Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes

Figure 1: Joint rolling shutter correction and deblurring (RSCD). Image degradation caused by joint rolling shutter distortion and motion blur becomes extremely complex, when both ego-motion and object-motion are involved in dynamic scenes. Existing methods for RSCD such as Mohan et al. [22] are developed for static scenes. We present the first realistic benchmark dataset (BS-RSCD) and model (JCD) to advance learning-based approaches in this field.