Search Results for author: Jitao Ma

Found 3 papers, 1 papers with code

Exploring Hyperspectral Anomaly Detection with Human Vision: A Small Target Aware Detector

no code implementations2 Jan 2024 Jitao Ma, Weiying Xie, Yunsong Li

Our method provides a new solution space for HAD that is closer to human visual perception with high confidence.

Anomaly Detection Knowledge Distillation

RS-DGC: Exploring Neighborhood Statistics for Dynamic Gradient Compression on Remote Sensing Image Interpretation

no code implementations29 Dec 2023 Weiying Xie, Zixuan Wang, Jitao Ma, Daixun Li, Yunsong Li

The key component of RS-DGC is a Neighborhood Statistical Indicator (NSI), which can quantify the importance of gradients within a specified neighborhood on each node to sparsify the local gradients before gradient transmission in each iteration.

Earth Observation

BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly Detection

1 code implementation19 Jul 2023 Jitao Ma, Weiying Xie, Yunsong Li, Leyuan Fang

We present a novel solution BSDM (background suppression diffusion model) for HAD, which can simultaneously learn latent background distributions and generalize to different datasets for suppressing complex background.

Anomaly Detection Denoising +1

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