A frequency-guided layout-to-image generation framework, FICGen, improves fidelity, layout alignment, and detector trainability on degraded scenes across five benchmarks.
Anchor-free oriented proposal generator for object detection
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FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation
A frequency-guided layout-to-image generation framework, FICGen, improves fidelity, layout alignment, and detector trainability on degraded scenes across five benchmarks.