    https://doi.org/10.1109/TAI.2024.3421175

    Conferences

    Farhad Shadmand, I. Medvedev, Luiz Schirmer, J. Marcos, N. Gonçalves, StampOne: Addressing Frequency Balance in Printer-proof Steganography, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 4367-4376, 2024
    https://doi.org/10.1109/cvprw63382.2024.00440
    G. Schardong, Tiago Novello, Hallison Paz, I. Medvedev, Vinicius da Silva, Luiz Velho, N. Gonçalves, Neural Implicit Morphing of Face Images, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 7321-7330, 2024
    https://doi.org/10.1109/cvpr52733.2024.00699
    I. Medvedev, Farhad Shadmand, N. Gonçalves, Young Labeled Faces in the Wild (YLFW): A Dataset for Children Faces Recognition, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), pp. 1-10, Istanbul, Turkiye, 2024
    https://doi.org/10.1109/FG59268.2024.10582021
    I. Medvedev, N. Gonçalves, Quadruplet Loss for Improving the Robustness to Face Morphing Attacks, 2024 12th International Workshop on Biometrics and Forensics (IWBF), pp. 01-06, Enschede, Netherlands, 2024
    https://doi.org/10.1109/IWBF62628.2024.10593860
    N. Gonçalves Mendes, Jérôme Mendes, N. Gonçalves, P. Moura, Energy Management Framework for Transactive Energy Communities, IEEE 22nd Mediterranean Electrotechnical Conference (MELECON), pp. 1060-1065, Porto, Portugal, 2024
    https://doi.org/10.1109/MELECON56669.2024.10608690
    I. Medvedev, N. Gonçalves, MorFacing: A Benchmark for Estimation Face Recognition Robustness to Face Morphing Attacks, IEEE International Joint Conference on Biometrics (IJCB 2024), Special Sessions on Face Morphing Attack and Detection Techniques (FMADT-2024), 2024
    https://doi.org/10.1109/IJCB62174.2024.10744449
    Lambert Igene, Afzal Hossain, Stephanie Schuckers, Mohammad Zahir Uddin Chowdhury, Humaira Rezaie, Ayden Rollins, Jesse Dykes, Rahul Vijaykumar, Sebastien Marcel, Juan Tapia, Carlos Aravena, Daniel Schulz, Nima Ka, J. Marcos, N. Gonçalves, Face Liveness Detection Competition (LivDet-Face), IEEE International Joint Conference on Biometrics Competitions, 2024
    https://doi.org/10.1109/IJCB62174.2024.10744462
    Telmo Cunha, Luiz Schirmer, J. Marcos, N. Gonçalves, Noise Simulation for the Improvement of Training Deep Neural Network for Printer-Proof Steganography, In Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods – ICPRAM , pages 179-186, 2024
    https://doi.org/10.5220/0012272300003654
    I. Medvedev, Joana Pimenta, N. Gonçalves, Fused Classification For Differential Face Morphing Detection, In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision , pp. 1043-1050, 2024
    https://doi.org/10.1109/WACVW60836.2024.00114

    Journals

    G. Melotti, W. Lu, P. Conde, D. Zhao, A. Asvadi, N. Gonçalves, C. Premebida, Probabilistic approach for road-users detection, IEEE Transactions on Intelligent Transportation Systems, 2023
    https://doi.org/10.1109/TITS.2023.3268578

    Conferences

    I. Medvedev, Farhad Shadmand, N. Gonçalves, MorDeephy: Face Morphing Detection via Fused Classification, 12th International Conference on Pattern Recognition Application and Methods, Lisbon, Portugal, 2023
    M. Leão, N. Gonçalves, Dealing with Overfitting in the Context of Liveness Detection Using FeatherNets with RGB Images, 12th International Conference on Pattern Recognition Application and Methods, Lisbon, Portugal, 2023

