3 citations · 5 across the 4 of their papers we have counts for
4 papers
Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and Challenges
Martin Aubard, Ana Madureira, Luís Teixeira +1
With the growing interest in underwater exploration and monitoring, Autonomous Underwater Vehicles (AUVs) have become essential. The recent interest in onboard Deep Learning (DL) h…
Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision~Boundary
Inês Gomes, Luís F. Teixeira, Jan N. van Rijn +4
The increasing use of deep learning across various domains highlights the importance of understanding the decision-making processes of these black-box models. Recent research focus…
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis
Cristiano Patrício, João C. Neves, Luís F. Teixeira
Early detection of melanoma is crucial for preventing severe complications and increasing the chances of successful treatment. Existing deep learning approaches for melanoma skin l…
Active Mining of Parallel Video Streams
Samaneh Khoshrou, Jaime S. Cardoso, Luis F. Teixeira
The practicality of a video surveillance system is adversely limited by the amount of queries that can be placed on human resources and their vigilance in response. To transcend th…