Learn to Differ: Sim2Real Small Defection Segmentation Network
Zexi Chen,Zheyuan Huang,Hongxiang Yu,Zhongxiang Zhou,Yunkai Wang,Xuecheng Xu,Qimeng Tan,Yue Wang,Rong Xiong,Zexi Chen,Zheyuan Huang,Hongxiang Yu,Zhongxiang Zhou,Yunkai Wang,Xuecheng Xu,Qimeng Tan,Yue Wang,Rong Xiong
Recent studies on deep-learning-based small defection segmentation approaches are trained in specific settings and tend to be limited by fixed context. Throughout the training, the network inevitably learns the representation of the background of the training data before figuring out the defection. They underperform in the inference stage once the context changed and can only be solved by training...
