activity
20182022
most citedCDFI: Compression-Driven Network Design for Frame Interpolation

6 citations · 11 across the 5 of their papers we have counts for

collaborators

6 papers

cs.CV2022

Geometry Driven Progressive Warping for One-Shot Face Animation

Yatao Zhong, Faezeh Amjadi, Ilya Zharkov

Face animation aims at creating photo-realistic portrait videos with animated poses and expressions. A common practice is to generate displacement fields that are used to warp pixe…

cs.CV20221 cited

Sparsity-guided Network Design for Frame Interpolation

Tianyu Ding, Luming Liang, Zhihui Zhu +2

DNN-based frame interpolation, which generates intermediate frames from two consecutive frames, is often dependent on model architectures with a large number of features, preventin…

cs.CV20224 cited

RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution

Zhicheng Geng, Luming Liang, Tianyu Ding +1

Space-time video super-resolution (STVSR) is the task of interpolating videos with both Low Frame Rate (LFR) and Low Resolution (LR) to produce High-Frame-Rate (HFR) and also High-…

cs.CV20216 cited

CDFI: Compression-Driven Network Design for Frame Interpolation

Tianyu Ding, Luming Liang, Zhihui Zhu +1

DNN-based frame interpolation--that generates the intermediate frames given two consecutive frames--typically relies on heavy model architectures with a huge number of features, pr…

eess.IV2020

ImagePairs: Realistic Super Resolution Dataset via Beam Splitter Camera Rig

Hamid Reza Vaezi Joze, Ilya Zharkov, Karlton Powell +5

Super Resolution is the problem of recovering a high-resolution image from a single or multiple low-resolution images of the same scene. It is an ill-posed problem since high frequ…

cs.CV2018

DIY Human Action Data Set Generation

Mehran Khodabandeh, Hamid Reza Vaezi Joze, Ilya Zharkov +1

The recent successes in applying deep learning techniques to solve standard computer vision problems has aspired researchers to propose new computer vision problems in different do…