Teaching Activities
Teaching Year Semester Course Name Degree(s) Coordinator
2025/2026 Development for Internet and Mobile Apps Bachelor Degree in Computer Science and Business Management; No
2025/2026 Deep Learning for Computer Vision Institutional Degree in Escola de Tecnologias e Arquitetura; Yes
2025/2026 Deep Learning for Computer Vision -- Yes
2025/2026 JavaScript Programming -- Yes
2025/2026 Deep Learning for Computer Vision -- Yes
2025/2026 Object Oriented Programming Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Telecommunications and Computer Engineering; No
2024/2025 Development for Internet and Mobile Apps Bachelor Degree in Computer Engineering (PL); No
2024/2025 Deep Learning for Computer Vision Master Degree in Data Science; Yes
2024/2025 JavaScript Programming Post Graduation Program in STEAM Bridge Program; Yes
2024/2025 Deep Learning for Computer Vision Institutional Degree in Escola de Tecnologias e Arquitetura; Yes
2024/2025 Computer Vision and Introduction to Language Models -- No
2024/2025 Object Oriented Programming Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Science and Business Management; No
2023/2024 Development for Internet and Mobile Apps Bachelor Degree in Computer Engineering (PL); No
2023/2024 Deep Learning for Computer Vision Master Degree in Data Science; Yes
2023/2024 Deep Learning for Computer Vision Institutional Degree in Escola de Tecnologias e Arquitetura; Yes
2023/2024 Object Oriented Programming Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering (PL); No
2022/2023 Development for Internet and Mobile Apps Bachelor Degree in Computer Science and Business Management; No
2022/2023 Deep Learning for Computer Vision Institutional Degree in Escola de Tecnologias e Arquitetura; Yes
2022/2023 Object Oriented Programming Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Science and Business Management; No
2021/2022 Development for Internet and Mobile Apps Bachelor Degree in Computer Science and Business Management; No
2021/2022 Business Inteligence Applications -- No
2021/2022 Object Oriented Programming Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Yes
2020/2021 Object Oriented Programming -- Yes
2019/2020 Computer and Operating Systems Fundamentals -- Yes
2019/2020 Object Oriented Programming -- No
2019/2020 Computer and Operating Systems Fundamentals -- Yes
2019/2020 Fundamentals of Computer Architecture Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Telecommunications and Computer Engineering; No
Supervisions
M.Sc. Dissertations (50)
Ongoing (12)
Student Name Title/Topic Language Status Institution Initial Year
Gonçalo Miguel Inácio do Amaral Botelho A Vision-Based System to Guide the Drilling Process in Cork Stopper Production English Delivered Iscte 2024
Ana Francisca Carvalho de Menezes Duro Machine Learning na Interpretação de Ecocardiografias 3D Developing Iscte 2025
Gonçalo Ribeiro de Almeida Falcão Paias Adapting Self-Supervised Foundation Models for Forest Monitoring Developing Iscte 2025
Simão Marques Pereira Multimodal Deep Learning for Animal Behaviour Recognition Using Audio-Video Representations Developing Iscte 2025
Miguel Ferreira Inácio Do Vale Martins MoniCrowd - Adaptive system for crowding monitoring using user's devices fingerprinting Developing Iscte 2025
Diogo Alexandre Alonso de Freitas Visual recognition of idiomatic expressions using multimodal models Developing Iscte 2025
João Pedro Silva Bento Edge AI: A Mobile Device Case Study in Dermatology Developing Iscte 2025
Marco Delgado Esperança Detection of AVPU Scale Consciousness Levels on Emergency Triage Videos English Developing Iscte 2025
Nuno Travassos Rosário de Jesus Ferreira Desenvolvimento de sistema para Segmentação e Classificação Automática de Cromossomas Developing Iscte 2024
Paulo Augusto Maia Borges C.elegans - how can a connectome produce intelligent behaviour? Developing Iscte 2024
Mara Andreia Pimpão Alves Land cover image segmentation based on sparse annotation Developing Iscte 2024
Gabriel Bonfim de Almeida Extracting information from images acquired in a fish farming environment Developing Iscte 2024
Concluded (38)
Student Name Title/Topic Language Institution Initial Year Concluding Year
Rodrigo Miguel Belchiorinho Alves Visual Monitoring System for Optimizing Table Grape Production Portuguese Iscte 2024 2025
Gonçalo de Sousa Silva Valério Rosado Enhancing Financial Trading Strategies: A Study of Convolutional Neural Networks with Feature Selection and Other Machine Learning Techniques English Iscte 2024 2025
