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João Carlos Raposo Neves

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Departamento de Informática Docente do Departamento de Informática

Diretor/a do(s) curso(s)

Publicações Científicas Mais Recentes


(Informação importada da plataforma CiênciaVitae)

    Artigo em conferência/Conference paper

    1. de Oliveira, Cristiano B.; Neves, Joao; Ribeiro, Rafael; Menotti, David. "A Multilevel Strategy to Improve People Tracking in a Real-World Scenario". 2024.
      Publicado
    2. Dos Santos, M.; Neves, J.C.R.; Proenca, H.; Menotti, D.. "Defying Limits: Super-Resolution Refinement with Diffusion Guidance". 2024.
    3. Patrício, C.; Teixeira, L.F.; Neves, J.C.. "Towards Concept-Based Interpretability of Skin Lesion Diagnosis Using Vision-Language Models". 2024.

    Artigo em revista/Journal article

    1. Freire-Obregón, D.; Neves, J.; EmerÅ¡ic, Ž.; Meden, B.; Castrillón-Santana, M.; Proença, H. "Synthesizing multilevel abstraction ear sketches for enhanced biometric recognition". Image and Vision Computing (2025) url
    2. Ribeiro, R.O.; Neves, J.C.; Ruifrok, A.; de Barros Vidal, F. "Improving the evidential value of low-quality face images with aggregation of deep neural network embeddings". Science and Justice (2024) url
    3. Patrício, Cristiano; Neves, João C. "Zero-shot face recognition: Improving the discriminability of visual face features using a Semantic-Guided Attention Model". Expert Systems with Applications (2023) url

    Nota Biográfica


    (Informação importada da plataforma CiênciaVitae)
    NOVA LINCS Group: Multimodal Systems Research Topics: - Computer Vision; Biometrics; Visual Surveillance Google Scholar: https://scholar.google.pt/citations?user=U1cK384AAAAJ João Neves received the MSc and PhD in Computer Science from the University of Beira Interior, in 2013 and 2018, respectively. Since 2020, he has been affiliated with NOVA Laboratory for Computer Science and Informatics (NOVA LINCS). He was an adjunct professor at the Polytechnic Institute of Viseu, and since 2021 he is an assistant professor at the University of Beira Interior. He has been involved in several national (e.g, AIRS, DeepNeuronic) and international projects (InovFarmer.MED), supervised/is supervising 14 MSc dissertations, and 6 PhD thesis. He is an Associate Editor of IEEE Access and Multimedia Tools and Applications journals, and he has been distinguished with the Best Reviewer Award of the IJCB 2023 and BMVC 2024. Selected Publications: - Cristiano Patrício, LuÍs Teixeira and João C. Neves. ''Explainable Deep Learning Methods in Medical Diagnosis: A Survey.'' ACM Computing Surveys, 2023 - Bruno Degardin, João C. Neves, Vasco Lopes, João Brito, Ehsan Yaghoubi and Hugo Proença. ''Generative Adversarial Graph Convolutional Networks for Human Action Synthesis.'' in Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV), 2022 - João C. Neves, Ruben Tolosana, Ruben Vera-Rodriguez, Vasco Lopes, Hugo Proença. ''GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection.'' IEEE Journal of Selected Topics on Signal Processing, 2020.

    Distinções e Prémios


    (Informação importada da plataforma CiênciaVitae)
    Prémio
    2024Outstanding Reviewer Award - British Machine Vision Conference, Glasgow, Glasgow, Reino Unido
    2023Best Reviewer Award - IEEE International Joint Conference on Biometrics (IJCB), Ljubljana, Ljubljana, Eslovénia
    2019Best Paper Runner Up, for the work ''FaceGenderID: Exploiting Gender Information in DCNNs Face Recognition Systems'' Ruben Vera-Rodriguez, Marta Blazquez, Aythami Morales, Ester Gonzalez-Sosa, João Neves, Hugo Proença - Second International Workshop on Bias Estimation in Face Analytics, Long Beach, California, Estados Unidos
    2011Best Computer Science Finalist - Universidade da Beira Interior, Covilha, Castelo Branco, Portugal
    2009Best Computer Science Student - Universidade da Beira Interior, Covilha, Castelo Branco, Portugal
    Outra distinção
    2008Finalist in the National Mathematics Olympiad - Sociedade Portuguesa de Matemática, Lisboa, Portugal

    Projectos e Financiamentos


    (Informação importada da plataforma CiênciaVitae)

    Bolsa

    Improving Mediterranean supply chain through innovative agro-food business models to strengthen small-scale farmers competitiveness, using prickly pear and fig as case study PRIMA/0005/2021 (Em curso)

    Projeto

    TMD.AI: "Solução integrativa de inteligência artificial para a disfunção temporomandibular: avanço do diagnóstico de precisão e da terapêutica personalizada" MPr-2023-7 (Em curso)
    LUSITANO: Inovação Empresarial da Indústria Têxtil e do Vestuário de Portugal 02/C05-i01.01/2022.PC644933224-00000043 (Em curso)
    AIRS - Agriculture Innovation using Remote Sensing 11 (Em curso)
    Deep Neuronic 112 (Concluído)

    Contactos

    Email: jcnevesðubi÷pt
    Extensão: 1616

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