ECCV 2022 Advances in Image Manipulation (AIM) workshop and challenges [DEADLINE July 31]

July 28th, 2022 Daniela Lopez de Luise

CALL FOR PAPERS  & CALL FOR PARTICIPANTS IN 8 CHALLENGES
AIM: 4th Advances in Image Manipulation workshop and challenges on compressed/image/video super-resolution, learned ISP, reversed ISP, Instagram filter removal, Bokeh effect, depth estimation

In conjunction with ECCV 2022, Tel-Aviv, Israel

Website: https://data.vision.ee.ethz.ch/cvl/aim22/
Contact: radu.timofte@uni-wuerzburg.de

TOPICS

Papers addressing topics related to image/video manipulation, restoration and enhancement are invited. The topics include, but are not limited to:

● Image-to-image translation
● Video-to-video translation
● Image/video manipulation
● Perceptual manipulation
● Image/video generation and hallucination
● Image/video quality assessment
● Image/video semantic segmentation
● Saliency and gaze estimation
● Perceptual enhancement
● Multimodal translation
● Depth estimation
● Image/video inpainting
● Image/video deblurring
● Image/video denoising
● Image/video upsampling and super-resolution
● Image/video filtering
● Image/video de-hazing, de-raining, de-snowing, etc.
● Demosaicing
● Image/video compression
● Removal of artifacts, shadows, glare and reflections, etc.
● Image/video enhancement: brightening, color adjustment, sharpening, etc.
● Style transfer
● Hyperspectral imaging
● Underwater imaging
● Aerial and satellite imaging
● Methods robust to changing weather conditions / adverse outdoor conditions
● Image/video manipulation on mobile devices
● Image/video restoration and enhancement on mobile devices
● Studies and applications of the above.

SUBMISSION

A paper submission has to be in English, in pdf format, and at most 14 pages (excluding references) in single-column, ECCV style. The paper format must follow the same guidelines as for all ECCV 2022 submissions.
The review process is double blind.
Dual submission is not allowed.
Submission site: https://cmt3.research.microsoft.com/AIMWC2022/

WORKSHOP DATES

● Submission Deadline for Early & Regular Papers: July 31, 2022 (EXTENDED)
● Submission Deadline for Challenge Papers and Papers reviewed elsewhere: August 10, 2022
● Decisions: August 15, 2022
● Camera Ready Deadline: August 22, 2022

AIM 2022 has the following associated challenges (ONGOING!):

  1. Compressed Input Super-Resolution
  2. Reversed ISP
  3. Instagram Filter Removal
  4. Video Super-Resolution (Evaluation platform: MediaTek Dimensity APU) – Powered by MediaTek
  5. Image Super-Resolution (Eval. platform: Synaptics Dolphin NPU) – Powered by Synaptics
  6. Learned Smartphone ISP (Eval. platform: Snapdragon Adreno GPU) – Powered by OPPO
  7. Bokeh Effect Rendering (Eval. platform: ARM Mali GPU) – Powered by Huawei
  8. Depth Estimation (Eval. platform: Raspberry Pi 4) – Powered by Raspberry Pi

PARTICIPATION

To learn more about the challenges and to participate:

CHALLENGES DATES

● Release of train data: May 24, 2022
● Validation server online: June 1, 2022
● Competitions end: July 30, 2022

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