Web: http://arxiv.org/abs/2201.12010

Jan. 31, 2022, 2:10 a.m. | Kuldeep Purohit, Anshul Shah, A. N. Rajagopalan

cs.CV updates on arXiv.org arxiv.org

We present a solution for the goal of extracting a video from a single motion
blurred image to sequentially reconstruct the clear views of a scene as beheld
by the camera during the time of exposure. We first learn motion representation
from sharp videos in an unsupervised manner through training of a convolutional
recurrent video autoencoder network that performs a surrogate task of video
reconstruction. Once trained, it is employed for guided training of a motion
encoder for blurred images. …

arxiv cv

More from arxiv.org / cs.CV updates on arXiv.org

Director, Data Engineering and Architecture

@ Chainalysis | California | New York | Washington DC | Remote - USA

Deep Learning Researcher

@ Topaz Labs | Dallas, TX

Sr Data Engineer (Contractor)

@ SADA | US - West

Senior Cloud Database Administrator

@ Findhelp | Remote

Senior Data Analyst

@ System1 | Remote

Speech Machine Learning Research Engineer

@ Samsung Research America | Mountain View, CA