Depth-guided Deformable Convolutions for RGB-D Saliency Object Detection

Recently, RGB-D salient object detection(SOD) has attracted increasing research interests, and existing methods have achieved huge success owing to well-designed feature extraction and fusion. However, in existing methods, the depth maps cannot be utilized entirely since RGB and depth are usually concatenated together as an entirety and then feed into the backbone to extract features, which cannot...