Deformation-Invariant Neural Network and Its Applications in Distorted Image Restoration and Analysis

Han Zhang, Qiguang Chen, Lok Ming Lui

Images degraded by geometric distortions pose a significant challenge to imaging and computer vision tasks such as object recognition. Deep learning-based imaging models usually fa…