André Pereira de Almeida Application of Computer Vision Techniques for Tracking Judo Athletes Portuguese Iscte 2024 2024
José Eduardo da Conceição Correia Automatic extraction of information from scanned invoices Portuguese Iscte 2024 2024
João Pedro Tomás Ferreira Deep Learning for Personal Protection Equipment (PPE) Detection in Real-Life Scenarios English Iscte 2024 2024
Afonso José Tripa Geraldo Multi-season deep learning-based land cover classification using satellite images English Iscte 2024 2024
Rita Seixas Bairros Deep Learning-Based Calcium Scoring of the Aortic Valve Using 3D TEE: Preliminary Study English Iscte 2024 2024
Matilde Soares Saraiva Deep learning-based identification of unmapped roads using remote sensing images English Iscte 2024 2024
Sara Raquel de Sá Gomes Automatic Calcium Detection in Echocardiography based on Deep Learning English Iscte 2022 2023
Gonçalo Filipe Constantino Soares Detection of garbage outside of the deposition equipment a study onclassification-based and object detection-based computer vision approaches English Iscte 2021 2023
Francisca Miranda Guedes Activity detection and classification in public sports spaces English Iscte 2022 2023
Simão de São José Gregório de Oliveira Frazão Correia Extracting relevant information regarding customer behaviour from surveillance videos English Iscte 2022 2023
Sérgio Filipe Paiva da Silva Gonçalves dos Santos Land Cover Automatic classification using a deep learning technique applied to satellite imagery English Iscte 2022 2023
Joana Pereira Fogaça Deep learning-based graffiti detection: a study using images from the streets of Lisbon English Iscte 2022 2022
Carlos Daniel Simões Jorge Guerra IoT Home Automation with Mobile Devices Vision English Iscte 2020 2022
Diogo Alexandre Ferreira Dinis Image Segmentation of Urban Areas in Forest Spaces Portuguese Iscte 2021 2022
Afonso Meireles Gonçalves Wildfire Detection with Deep Learning - A Case Study for the CICLOPE Project English Iscte 2021 2022
Tiago André Raposo Domingues Automatic monitoring of diseases and pests in tomato crops English Iscte 2022 2022
Derick Augusto Évora Piedade Next generation >200 Gb/s multicore fiber short-reach networks employing machine learning English Iscte 2020 2022
Sérgio Alexandre Pascoal Valentim Firearm model identification based on fired bullet cartridges English Iscte 2021 2022
João Pedro da Silva Fernandes Augmented reality gamified experienced for children focused on tangible interaction with air pollution data Portuguese Iscte 2018 2021
Soraia Hermínia Aguiar Afonso Fernandes Identification of the residues deposited outside the deposition equipment, using video analytics English Iscte 2020 2021
André Filipe Lopes Maia Assessing the Emotional Impact of Video using Machine Learning Techniques English Iscte 2019 2020
Afonso Luís Costa Barbosa da Silva "Detection of dish manufacturing defects using a deep learning-based approach." English Iscte 2020 2020
Maria Quintela Cruz Indoor/outdoor image classification and its representative quality Portuguese Iscte 2018 2019
Carolina do Carmo Lages Gonçalves Automatic Recognition of Invasive Plants in Aerial Images Portuguese Iscte 2018 2019
João Diogo Gameiro Medeiros Depth Extraction in 3D Holoscopic Images English Iscte 2018 2018
Francisco Marques Gracias Recognition of Customer-Product Interactions in Retail Environments Portuguese Iscte 2018 2018
João Rodrigo Romão Marinho Pinto da Cruz Deep Learning for Large-Scale Fine-Grained Recognition of Cars English Iscte 2018 2018
Lourenço de Mértola Belford Correia da Silva Quality Assessment of 2D Image Rendering for 4D Light Field Content English Iscte 2018 2018
Luís Jorge Gregório Dias Detecting Violent Excerpts in Movies using Audio and Video Features English Iscte 2015 2016
Ricardo José Mascarenhas Almeida Portuguese Instituto Superior Técnico -- 2015
Adélcio de Jesus Mendes Soares da Rosa Portuguese Instituto Superior Técnico -- 2015
Miguel Filipe Chan Chin English Instituto Superior Técnico -- 2012
João Ribas Fernandes English Instituto Superior Técnico -- 2012
Márcio de Jesus Gonçalves Ferramenta para a Avaliação Subjectiva da Qualidade de Vídeo Portuguese Iscte 2011 2012
Bruno Renato de Sousa Rodrigues English Instituto Superior Técnico -- 2009
Luís Miguel Malveiro Pereira Tomaz Roque English Instituto Superior Técnico -- 2008
M.Sc. Final Projects (1)
Concluded (1)
Student Name Title/Topic Language Institution Initial Year Concluding Year
Diana Filipa Oliveira Mendes The Importance of Tourist Accommodation Images on Online Booking Platforms: A Data Driven Approach with Feels Like Home Data Portuguese Iscte 2022 2022