    Journals

    Gustavo Assunção, N. Gonçalves, P. Menezes, Bio-Inspired Modality Fusion for Active Speaker Detection, Applied Sciences , 11, 3397, 2021
    http://doi.org/10.3390/app11083397
    Farhad Shadmand, I. Medvedev, N. Gonçalves, CodeFace: A Deep Learning Printer-Proof Steganography for Face Portraits,  IEEE Access, 9, 167282-167291, 2021
    I. Medvedev, Farhad Shadmand, L. Cruz, N. Gonçalves, Towards Facial Biometrics for ID Document Validation in Mobile Devices,  Applied Sciences, 11(13), 6134, 2021

    Conferences

    J. Tremoço, I. Medvedev, N. Gonçalves, QualFace: Adapting Deep Learning Face Recognition for ID and Travel Documents with Quality Assessment, 021 International Conference of the Biometrics Special Interest Group (BIOSIG), IEEE, 2021

    Journals

    B. Jin, L. Cruz, N. Gonçalves, Deep Facial Diagnosis: Deep Transfer Learning From Face Recognition to Facial Diagnosis, IEEE Access, 8, 123649-123661, 2020
    P. Menezes, B. Patrão, N. Gonçalves, Augmented Shared Spaces: An Application for Exposure Psychotherapy, International Journal of Online and Biomedical Engineering (iJOE) , 16, 4, 2020
    doi.org/10.3991/ijoe.v16i04
    https://doi.org/10.3991/ijoe.v16i04

    Conferences

    Ricardo Pereira, N. Gonçalves, L. Artur da Silva Garrote, T. Barros da Silva, A. Barata Pires Lopes, U. J. Nunes, Deep-Learning based Global and Semantic Feature Fusion for Indoor Scene Classification, IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), pp. 67-73, Ponta Delgada, Portugal, 2020
    https://doi.org/10.1109/ICARSC49921.2020.9096068
    G. Erabati, N. Gonçalves, H. Araújo, OBJECT DETECTION IN TRAFFIC SCENARIOS-A COMPARISON OF TRADITIONAL AND DEEP LEARNING APPROACHES, 9th International Conference on Advanced Information Technologies and Applications (ICAITA 2020), 2020
    G. Melotti, C. Premebida, N. Gonçalves, Multimodal deep-learning for object recognition combining camera and LIDAR data, In 2020 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), pp. 177-182, IEEE, 2020
    I. Medvedev, N. Gonçalves, L. Cruz, Biometric System for Mobile Validation of ID And Travel Documents, In 2020 International Conference of the Biometrics Special Interest Group (BIOSIG), pp. 1-5, IEEE, 2020
    G. Melotti, C. Premebida, Jordan J. Bird, Diego R. Faria, N. Gonçalves, Probabilistic Object Classification using CNN ML-MAP layers, European Conference on Computer Vision (ECCV), Workshop on Perception for Autonomous Driving (PAD), 2020

    Conferences

    B. Patrão, P. Menezes, N. Gonçalves, Augmenting Shared Spaces in Psychotherapy Contexts, 5th Experiment International Conference (exp.at'19), pp. 264-265, Funchal, Portugal, 2019
    L. Dihl, L. Cruz, N. Monteiro, N. Gonçalves, A Content-aware Filtering for RGBD Faces, In Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Volume 1, 270-277, Prague, Czech Republic, 2019

    Conferences

    L. Cruz, B. Patrão, N. Gonçalves, Graphic Code: a New Machine Readable Approach, In: AIVR - Industry paper (accepted), Taiwan, 2018
    B. Patrão, L. Cruz, N. Gonçalves, . Large Scale Information Marker Coding for Augmented Reality Using Graphic Code, In: AIVR (accepted), Taiwan, 2018
    G. Melotti, C. Premebida, N. Gonçalves, U. J. Nunes, D. R. Faria, Multimodal CNN Pedestrian Classification: A Study on Combining Lidar and Camera Data, 21st IEEE International Conference on Intelligent Transportation Systems, Hawaii, USA, 2018
    L. Dihl, L. Cruz, N. Gonçalves, Improving Facial Depth Data by Exemplar-based Comparisons, In RECPAD, Coimbra (Portugal), 2018
    R. Barata, L. Cruz, B. Patrão, N. Gonçalves, Uniquemark: A computer vision system for hallmarks authentication, In RECPAD, Coimbra, Portugal, 2018
    L. Cruz, B. Patrão, N. Gonçalves, Graphic Code: Creation, Detection and Recognition, In RECPAD, Coimbra, Portugal, 2018
    D. Celorico, L. Cruz, L. Dihl, N. Gonçalves, Use of Epipolar Images Towards Outliers Extraction in Depth Images, In RECPAD, Coimbra, Portugal, 2018
    L. Cruz, B. Patrão, N. Gonçalves, Halftone Pattern: A New Steganographic Approach, Eurographics 2018, Delft, 2018
    L. Dihl, L. Cruz, N. Gonçalves, Exemplar Based Filtering of 2.5D Meshes of Faces., Eurographics 2018 Posters, Delft, 2018

