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Sebastiano Fichera

4 accepted papers

2025

SplineFormer: An Explainable Transformer Network for Autonomous Endovascular Navigation

IROS 2025

Robot-assisted endovascular navigation provides significant advantages, including reduced radiation exposure for surgeons and improved patient safety. However, a major challenge is to control curvilinear instruments like guidewires precisely for smooth and accurate navigation while adapting to anato

Cited by 0SourceScholar
2024

Multi-class Road Defect Detection and Segmentation using Spatial and Channel-wise Attention for Autonomous Road Repairing

ICRA 2024poster

Road pavement detection and segmentation are critical for developing autonomous road repair systems. However, developing an instance segmentation method that simultaneously performs multi-class defect detection and segmentation is challenging due to the textural simplicity of road pavement image, th…

Cited by 2SourceScholar
2023

Multi-source Domain Adaptation for Unsupervised Road Defect Segmentation

ICRA 2023poster

The performance of road defect segmentation (a.k.a. pixel-level road defect detection) has been improved alongside with remarkable achievement of deep learning. Those improvements need a large-scale and well-constructed dataset. However, road surface materials or designs vary from country to country…

Cited by 10SourcecodeScholar