SAR Despeckling via Regional Denoising Diffusion Probabilistic Model

no code implementations • 6 Jan 2024 • Xuran Hu, Ziqiang Xu, Zhihan Chen, Zhengpeng Feng, Mingzhe Zhu, Ljubisa Stankovic

Speckle noise poses a significant challenge in maintaining the quality of synthetic aperture radar (SAR) images, so SAR despeckling techniques have drawn increasing attention.

Sar Image Despeckling

Manifold-based Shapley for SAR Recognization Network Explanation

no code implementations • 6 Jan 2024 • Xuran Hu, Mingzhe Zhu, Yuanjing Liu, Zhenpeng Feng, Ljubisa Stankovic

Explainable artificial intelligence (XAI) holds immense significance in enhancing the deep neural network's transparency and credibility, particularly in some risky and high-cost scenarios, like synthetic aperture radar (SAR).

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)