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Open access Aug 2026

A Vision Transformer with Dynamic Masking and Cross-Modal Semantic Learning for Remote Sensing Scene Classification

Remote sensing scene classification plays a vital role in various Earth observation applications. Although supervised learning remains the dominant paradigm, vast quantities of unlabeled imagery remain significantly underutilized. To leverage these unlabeled resources and enhance categorization accuracy, we propose a n...

Feng Ni, Yi Liu, Shi-Bo Dai et al. · 0 citations
Open access 2026

Efficient UAV Detection via Coordinate Pyramid Recalibration and Feature Selection-Driven Pyramid Fusion

UAV detection in surveillance is difficult due to small target size, cluttered backgrounds, and inter-class confusion with birds. We propose <bold>CPCR-DEIM</bold>, built on the DEIM framework, with two lightweight modules. First, a Coordinate Pyramid Channel-guided Recalibration (CPCR) block is inserted at an intermed...

huan yang, Lijun Yang, Tiandong Sun et al. · 0 citations

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