    Journals

    N. Gonçalves, A. Nogueira, A. Miguel, Forward Projection Model of Noncentral Catadioptric Cameras with Spherical Mirrors, ROBOTICA , University of Cambridge, 2017
    https://doi.org/10.1017/S026357471600014X

    Conferences

    B. Patrão, L. Cruz, N. Gonçalves, An Application of a Halftone Pattern Coding in Augmented Reality, SIGGRAPH ASIA 2017 (ACM Siggraph Asia Posters), Bangkok, Thailand, 2017

    Journals

    N. Cardoso, D. Emmanuel-Costa, N. Gonçalves, C. Simões, SoSpin, a C library for Yukawa decomposition in SO(2N) models, Computer Physics Communications, 2016
    http://dx.doi.org/10.1016/j.cpc.2016.01.010
    T. Dias, P. Miraldo, N. Gonçalves, "A Framework for Augmented Reality using Non-Central Catadioptric Cameras", Journal of Intelligent and Robotic Systems, 2016
    http://dx.doi.org/10.1007/s10846-016-0349-9

    Conferences

    R. Ferreira, N. Gonçalves, Accurate and fast micro lenses depth maps from a 3D point cloud in light field cameras, International Conference on Pattern Recognition (ICPR’2016), Cancun, Mexico, 2016
    R. Ferreira, J. Cunha, N. Gonçalves, Multi-Focus Plenoptic Simulator and Lens Pattern Mixing for Dense Depth Map Estimation, 37th Eurographics 2016 , Lisbon, 2016
    R. Ferreira, N. Gonçalves, Fast and accurate micro lenses depth maps for multi-focus light field cameras, German Conference on Pattern Recognition (GCPR’2016), Hannover, Germany, 2016

    Journals

    T. Ferreira Matias, Francisco Souza, R. Araújo, N. Gonçalves, Sequential Extreme Learning Machine Based on Recursive Partial Least Squares, Journal of Process Control, Vol. 27, pp. 15-21, 2015
    http://dx.doi.org/10.1016/j.jprocont.2015.01.004
    P. Miraldo, H. Araújo, N. Gonçalves, Pose Estimation for General Cameras using Lines, IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) , Issue 99, 2015
    http://dx.doi.org/10.1109/TCYB.2014.2366378
    N. Gonçalves, D. Roxo, J. P. Barreto, P. Rodrigues, Perspective shape from shading for wide-FOV near-lighting endoscopes,, Neurocomputing, pp. 1–25, 2015
    http://dx.doi.org/10.1016/j.neucom.2014.08.077

    Book Sections

    N. Gonçalves, A. Videira, Automatic Web Page Classification Using Visual Content for Subjective and Functional Variables, Web Information Systems and Technologies, Volume 226 of the series Lecture Notes in Bus, pp 279-294, 2015

    Conferences

    T. Dias, P. Miraldo, N. Gonçalves, A GPU Approach to Augmented Reality using Non-Central Catadioptric Cameras”, Conferência Ciências e Tecnologias da Interação 2015 - SciTecIn15, 2015
    T. Dias, P. Miraldo, N. Gonçalves, P. Lima, Augmented Reality on Robot Navigation using Non-Central Catadioptric Cameras, IEEE/RSJ Proc. Int'l Conf. Intelligent Robots and Systems (IROS), Hamburg, Germany, 2015
    T. Dias, P. Miraldo, N. Gonçalves, A Framework for Augmented Reality Using Non-Central Catadioptric Cameras, IEEE International Conference on Autonomous Robot Systems and Competitions, pp.213-220, Vila Real, Portugal, 2015
    http://dx.doi.org/10.1109/ICARSC.2015.31

