Creating and sharing knowledge for telecommunications

IT Former Collaborator

... Pedro Miguel Marques Pereira

PhD Student

Pedro Pereira

Former IT academic position: External Author
Joining/Leaving IT dates: 01-10-2015 / 01-04-2022
Roles held in IT: PhD Student
Former IT thematic line: Information and Data Sciences
Group: Multimedia Signal Processing – Lr
RESEARCHER IDSCHOLAR

Scientific Achievements

  • MSc, Instituto Politécnico de Leiria, 10-10-2016
  • Licenciatura, Instituto Politécnico de Leiria, 25-07-2014
5Papers in Journals
  • Pedro M. M. Pereira, L. A. Thomaz, L.M. Távora, P.A. Assunção, R. Pinto, R. Paiva, S.M.M. Faria, Multiple Instance Learning Using 3D Features for Melanoma Detection, IEEE Access, Vol. 10, No. 0, pp. 76296 - 76309, July, 2022,
    | Abstract     | BibTex
  • Pedro M. M. Pereira, L. A. Thomaz, L.M. Távora, P.A. Assunção, R. Pinto, R. Paiva, S.M.M. Faria, Melanoma Classification using Light-Fields with Morlet Scattering Transform and CNN: surface depth as a valuable tool to increase detection rate, Medical Image Analysis, Vol. 75, No. 75, pp. 102254 - 102254, January, 2022,
    | Abstract     | BibTex
  • Pedro M. M. Pereira, R. Pinto, R. Paiva, P.A. Assunção, L.M. Távora, L. A. Thomaz, S.M.M. Faria, Dermoscopic skin lesion image segmentation based on Local Binary Pattern Clustering: Comparative study, Biomedical Signal Processing and Control, Vol. 59, No. 101924, pp. 101924 - 101924, May, 2020,
    | Abstract     | BibTex
  • Pedro M. M. Pereira, R. Pinto, R. Paiva, P.A. Assunção, L.M. Távora, L. A. Thomaz, S.M.M. Faria, Skin lesion classification enhancement using border-line features – The melanoma vs nevus problem, Biomedical Signal Processing and Control, Vol. 57, No. 57, pp. 101765 - 101765, March, 2020,
    | Abstract     | BibTex
  • Pedro M. M. Pereira, P. Domingues, Nuno M. M. Rodrigues, G. Falcão, S.M.M. Faria, Assessing the Performance and Energy Usage of Multi-CPUs, Multi-Core and Many-Core Systems: The MMP Image Encoder Case Study, International Journal of Distributed and Parallel systems (IJDPS), Vol. 7, No. 5, pp. 1 - 20, September, 2016,
    | Abstract     | BibTex
8Papers in Conferences
  • Pedro M. M. Pereira, L. A. Thomaz, L.M. Távora, P.A. Assunção, R. Pinto, R. Paiva, S.M.M. Faria, Skin lesion classification using features of 3D border lines, Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Conference online, October, 2021,
    | Abstract     | BibTex
  • Pedro M. M. Pereira, L. A. Thomaz, L.M. Távora, P.A. Assunção, R. Pinto, R. Paiva, S.M.M. Faria, Skin Lesion Classification using Bag-of-3D-Features, Conf. on Telecommunications - ConfTele, Conference online, February, 2021,
    | Abstract     | Full text (PDF 213 KBs) | BibTex
  • S.M.M. Faria, J. F, Pedro M. M. Pereira, L.M. Távora, P.A. Assunção, M. Santos, R. Pinto, F. Santiago, V. Dominguez, M. Henrique, Light Field Image Dataset of Skin Lesions, IEEE IEEE International Engineering in Medicine and Biology Conference IEEE EMBS, Berlim, Germany, July, 2019,
    | Abstract     | BibTex
  • S.M.M. Faria, M. Santos, P.A. Assunção, L.M. Távora, L. A. Thomaz, Pedro M. M. Pereira, R. Pinto, F. Santiago, V. Dominguez, M. Henrique, Dermatological Imaging using a Focused Plenoptic Camera: the SKINL2 Light Field Dataset, Conf. on Telecommunications - ConfTele, Lisboa, Portugal, June, 2019,
    | Abstract     | Full text (PDF 16 MBs) | BibTex
  • Pedro M. M. Pereira, R. Pinto, R. Paiva, L.M. Távora, P.A. Assunção, S.M.M. Faria, Accurate Segmentation of Dermoscopic Images based on Local Binary Pattern Clustering, IEEE International Convention on Information and Communication Technology, Electronics and Microelectronics MIPRO, Opatija, Croatia, Vol. 1, pp. 314 - 319, May, 2019,
    | Abstract     | BibTex
  • Pedro M. M. Pereira, L.M. Távora, R. Pinto, R. Paiva, P.A. Assunção, S.M.M. Faria, Image Segmentation using Gradient-based Histogram Thresholding for Skin Lesion Delineation, INSTICC International Conference on Bioimaging Bioimaging 2019, Praga, Czech Republic, February, 2019,
    | Abstract     | BibTex
  • Pedro M. M. Pereira, P. Domingues, Nuno M. M. Rodrigues, G. Falcão, S.M.M. Faria, Optimizing GPU code for CPU execution using OpenCL and vectorization: a case study on image coding, ICA3PP: International Conference on Algorithms and Architectures for Parallel Processing, Granada, Spain, Vol. 1, pp. 1 - 8 - https://www.springerprofessional.de/en/optimizing-gpu-code-for-cpu-execution-using-opencl-and-vectoriza/11245634, December, 2016,
    | Abstract     | BibTex
  • Pedro M. M. Pereira, P. Domingues, Nuno M. M. Rodrigues, G. Falcão, S.M.M. Faria, Optimized Fast Walsh-Hadamard Transform on OpenCL-GPU and OpenCL-CPU, IPTA 2016 - 6th International Conference on Image Processing Theory, Tools and Applications IPTA'2016, Oulu, Finland, Vol. 1, pp. 1 - 8 - https://doi.org/10.1109/IPTA.2016.7820984, December, 2016,
    | Abstract     | BibTex

Closed Projects3

Acronym Name Funding Agency Start date Ending date
DermoPleno Dermo­Plenoptic imaging for skin lesion assessment IT/LA 01-04-2016 01-12-2018
PlenoISLA Plenoptic imaging for skin lesion assessment FCT/POCI, P2020 25-07-2018 31-12-2021
SDRT SI I&DT Copromoção Nr. 070192 - SDRT Health - Software Defined Real-Time Health P2020 04-04-2021 30-06-2023
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