Pedro Melo-Pinto

57 papers B 4C 1Misc 2Journal 31Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multimodal video and radar system for edge devices object detection. Log. J. IGPL Filipa Ferraz, Eduardo Coelho, Hugo Peixoto, Dalila Durçes, Pedro Melo-Pinto, Victor Alves, Lourenço Bandeira, José Machado, Paulo Novais
2025	J	`jnl`	Multimodal object detection: an architecture using feature-level fusion and deep learning. Neural Comput. Appl. Rui Silva, Eduardo Coelho, Nuno Pimenta, Dalila Durães, Victor Alves, Lourenço Bandeira, José Machado, Paulo Novais, Pedro Melo-Pinto
2024	J	`jnl`	Evaluating the generalization ability of deep learning models: An application on sugar content estimation from hyperspectral images of wine grape berries. Expert Syst. Appl. Rui Silva, Osvaldo Gramaxo Freitas, Pedro Melo-Pinto
2023	J	`jnl`	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 António Linhares Silva, Pedro Oliveira, Dalila Durães, Duarte Fernandes, Rafael Névoa, João Monteiro, Pedro Melo-Pinto, José Machado, Paulo Novais
2023	J	`jnl`	Boosting the performance of SOTA convolution-based networks with dimensionality reduction: An application on hyperspectral images of wine grape berries. Intell. Syst. Appl. Rui Silva, Osvaldo Gramaxo Freitas, Pedro Melo-Pinto
2023	J	`jnl`	Classification of Fish Species Using Multispectral Data from a Low-Cost Camera and Machine Learning. Remote. Sens. Filipe Monteiro, Vasco Bexiga, Paulo Chaves Ferreira, Joaquim Godinho, David Henriques, Pedro Melo-Pinto, Tiago Nunes, Fernando Piedade, Nelson Pimenta, Luis Sustelo, Armando M. Fernandes
2023	Misc	`conf`	Multi-agent System for Multimodal Machine Learning Object Detection. HAIS Eduardo Coelho, Nuno Pimenta, Hugo Peixoto, Dalila Durães, Pedro Melo-Pinto, Victor Alves, Lourenço Bandeira, José Machado, Paulo Novais
2022	Misc	`conf`	Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models. EPIA Pedro Pereira, António Silva, Rui Machado, João Silva, Dalila Durães, José Machado, Paulo Novais, João Monteiro, Pedro Melo-Pinto, Duarte Fernandes
2022	J	`jnl`	Customizable FPGA-Based Hardware Accelerator for Standard Convolution Processes Empowered with Quantization Applied to LiDAR Data. Sensors João Silva, Pedro Pereira, Rui Machado, Rafael Névoa, Pedro Melo-Pinto, Duarte Fernandes
2021	J	`jnl`	A review of different dimensionality reduction methods for the prediction of sugar content from hyperspectral images of wine grape berries. Appl. Soft Comput. Rui Silva, Pedro Melo-Pinto
2021	J	`jnl`	Application of Hyperspectral Imaging and Deep Learning for Robust Prediction of Sugar and pH Levels in Wine Grape Berries. Sensors Véronique M. Gomes, Ana Mendes-Ferreira, Pedro Melo-Pinto
2021	J	`jnl`	Object Detection Under Challenging Lighting Conditions Using High Dynamic Range Imagery. IEEE Access Ratnajit Mukherjee, Maximino Bessa, Pedro Melo-Pinto, Alan Chalmers
2021	J	`jnl`	Point-cloud based 3D object detection and classification methods for self-driving applications: A survey and taxonomy. Inf. Fusion Duarte Fernandes, António Silva, Rafael Névoa, Cláudia Simões, Dibet Garcia Gonzalez, Miguel Guevara, Paulo Novais, João Monteiro, Pedro Melo-Pinto