    Conferences

    S. Silva, I. Otel, S. Gouveia, L. Gomes, L. Negrão, M. Quadrado, N. Gonçalves, J. P. Barreto, A. Morgado, Corneal Nerve Morphometry for Diabetic Peripheral Neuropathy Assessment. The International Conference on Health Informatics, IFMBE Proceedings , Volume 42, pp 296-299, 2014
    A. Videira, N. Gonçalves, “Automatic Web Page Classification using Visual Content, WEBIST’14 (10th International Conference on Web Information Systems and Technologies), Barcelona, Spain., 2014
    A. Miguel, A. Nogueira, N. Gonçalves, Real-Time 3D Visualization of Accurate Specular Reflections in Curved Mirrors - A GPU Implementation, GRAPP14 (9th International Conference on Computer Graphics Theory and Applications), 2014

    Journals

    D. Roxo, N. Gonçalves, J. P. Barreto, Perspective Shape from Shading for Wide-FOV Near-Lighting Endoscopes, PATTERN RECOGNITION AND IMAGE ANALYSIS, PROCEEDINGS, Lecture Notes in Computer Science, Madeira, Portugal, 2013

    Conferences

    R. Melo, Michel Antunes, J. P. Barreto, G. Falcão, N. Gonçalves, Unsupervised intrinsic calibration from a single frame using a plumb-line approach, ICCV'13 (International Conference on Computer Vision), Sydney, Australia, 2013
    J. Andrade, G. Falcão, V. Silva, J. P. Barreto, N. Gonçalves, V. Savin, Near-LSPA Performance at MSA Complexity, IEEE Int Conf on Communications, Budapest, Hungary, 2013
    M. Lourenço, N. Gonçalves, Fusing appearance and geometric constrains for estimating the epipolar geometry, WACV 2013 (Workshop on the Applications of Computer Vision), Clearwater, Florida, 2013

    Journals

    Jérôme Mendes, Francisco Souza, R. Araújo, N. Gonçalves, Genetic fuzzy system for data-driven soft sensors design, Applied Soft Computing, vol.12, n.10, pp.3237-3245, Elsevier Science, 2012
    http://dx.doi.org/10.1016/j.asoc.2012.05.009
    WOS:000307122200011
    M. S. Couceiro, David Portugal, N. Gonçalves, R. P. Rocha, J. Miguel, A. Luz, C. M. C. Figueiredo, G. Dias, A Methodology for Detection and Estimation in the Analysis of the Golf Putting, Pattern Analysis and Applications, Springer, 2012
    http://dx.doi.org/10.1007/s10044-012-0276-8

    Journals

    N. Gonçalves, On the reflection point where light reflects to a known destination in quadric surfaces, Optics Letters, vol.2, n.35, pp.100-102, Optical Society of America, 2010
    http://dx.doi.org/10.1364/OL.35.000100

    Conferences

    N. Gonçalves, A. Nogueira, Faster accurate reflections through quadric mirrors, SIGGRAPH Posters 2010, ACM, 2010
    http://dx.doi.org/10.1145/1836845.1836962

    Journals

    N. Gonçalves, H. Araújo, Estimating Parameters of Noncentral Catadioptric Systems Using Bundle Adjustment, Computer Vision and Image Understanding, vol.1, n.113, pp.11-28, Elsevier, 2009
    http://dx.doi.org/10.1016/j.cviu.2008.06.004

    Conferences

    N. Gonçalves, A. Nogueira, Projection through quadric mirrors made faster, International Conference OMNIVIS’09 – The 9th Workshop on Omnidirectional Vision, Camera Networks and Non-Classical Cameras, pp.2141-2148, ICCV 2009 Workshops, 2009
    http://dx.doi.org/10.1109/ICCVW.2009.5457545

