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20182021
most citedVIDIT: Virtual Image Dataset for Illumination Transfer

39 citations · 60 across the 7 of their papers we have counts for

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cs.CV2021

NTIRE 2021 Depth Guided Image Relighting Challenge

Majed El Helou, Ruofan Zhou, Sabine Susstrunk +1

Image relighting is attracting increasing interest due to its various applications. From a research perspective, image relighting can be exploited to conduct both image normalizati…

cs.CV2020★ 14 cited

AIM 2020: Scene Relighting and Illumination Estimation Challenge

Majed El Helou, Ruofan Zhou, Sabine Süsstrunk +34

We review the AIM 2020 challenge on virtual image relighting and illumination estimation. This paper presents the novel VIDIT dataset used in the challenge and the different propos…

cs.CV2020★ 39 cited

VIDIT: Virtual Image Dataset for Illumination Transfer

Majed El Helou, Ruofan Zhou, Johan Barthas +1

Deep image relighting is gaining more interest lately, as it allows photo enhancement through illumination-specific retouching without human effort. Aside from aesthetic enhancemen…

cs.CV2020★ 1 cited

Divergence-Based Adaptive Extreme Video Completion

Majed El Helou, Ruofan Zhou, Frank Schmutz +2

Extreme image or video completion, where, for instance, we only retain 1% of pixels in random locations, allows for very cheap sampling in terms of the required pre-processing. The…

cs.CV2019

Drone Shadow Tracking

Xiaoyan Zou, Ruofan Zhou, Majed El Helou +1

Aerial videos taken by a drone not too far above the surface may contain the drone's shadow projected on the scene. This deteriorates the aesthetic quality of videos. With the pres…

cs.CV2018★ 5 cited

Deep Residual Network for Joint Demosaicing and Super-Resolution

Ruofan Zhou, Radhakrishna Achanta, Sabine Süsstrunk

In digital photography, two image restoration tasks have been studied extensively and resolved independently: demosaicing and super-resolution. Both these tasks are related to reso…