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Mobile Intelligent Photography & Imaging
Workshop 2024

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MIPI Workshop in conjunction with CVPR 2024
Monday June 17th, 2024       East 10, Seattle Convention Center

Challenge Tracks

Overview

Developing and integrating advanced image sensors with novel algorithms in camera systems is prevalent with the increasing demand for computational photography and imaging on mobile platforms. However, the lack of high-quality data for research and the rare opportunity for in-depth exchange of views from industry and academia constrain the development of mobile intelligent photography and imaging (MIPI).

The workshop's main focus is on MIPI, emphasizing the integration of novel image sensors and imaging algorithms. Together with the workshop, we organize a few exciting challenges and invite renowned researchers from both industry and academia to share their insights and recent work. Our challenge includes three tracks:

Unlike previous workshops that focus on image or video manipulation, restoration and enhancement, or the efficient designs of AI models for mobile devices, the central theme of our workshop encompasses new sensors and imaging systems, which are the indispensable foundation for mobile intelligent photography and imaging. As the first workshop of this kind, MIPI aims to organize a dedicated workshop so that we can solicit relevant solutions and attract a focused group from both academia and industry for fruitful discussions.

Datasets and Submission

Datasets are available at the Codalab site of each challenge track. Submissions to all phases will be done through the CodaLab site. Please register to the site and refer to the instructions on how to download the datasets and submit your results. The evaluation metrics of each track will be introduced in the respective site.

Link to Codalab: Few-shot Raw Image Denoising -- Demosaic for HybridEVS Camera -- Nighttime Flare Removal

Awards

The winner teams of each track will receive a certificate. Challenge participants with the most successful and innovative methods will be invited to present at the MIPI workshop.

Terms and Conditions

Link to Terms and Conditions.

In the event of any inconsistency between the terms and details of this website and Codalab competition sites, the details on the Codalab sites shall prevail.

Contact

For more information, please contact us at mipi.challenge@gmail.com.

Call for Papers

CVPR 2024 Workshop:

Besides the challenge, we also provide a platform for researchers, scientists, and engineers from around the world to disseminate their research outcomes and push forward the frontiers of knowledge within novel image sensors and imaging systems-related areas. The MIPI workshop topics cover but are not limited to:

  • Learnable ISPs
  • ToF depth completion
  • RGBW sensor re-mosaic and fusion
  • Nighttime image restoration
  • Under-display camera image restoration
  • Event camera for image/video restoration
  • Learning-based computational imaging systems: efficient algorithms, smart imaging systems, learned data acquisition, task-driven ISPs, etc

Papers will be peer-reviewed and comply with the CVPR 2024 proceedings style, format and length. The deadline for camera ready submission is the same as the main conference. Papers accepted must be registered and presented to ensure their inclusion in the IEEE Xplore Library. The format for submission is the same as the CVPR 2024 requirements .

Paper submission and review site: Submission Site


Important Dates

Event Date (Always 11:59 PM Pacific Time)
Site online Jan 10, 2024
Release of training data and validation data Jan 15, 2024
Validation server online Jan 19, 2024
Release of test data, test server online Mar 01, 2024
Test results submission deadline, test server closed Mar 06, 2024
Fact sheets submission deadline Mar 06, 2024
Final test and rating results release to participants Mar 08, 2024
Event Date (Always 11:59 PM Pacific Time)
Site online Jan 10, 2024
CMT online Jan 15, 2024
Paper submission deadline Mar 10, 2024
Supplementary materials deadline Mar 10, 2024
Notification to authors Mar 20, 2024
Camera ready deadline Apr 08, 2024
Workshop date Jun 18, 2024

Keynote Speakers

Ralph Edwards
Lei Zhang

Chair Professor
The Hong Kong Polytechnic University & OPPO Research Institute

Ralph Edwards
Boxin Shi

Assistant Professor
Peking University

Ralph Edwards
Jing Liao

Assistant Professor
City University of Hong Kong

Ralph Edwards
Mian Wei

PhD Student
University of Toronto

Organizers

Workshop Organizers


Ralph Edwards
Xiaoming Li

Nanyang Technological University

Ralph Edwards
Zongsheng Yue

Nanyang Technological University

Ralph Edwards
Chongyi Li

Nanyang Technological University

Ralph Edwards
Shangchen Zhou

Nanyang Technological University

Ralph Edwards
Ruicheng Feng

Nanyang Technological University

Ralph Edwards
Yuekun Dai

Nanyang Technological University

Ralph Edwards
Peiqing Yang

Nanyang Technological University

Ralph Edwards
Chen Change Loy

Nanyang Technological University

Challenge Organizers


Chunle Guo

Nankai University

Ralph Edwards
Xin Jin

Nankai University

Ralph Edwards
Yaqi Wu

SenseTime Research

Ralph Edwards
Jimmy S. Ren

SenseTime Research

Ralph Edwards
Dafeng Zhang

Samsung Research China

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