    Thesis

    N. Gonçalves, Noncentral Catadioptric Systems with Quadric Mirrors: Geometry and Calibration, Ph.D. Thesis, University of Coimbra, Portugal, 2008, Supervised by Helder Jesus Araújo

    Journals

    N. Gonçalves, H. Araújo, Low-Cost Method for the Estimation of the Shape of Quadric Mirrors and Calibration of Catadioptric Cameras, Optical Engineering, vol.7, n.46, pp.1-12, The International Society for Optical Engineering, 2007
    http://dx.doi.org/10.1117/1.2752493

    Conferences

    N. Gonçalves, H. Araújo, Linear Solution for the Pose Estimation of Noncentral Catadioptric Cameras, International Conference OMNIVIS’07 – The 7th Workshop on Omnidirectional Vision, Camera Networks and Non-Classical Cameras, pp.1-7, ICCV 2007 Workshops, 2007
    http://dx.doi.org/10.1109/ICCV.2007.4409197

    Conferences

    N. Gonçalves, H. Araújo, Partial Calibration and Mirror Shape Recovery for Non-central Catadioptric Systems, International Conference OMNIVIS’05 – The 6th Workshop on Omnidirectional Vision, Camera Networks and Non-Classical Cameras, ICCV 2005 Workshops, 2005
    http://dx.doi.org/10.1.1.124.8745
    N. Gonçalves, H. Araújo, Estimating Parameters of Non-Central Catadioptric Systems Using Bundle Adjustment, International Conference OMNIVIS’05 – The 6th Workshop on Omnidirectional Vision, Camera Networks and Non-Classical Cameras, 2005

    Conferences

    N. Gonçalves, H. Araújo, Projection Model, 3D Reconstruction and Rigid Motion Estimation from Non-central Catadioptric Images, Second International Symposium on 3D Data Processing, Visualization and Transmission (3DPVT'04), pp.325-332, IEEE, 2004
    http://dx.doi.org/10.1109/TDPVT.2004.1335221
    N. Gonçalves, H. Araújo, 3D Reconstruction and Rigid Motion Estimation from Catadioptric Images, Proceedings of the 17th International Conference on Pattern Recognition (ICPR 2004), Vol.4, pp.268-271, IEEE, 2004
    http://dx.doi.org/10.1109/ICPR.2004.1333755

    Journals

    N. Gonçalves, H. Araújo, Analysis and comparison of two methods for the estimation of 3D motion parameters, Robotics and Autonomous Systems, vol.1, n.45, pp.23-49, Elsevier, 2003
    http://dx.doi.org/10.1016/S0921-8890(03)00065-4

    Conferences

    N. Gonçalves, H. Araújo, Mirror shape recovery from image curves and intrinsic parameters: Rotationally symmetric and conic mirrors, International Conference OMNIVIS’03 – The 6th Workshop on Omnidirectional Vision, Camera Networks and Non-Classical Cameras, pp.69-74, CVPR 2003 Workshops, 2003
    http://dx.doi.org/10.1109/CVPRW.2003.10078

    Conferences

    N. Gonçalves, H. Araújo, Estimation of 3D Motion from Stereo Images – Uncertainty Analysis and Experimental Results, International Conference on Intelligent Robots and Systems, Vol.1, pp.7-12, IEEE/RSJ, 2002
    http://dx.doi.org/10.1109/IRDS.2002.1041353
    N. Gonçalves, H. Araújo, Estimation of 3D Motion from Stereo Images – Differential and Discrete Formulations, 16th International Conference on Pattern Recognition (ICPR'02), Vol.1, pp.335-338, IEEE, 2002
    http://dx.doi.org/10.1109/ICPR.2002.1044710
    N. Gonçalves, H. Araújo, Uncertainty Propagation in Estimation of Partial 3D Velocity, Mediterranean Conference on Control and Automation, IEEE, 2002

    Thesis

    N. Gonçalves, Estimação de Movimento em Sequências de Imagens Estéreo – Comparação de Dois Métodos, M.Sc. Thesis, University of Coimbra, Portugal, 2002, Supervised by Helder Jesus Araújo

