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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Bing Zhang

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Aug 2026

SMN: Signal Modulation Network for Tiny Object Detection in Remote Sensing Imagery

Tiny object detection (TOD) in remote sensing imagery remains challenging because foreground signals are extremely weak in deep feature hierarchies and are easily overwhelmed by high-response background interference. To mitigate this observed foreground-background signal modulation imbalance (FBSMI) difficulty, we prop...

Tian-Wei Zhang, Longfei Ren, Lian-Ru Gao et al. · 0 citations

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