Multistrengthening Module-Based Salient Object Detection

Figure 3

DUMRN architecture. The network is divided into a detection module and a reinforcement module. The detection module includes an information processing unit, a dual-flow branch unit, and a semantic reinforcement unit. The reinforcement module includes a heat map unit and a feature reinforcement unit. DM represents the detection module, RM represents the reinforcement module, E_i and S_i represent convolution layers of the encoder, D_i, and represent convolution layers of the decoder, and T_i represents transition convolution layers with the same size as E_i.