Pedro Miguel Marques Pereira

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 ID SCHOLAR

Scientific Achievements

Degrees

MSc, Instituto Politécnico de Leiria, 10-10-2016
Licenciatura, Instituto Politécnico de Leiria, 25-07-2014

Publications

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 | Full text (PDF 10 MBs) | 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

Projects

Closed Projects2

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

IT Alumni Profile

Pedro Pereira

Scientific Achievements

Closed Projects2