2021	J	`jnl`	Real-Time 3D Object Detection and SLAM Fusion in a Low-Cost LiDAR Test Vehicle Setup. Sensors Duarte Fernandes, Tiago Afonso, Pedro Girão, Dibet Garcia Gonzalez, António Silva, Rafael Névoa, Paulo Novais, João Monteiro, Pedro Melo-Pinto
2021	J	`jnl`	Resource-Constrained Onboard Inference of 3D Object Detection and Localisation in Point Clouds Targeting Self-Driving Applications. Sensors António Silva, Duarte Fernandes, Rafael Névoa, João Monteiro, Paulo Novais, Pedro Girão, Tiago Afonso, Pedro Melo-Pinto
2021	—	`conf`	Towards robust Machine Learning models for grape ripeness assessment. JCSSE Véronique M. Gomes, Pedro Melo-Pinto
2020	—	`conf`	Comparison of Major LiDAR Data-Driven Feature Extraction Methods for Autonomous Vehicles. WorldCIST (2) Duarte Fernandes, Rafael Névoa, António Silva, Cláudia Simões, João Monteiro, Paulo Novais, Pedro Melo-Pinto
2019	J	`jnl`	Grapevine variety identification using "Big Data" collected with miniaturized spectrometer combined with support vector machines and convolutional neural networks. Comput. Electron. Agric. Armando M. Fernandes, Andrei B. Utkin, José Eiras-Dias, Jorge Cunha, José C. Silvestre, Pedro Melo-Pinto
2018	B	`conf`	Applying aggregation and pre-aggregation functions in the classification of grape berries. FUZZ-IEEE Giancarlo Lucca, José Antonio Sanz, Humberto Bustince, Graçaliz Pereira Dimuro, Véronique M. Gomes, Rui Claudio Constantino Madureira, Pedro Melo-Pinto
2018	J	`jnl`	Assessment of grapevine variety discrimination using stem hyperspectral data and AdaBoost of random weight neural networks. Appl. Soft Comput. Armando M. Fernandes, Andrei B. Utkin, José Eiras-Dias, José C. Silvestre, Jorge Cunha, Pedro Melo-Pinto
2018	J	`jnl`	Using Support Vector Regression and Hyperspectral Imaging for the Prediction of Oenological Parameters on Different Vintages and Varieties of Wine Grape Berries. Remote. Sens. Rui Silva, Véronique M. Gomes, Arlete Mendes-Faia, Pedro Melo-Pinto
2017	J	`jnl`	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. Véronique M. Gomes, Armando M. Fernandes, Arlete Faia, Pedro Melo-Pinto
2016	J	`jnl`	Detecting and grading severity of bacterial spot caused by Xanthomonas spp. in tomato (Solanum lycopersicon) fields using visible spectrum images. Comput. Electron. Agric. Díbio Leandro Borges, Samuel T. C. de M. Guedes, Abadia R. Nascimento, Pedro Melo-Pinto
2016	—	`conf`	Intuitionistic fuzzy evaluations for analysis of a student's knowledge of mathematics in university e-learning courses. IEEE Conf. on Intelligent Systems Evdokia Sotirova, Krassimir T. Atanassov, Anthony G. Shannon, Taekyun Kim, Maciej Krawczak, Pedro Melo-Pinto, Beloslav Riecan
2015	J	`jnl`	Adaptive Penalty and Barrier function based on Fuzzy Logic. Expert Syst. Appl. João Matias, Aldina Correia, Pedro Mestre, Carlos Serôdio, Pedro Couto, Christophe Teixeira, Pedro Melo-Pinto
2015	J	`jnl`	Brix, pH and anthocyanin content determination in whole Port wine grape berries by hyperspectral imaging and neural networks. Comput. Electron. Agric. Armando M. Fernandes, Camilo A. Franco, Ana Mendes-Ferreira, Arlete Mendes-Faia, Pedro Leal da Costa, Pedro Melo-Pinto
