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 ...
Abstract: Underwater object detection is crucial for marine exploration but faces challenges like low image quality, severe object overlap, and detection of small, diverse targets. This paper presents ...
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