Invited Speakers

William T. Freeman

MIT, Google AI

Eli Shechtman

Adobe Research

Tomer Michaeli

Technion

Jiaya Jia

CUHK

Kavita Bala

Cornell

Schedule

Time

Event

8:30

Opening

8:40

Invited talk - Jiaya Jia (CUHK)
"Two Paths to Image Restoration: Deep Learning and Not Using It"

9:05

Invited talk - Eli Shechtman (Adobe Research)
"Image Manipulation on the Natural Image Manifold"

9:30

Spotlights

10:00

Poster session and coffee break

10:45

Invited talk - Kavita Bala (Cornell)

11:10

Invited talk - Tomer Michaeli (Technion)
"The Perception-Distortion Tradeoff"

11:35

The PIRM challenges on:
(a) Perceptual Super-resolution,
(b) Perceptual Enhancement on Smartphones,
(c) Spectral Image Super-resolution

12:05

Invited talk - William Freeman (MIT, Google AI)

12:30

Closing

Program

Title

Authors

Spotlights

Super-Resolution: Perceptually Improved Super-Resolution using Multi-Pass Upscaling and Qualitative Score Predictors

Jun-Ho Choi, Jun-Hyuk Kim, Manri Cheon, Jong-Seok Lee

Super-Resolution: SRRaGAN

Xintao Wang, Shixiang Wu, Jinjin Gu, Ke Yu, Yihao Liu, Chao Dong, Yu Qiao, Chen Change Loy

Enhancement on Smartphones 1

Enhancement on Smartphones 2

Spectral Image Super-Resolution 1

Spectral Image Super-Resolution 2

Papers

TBD

Posters

LEDNet: Deep Illumination-aware Dehazing with Low-light Enhancement

Guisik Kim and Junseok Kwon

Photorealistic Video Super Resolution

Eduardo Pérez-Pellitero , Mehdi S. M. Sajjadi , Michael Hirsch and Bernhard Schölkopf

Towards Artifact-free Images through Perceptual Image Restoration

Patricia Vitoria , Coloma Ballester

Gait Energy Image Restoration Using Generative Adversarial Network

Maryam Babaee, Gerhard Rigoll

Pixel-wise Adversarial Learning for Realistic Image Super-resolution

Yuanfei Huang, Ruihan Dou, Furui Bai, Rui Wang, Wen Lu, Xinbo Gao

Perceptual Content Losses for Super Resolution with Enhanced Upscaling Modules

Manri Cheon, Jun-Hyuk Kim, Jun-Ho Choi, Jong-Seok Lee

Perceptually improved super resolution using multi-pass upscaling and qualitative score predictors

Jun-Ho Choi, Jun-Hyuk Kim, Manri Cheon, Jong-Seok Lee

Spatial-Wise Feature Relation Loss for Super-Resolution

Jun-Hyuk Kim, Jun-Ho Choi, Manri Cheon, Jong-Seok Lee

Other posters from the associated PIRM challenges

challenge participants