Pedro Melo-Pinto
Orcid: 0000-0001-8257-0143
According to our database1,
Pedro Melo-Pinto
authored at least 53 papers
between 2000 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Boosting the performance of SOTA convolution-based networks with dimensionality reduction: An application on hyperspectral images of wine grape berries.
Intell. Syst. Appl., September, 2023
Classification of Fish Species Using Multispectral Data from a Low-Cost Camera and Machine Learning.
Remote. Sens., August, 2023
A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications.
Sensors, July, 2023
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023
2022
Customizable FPGA-Based Hardware Accelerator for Standard Convolution Processes Empowered with Quantization Applied to LiDAR Data.
Sensors, 2022
Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models.
Proceedings of the Progress in Artificial Intelligence, 2022
2021
Resource-Constrained Onboard Inference of 3D Object Detection and Localisation in Point Clouds Targeting Self-Driving Applications.
Sensors, 2021
Application of Hyperspectral Imaging and Deep Learning for Robust Prediction of Sugar and pH Levels in Wine Grape Berries.
Sensors, 2021
Real-Time 3D Object Detection and SLAM Fusion in a Low-Cost LiDAR Test Vehicle Setup.
Sensors, 2021
Point-cloud based 3D object detection and classification methods for self-driving applications: A survey and taxonomy.
Inf. Fusion, 2021
A review of different dimensionality reduction methods for the prediction of sugar content from hyperspectral images of wine grape berries.
Appl. Soft Comput., 2021
Object Detection Under Challenging Lighting Conditions Using High Dynamic Range Imagery.
IEEE Access, 2021
Proceedings of the 18th International Joint Conference on Computer Science and Software Engineering, 2021
2020
Comparison of Major LiDAR Data-Driven Feature Extraction Methods for Autonomous Vehicles.
Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020
2019
Grapevine variety identification using "Big Data" collected with miniaturized spectrometer combined with support vector machines and convolutional neural networks.
Comput. Electron. Agric., 2019
2018
Using Support Vector Regression and Hyperspectral Imaging for the Prediction of Oenological Parameters on Different Vintages and Varieties of Wine Grape Berries.
Remote. Sens., 2018
Assessment of grapevine variety discrimination using stem hyperspectral data and AdaBoost of random weight neural networks.
Appl. Soft Comput., 2018
Applying aggregation and pre-aggregation functions in the classification of grape berries.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
2017
Comparison of different approaches for the prediction of sugar content in new vintages of whole Port wine grape berries using hyperspectral imaging.
Comput. Electron. Agric., 2017
2016
Detecting and grading severity of bacterial spot caused by Xanthomonas spp. in tomato (Solanum lycopersicon) fields using visible spectrum images.
Comput. Electron. Agric., 2016
Intuitionistic fuzzy evaluations for analysis of a student's knowledge of mathematics in university e-learning courses.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016
2015
Brix, pH and anthocyanin content determination in whole Port wine grape berries by hyperspectral imaging and neural networks.
Comput. Electron. Agric., 2015
2014
Determination of sugar content in whole Port Wine grape berries combining hyperspectral imaging with neural networks methodologies.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions, 2014
2013
Knowl. Based Syst., 2013
Expert Syst. Appl., 2013
2012
Generalized net model of the process of selection and usage of an intelligent e-learning system.
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012
2011
Soft Comput., 2011
Generalized Atanassov's Intuitionistic Fuzzy Index: Construction of Atanassov's Fuzzy Entropy from Fuzzy Implication Operators.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011
Proceedings of the Eurofuse 2011, 2011
Proceedings of the Eurofuse 2011, 2011
2010
Ignorance functions. An application to the calculation of the threshold in prostate ultrasound images.
Fuzzy Sets Syst., 2010
Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010
Proceedings of the Trends in Applied Intelligent Systems, 2010
2009
Proceedings of the Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition, 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
2008
Image Threshold Computation by Modelizing Knowledge/Unknowledge by Means of Atanassov's Intuitionistic Fuzzy Sets.
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008
Uncertainty in multilevel image thresholding using Atanassov's intuitionistic fuzzy sets.
Proceedings of the FUZZ-IEEE 2008, 2008
2007
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007
2006
A Note on Generalized Net Model of E-Learning Evaluation Associated with Intuitionistic Fuzzy Estimations.
Int. J. Fuzzy Log. Intell. Syst., 2006
2005
GEeneralized Net Model of Intranet in an Abstract University with Current Estimations.
Int. J. Fuzzy Log. Intell. Syst., 2005
2004
Int. J. Fuzzy Log. Intell. Syst., 2004
Generalized Net Model for Adaptive Electronic Assessment, Using Intuitionistic Fuzzy Estimations.
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004
2000
Proceedings of the IEEE International Conference on Systems, 2000
A New Paradigm for the Description of Image Patterns - From Pixels to Fuzzy Sets of Rules.
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000