2014	—	`conf`	Determination of sugar content in whole Port Wine grape berries combining hyperspectral imaging with neural networks methodologies. CIES Véronique M. Gomes, Armando M. Fernandes, Arlete Faia, Pedro Melo-Pinto
2014	J	`jnl`	Editorial. Fuzzy Sets Syst. Pedro Melo-Pinto, Pedro Couto, Edurne Barrenechea
2014	J	`jnl`	Segmentation of color images using a linguistic 2-tuples model. Inf. Sci. Raul Orduna, Aranzazu Jurio, Daniel Paternain, Humberto Bustince, Pedro Melo-Pinto, Edurne Barrenechea
2013	J	`jnl`	Hierarchical fuzzy logic based approach for object tracking. Knowl. Based Syst. Nuno Vieira Lopes, Pedro Couto, Aranzazu Jurio, Pedro Melo-Pinto
2013	J	`jnl`	Image segmentation using Atanassov's intuitionistic fuzzy sets. Expert Syst. Appl. Pedro Melo-Pinto, Pedro Couto, Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Javier Fernández
2012	—	`ed.`	Eurofuse 2011 - Workshop on Fuzzy Methods for Knowledge-Based Systems, Douro Wine Region, Régua, Portugal, 21-23 September 2011 Eurofuse Pedro Melo-Pinto, Pedro Couto, Carlos Serôdio, János C. Fodor, Bernard De Baets
2012	—	`conf`	Generalized net model of the lac operon in bacterium E. coli. IEEE Conf. of Intelligent Systems Kalin Kosev, Pedro Melo-Pinto, Olympia Roeva
2012	—	`conf`	Generalized net model of the process of selection and usage of an intelligent e-learning system. IEEE Conf. of Intelligent Systems Anthony G. Shannon, Beloslav Riecan, Daniela Langova-Orozova, Evdokia Sotirova, Krassimir T. Atanassov, Maciej Krawczak, Pedro Melo-Pinto, Rangasamy Parvathi, Taekyun Kim
2011	J	`jnl`	An IVFS-based image segmentation methodology for rat gait analysis. Soft Comput. Pedro Couto, Aranzazu Jurio, Artur Varejão, Miguel Pagola, Humberto Bustince Sola, Pedro Melo-Pinto
2011	—	`conf`	Fuzzy based subcutaneous fat assessment in real time ultrasound images. EUSFLAT Conf. Pedro Couto, Severiano Silva, Edurne Barrenechea Tartas, Ana Santos, Pedro Melo-Pinto
2011	J	`jnl`	Generalized Atanassov's Intuitionistic Fuzzy Index: Construction of Atanassov's Fuzzy Entropy from Fuzzy Implication Operators. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Javier Fernández, Carlos Guerra, Pedro Couto, Pedro Melo-Pinto
2011	—	`conf`	Multi-feature Tracking Approach Using Dynamic Fuzzy Sets. Eurofuse Nuno Vieira Lopes, Pedro Couto, Pedro Melo-Pinto
2011	—	`conf`	Penalty Fuzzy Function for Derivative-Free Optimization. Eurofuse João Matias, Pedro Mestre, Aldina Correia, Pedro Couto, Carlos Serôdio, Pedro Melo-Pinto
2010	—	`conf`	A-IFSs Entropy Based Image Multi-thresholding. IEA/AIE (3) Pedro Couto, Humberto Bustince Sola, Miguel Pagola, Aranzazu Jurio, Pedro Melo-Pinto
2010	—	`conf`	A-IFSs based iterative thresholding in gait analysis. IEEE Conf. of Intelligent Systems Pedro Couto, Humberto Bustince Sola, Aranzazu Jurio, George Gluhchev, Artur Varejão, Pedro Melo-Pinto
2010	J	`jnl`	Automatic Histogram Threshold Using Fuzzy Measures. IEEE Trans. Image Process. Nuno Vieira Lopes, Pedro A. Mogadouro do Couto, Humberto Bustince Sola, Pedro Melo-Pinto
2010	B	`conf`	Fuzzy dynamic model for feature tracking. FUZZ-IEEE Pedro Couto, Nuno Vieira Lopes, Humberto Bustince Sola, Pedro Melo-Pinto
