Jinhui Xiao

What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images

The research on scene text recognition (STR) has made remarkable progress in recent years with the development of deep neural networks (DNNs). Recent studies on adversarial attack have verified that a DNN model designed for non-sequential tasks (e.g., classification, segmentation and retrieval) can…