Abstract: Real-time vision systems for autonomous vehicles, medical imaging and surveillance demand edge detectors that are both high-throughput and power-aware, yet the arithmetic intensity of the ...
Abstract: Existing edge detectors often depend on large pretrained backbones and still miss delicate, fine-scale contours. We introduce DenseEdgeNet, a compact architecture that performs hierarchical ...
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