AIM: Advances in Image Manipulation workshop and challenges 2024
In conjunction with ECCV 2024

Website: https://www.cvlai.net/aim/2024/
Contact: radu.timofte [at] uni-wuerzburg.de

SCOPE


Image manipulation is a key computer vision task, aiming at the restoration of degraded image content, the filling in of missing information, or the needed transformation and/or manipulation to achieve a desired target (with respect to perceptual quality, contents, or performance of apps working on such images). Recent years have witnessed an increased interest from the vision and graphics communities in these fundamental topics of research. Not only has there been a constantly growing flow of related papers, but also substantial progress has been achieved.

Each step forward eases the use of images by people or computers for the fulfillment of further tasks, as image manipulation serves as an important frontend. Not surprisingly then, there is an ever growing range of applications in fields such as surveillance, the automotive industry, electronics, remote sensing, or medical image analysis etc. The emergence and ubiquitous use of mobile and wearable devices offer another fertile ground for additional applications and faster methods.

This workshop aims to provide an overview of the new trends and advances in those areas. Moreover, it will offer an opportunity for academic and industrial attendees to interact and explore collaborations.

This workshop builds upon the success of the Advances in Image Manipulation (AIM) workshop at ICCV 2019, 2021 and ECCV 2020, 2022, the Mobile AI (MAI) workshop at CVPR 2021, 2022, 2023, 2024, the Perceptual Image Restoration and Manipulation (PIRM) workshop at ECCV 2018, the Vision, Graphics and AI for Streaming (AIS) at CVPR 2024, the workshop and Challenge on Learned Image Compression (CLIC) editions at CVPR 2018, 2019, 2020, 2021, 2022 and at DCC 2024 and the New Trends in Image Restoration and Enhancement (NTIRE) editions: at CVPR 2017, 2018, 2019, 2020, 2021, 2022, 2023 and 2024 and at ACCV 2016. Moreover, it relies on the people associated with the PIRM, MAI, CLIC, and NTIRE events such as organizers, PC members, distinguished speakers, authors of published papers, challenge participants and winning teams.


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
● 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 2024 submissions.

The review process is double blind. Authors do not know the names of the chair/reviewers of their papers. Reviewers do not know the names of the authors.

Dual submission is not allowed. If a paper is submitted also to ECCV and accepted, the paper cannot be published both at the ECCV and the workshop.

For the paper submissions, please go to the online submission site
https://cmt3.research.microsoft.com/AIMWC2024/



WORKSHOP DATES

● Submission Deadline: July 17, 2024
● Decisions: August 7, 2024
● Camera Ready Deadline: August 14, 2024


AIM 2024 has the following associated challenges (ONGOING!):


● Mobile Real-Time Video Super-Resolution
● Efficient Video Super-Resolution
● Depth Upsampling and Refinement
● RAW Burst Alignment and ISP ongoing
● Sparse Neural Rendering - Track 1 - 3 views
● Sparse Neural Rendering - Track 2 - 9 views
● Video Saliency Prediction
● Video Super-Resolution Quality Assessment
● Compressed Video Quality Assessment
● Pushing the Boundaries of Blind Photo Quality Assessment



PARTICIPATION

To learn more:
https://www.cvlai.net/aim/2024/



ORGANIZERS (to be announced)

● Radu Timofte, University of Wurzburg
● Andrey Ignatov, AI Benchmark and ETH Zurich
● Marcos V. Conde, University of Wurzburg & Sony
● Dmitriy Vatolin, Moscow State University,
● Eduardo Pérez-Pellitero, Noah's Ark Lab London





SPEAKERS (to be announced)


SPONSORS (to be announced)

JMU Wurzburg / CAIDAS


CONTACT

Email: radu.timofte [at] uni-wuerzburg.de
Website: https://www.cvlai.net/aim/2024/