activity
20202022
most citedOptical Flow Estimation from a Single Motion-blurred Image

1 citations · 1 across the 3 of their papers we have counts for

collaborators

5 papers

cs.CV2022

Long-term Video Frame Interpolation via Feature Propagation

Dawit Mureja Argaw, In So Kweon

Video frame interpolation (VFI) works generally predict intermediate frame(s) by first estimating the motion between inputs and then warping the inputs to the target time with the…

cs.CV2021

Restoration of Video Frames from a Single Blurred Image with Motion Understanding

Dawit Mureja Argaw, Junsik Kim, Francois Rameau +2

We propose a novel framework to generate clean video frames from a single motion-blurred image. While a broad range of literature focuses on recovering a single image from a blurre…

cs.CV20211 cited

Optical Flow Estimation from a Single Motion-blurred Image

Dawit Mureja Argaw, Junsik Kim, Francois Rameau +2

In most of computer vision applications, motion blur is regarded as an undesirable artifact. However, it has been shown that motion blur in an image may have practical interests in…

cs.CV2021

Motion-blurred Video Interpolation and Extrapolation

Dawit Mureja Argaw, Junsik Kim, Francois Rameau +1

Abrupt motion of camera or objects in a scene result in a blurry video, and therefore recovering high quality video requires two types of enhancements: visual enhancement and tempo…

cs.CV2020

ResNet or DenseNet? Introducing Dense Shortcuts to ResNet

Chaoning Zhang, Philipp Benz, Dawit Mureja Argaw +5

ResNet or DenseNet? Nowadays, most deep learning based approaches are implemented with seminal backbone networks, among them the two arguably most famous ones are ResNet and DenseN…