Weighted multi-scale and wavelet-enhanced Segment Anything Model for salient object detection
The proposed WMW-SAM, a Weighted Multi-Scale and Wavelet-Enhanced SAM, is designed to handle limitations of existing adaptation strategies for SOD, and develops the Weighted Multi-Scale Adapter (WMSA), which utilizes learnable weighting across multiple receptive fields to calibrate features of different scales.