EVS-Assisted Joint Deblurring, Rolling-Shutter Correction and Video Frame Interpolation Through Sensor Inverse Modeling

e) Time Lens (f) FILM (g) CBMNet (b) Ours (c) EDI (d) AKF (a) CIS frame basketball slingshot egg (h) EvUnroll (i) REFID (j) Ground truth Figure 1. Qualitative results comparing the proposed method with EDI [27], AKF [39], Time Lens [37], FILM [32], CBMNet [23], EvUnroll [44], and REFID [36] on simulation datasets. In the "basketball" scene, our method provides frames that are rolling shutter effect corrected and deblurred. In the "slingshot egg" scene, our method can reconstruct the shape of the pellet with the best quality, as indicated in the yellow box. The images have been magnified for optimal viewing quality.