Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints

no code implementations • 25 Jan 2024 • Balamurali Murugesan, Sukesh Adiga Vasudeva, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz

Ensuring reliable confidence scores from deep neural networks is of paramount significance in critical decision-making systems, particularly in real-world domains such as healthcare.

Decision Making Segmentation