[HTML][HTML] Explainable AI (XAI) in image segmentation in medicine, industry, and beyond: A survey
Explainable AI (XAI) has found numerous applications in computer vision. While image
classification-based explainability techniques have garnered significant attention, their …
classification-based explainability techniques have garnered significant attention, their …
Responsible AI for Earth Observation
The convergence of artificial intelligence (AI) and Earth observation (EO) technologies has
brought geoscience and remote sensing into an era of unparalleled capabilities. AI's …
brought geoscience and remote sensing into an era of unparalleled capabilities. AI's …
A Guided Tour of Post-hoc XAI Techniques in Image Segmentation
Deep learning models have shown tremendous gains in computer vision in the last decade.
However, given their highly non-linear nature, they are often seen as black-boxes. This has …
However, given their highly non-linear nature, they are often seen as black-boxes. This has …
Beyond 2D and more:| bInterpreting remote sensing image classification methods via explainable artificial intelligence
DE Turan - 2023 - research.sabanciuniv.edu
Within the hyperspectral remote sensing image classification research area, this thesis
delves into the challenges of explaining the decision-making process of deeplearning …
delves into the challenges of explaining the decision-making process of deeplearning …
[引用][C] Post-hoc XAI in Medical Image Segmentation: The Journey Thus Far
SN Hasany, F Mériaudeau, C Petitjean - 2024