2010	J	`jnl`	Ignorance functions. An application to the calculation of the threshold in prostate ultrasound images. Fuzzy Sets Syst. Humberto Bustince Sola, Miguel Pagola, Edurne Barrenechea Tartas, Javier Fernández, Pedro Melo-Pinto, Pedro Couto, Hamid R. Tizhoosh, Javier Montero
2009	C	`conf`	A A-IFSs Based Image Segmentation Methodology for Gait Analysis. ISDA Pedro Couto, Vítor Filipe, Pedro Melo-Pinto, Humberto Bustince Sola, Edurne Barrenechea Tartas
2009	—	`ch.`	A Survey of Applications of the Extensions of Fuzzy Sets to Image Processing. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition Humberto Bustince Sola, Miguel Pagola, Aranzazu Jurio, Edurne Barrenechea Tartas, Javier Fernández, Pedro Couto, Pedro Melo-Pinto
2009	—	`conf`	Colour Image Segmentation using A-IFSs. IFSA/EUSFLAT Conf. Pedro Couto, Pedro Melo-Pinto, Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola
2009	—	`conf`	Interval-Valued Restricted Equivalence Functions Applied on Clustering Techniques. IFSA/EUSFLAT Conf. Aranzazu Jurio, Miguel Pagola, Daniel Paternain, Carlos Lopez-Molina, Pedro Melo-Pinto
2008	—	`ch.`	Image Threshold Computation by Modelizing Knowledge/Unknowledge by Means of Atanassov's Intuitionistic Fuzzy Sets. Fuzzy Sets and Their Extensions: Representation, Aggregation and Models Humberto Bustince Sola, Miguel Pagola, Pedro Melo-Pinto, Edurne Barrenechea Tartas, Pedro Couto
2008	B	`conf`	Uncertainty in multilevel image thresholding using Atanassov's intuitionistic fuzzy sets. FUZZ-IEEE Pedro Couto, Miguel Pagola, Humberto Bustince Sola, Edurne Barrenechea Tartas, Pedro Melo-Pinto
2007	—	`conf`	Image Threshold Using A-IFSs Based on Bounded Histograms. IFSA (1) Pedro Couto, Humberto Bustince Sola, Vítor Filipe, Edurne Barrenechea Tartas, Miguel Pagola, Pedro Melo-Pinto
2006	J	`jnl`	A Note on Generalized Net Model of E-Learning Evaluation Associated with Intuitionistic Fuzzy Estimations. Int. J. Fuzzy Log. Intell. Syst. Anthony G. Shannon, Evdokia Sotirova, Krassimir T. Atanassov, Maciej Krawczak, Pedro Melo-Pinto, Taekyun Kim, Lee-Chae Jang, Dong-Jin Kang, Seog-Hoon Rim
2005	J	`jnl`	GEeneralized Net Model of Intranet in an Abstract University with Current Estimations. Int. J. Fuzzy Log. Intell. Syst. Daniela Langova-Orozova, Evdokia Sotirova, Krassimir T. Atanassov, Pedro Melo-Pinto, Taekyun Kim, Dal-Won Park, Yung-Hwan Kim, Lee-Chae Jang, Dong-Jin Kang
2004	J	`jnl`	A Generalized Net Model on University Electronic Archives. Int. J. Fuzzy Log. Intell. Syst. Anthony G. Shannon, Daniela Langova-Orozova, Evdokia Sotirova, Krassimir T. Atanassov, Pedro Melo-Pinto, Taekyun Kim, Lee-Chae Jang, Dong-Jin Kang
2004	—	`conf`	Generalized Net Model for Adaptive Electronic Assessment, Using Intuitionistic Fuzzy Estimations. Fuzzy Days Anthony G. Shannon, Daniela Langova-Orozova, Evdokia Sotirova, Krassimir T. Atanassov, Pedro Melo-Pinto, Taekyun Kim
2000	—	`conf`	A New Paradigm for the Description of Image Patterns - From Pixels to Fuzzy Sets of Rules. SBRN Paulo Salgado, João Barroso, José Bulas-Cruz, Pedro Melo-Pinto
2000	B	`conf`	Relevance as a new measure of relative importance of sets of rules. SMC Paulo Salgado, Pedro Melo-Pinto, José Bulas-Cruz, Carlos Oouto