    Conferences

    N. Gonçalves, H. Araújo, Analysis of Two Methods for Estimation of Partial 3D Velocity, SIRS 2001 : proceedings of the 9th international symposium on intelligent robotic systems, pp.261-270, LAAS-CNRS, 2001

    Conferences

    C. Queiroz, N. Gonçalves, P. Menezes, A Study on Static Gaits for a Four Legged Robot, International Conference Control 2000, UKACC, University of Cambridge, UK, 2000
    C. Queiroz, N. Gonçalves, P. Menezes, J. Dias, A Study on Static Gaits for a Four Legged Robot., International Conference: Control 2000, UKACC, University of Cambridge UK, 2000

    Ph.D. Thesis

    Gledson Melotti, Reducing Overconfident Predictions in Multimodality Perception for Autonomous Driving (4/2023) Supervised by Cristiano Premebida and Nuno Miguel Gonçalves

    M.Sc. Thesis

    João Tremoço, Improving deep learning face recognition for id and travel document applications with quality assessment (10/2021) Supervised by Nuno Miguel Gonçalves

    Pedro Miguel De Sousa Martins, Implementação de um modelo de criptografia em códigos gráficos bidimensionais – integração dos códigos QRcode e UNIQODE (4/2021) Supervised by Nuno Miguel Gonçalves

    Viviana Rubina, Reconhecimento Facial - Comparação do Uso de Descritores Geométricos Heurísticos e Aprendizagem Profunda (2/2021) Supervised by Nuno Miguel Gonçalves

    Ana Catarina Miranda Almeida, Development of a platform for generation of icon-based graphic codes (7/2020) Supervised by Nuno Miguel Gonçalves

    Rui Filipe De Arvins Barbosa, Accuracy Analysis of Regiuon-Based 2D and 3D Face Recognition - Comparison of Nasal and Mask-Wearing Ocular Regions (7/2020) Supervised by Nuno Miguel Gonçalves

    João António Rodrigues Ferreira, Integração de agentes e componentes numa arquitetura distribuída de segurança (9/2019) Supervised by Nuno Miguel Gonçalves

    Ainhoa Sagardoy, Comparison of Machine Learning Algorithms in Icon Recognition (7/2019) Supervised by Nuno Miguel Gonçalves

    Tadeu Ferreira, Comparative Analysis and Evolution Assessment of Dermascopic Images (9/2018) Supervised by Nuno Miguel Gonçalves

    Daniel Figueiredo, Adaptive Depth Map Estimation for Light Field Cameras using Machine Learning (9/2016) Supervised by Nuno Miguel Gonçalves

    M. Belo Leal Toste Ferreira, A fully automatic depth estimation algorithm for multi-focus plenoptic cameras: coarse and dense approaches (2/2016) Supervised by Nuno Miguel Gonçalves

    Joel Cunha, Improved Depth Estimation Algorithm using Plenoptic Cameras (9/2015) Supervised by Nuno Miguel Gonçalves

    Diego Salas Ugalde, Android app for Automatic Web Page Classification Analysis of Text and Visual Features (7/2015) Supervised by Nuno Miguel Gonçalves

    T. Dias, Augmented Reality using Non-Central Catadioptric Imaging Devices (9/2014) Supervised by Nuno Miguel Gonçalves

    João Costa, Web Page Classification using Text and Visual Features (9/2014) Supervised by Nuno Miguel Gonçalves

    João Custódio, Depth Estimation using Light-Field Cameras (9/2014) Supervised by Nuno Miguel Gonçalves

    António Videira, Web Page Classification using Visual Features (9/2013) Supervised by Nuno Miguel Gonçalves

    Filipe Simões, Framework de simulação de modelos de scoring para melhoria de eficiência na gestão de leads (7/2012) Supervised by Nuno Miguel Gonçalves

    Hugo Brites, Estimação e Correção de Vignetting em Imagens Endoscópicas (1/2010) Supervised by Nuno Miguel Gonçalves