Tianyang Cheng

OSFormer: One-Stage Camouflaged Instance Segmentation with Transformers

"We present OSFormer, the first one-stage transformer framework for camouflaged instance segmentation (CIS). OSFormer is based on two key designs. First, we design a location-sensing transformer (LST) to obtain the location label and instance-aware parameters by introducing the location-guided queri…