Call for Papers

Topics

In healthcare and medicine, an immense amount of data is being generated by distributed sensors and cameras. The availability of data from medical devices and digital record systems greatly increased the potential of automated diagnosis. Note that medical imaging data may include 2D images, image volumes, and 3D geometric data (e.g., point cloud) etc.

We invite both types of submissions for oral and poster presentations during the workshop.

Topics include (but are not limited to):

  • Medical visual question and answering

  • Generating diagnostic reports from medical images

  • Embedding medical knowledge in computer vision systems

  • Multimodal medical image analysis

  • Medical image registration

  • Organ and lesion segmentation/detection

  • Knowledge transfer under various clinical environments

  • Image classification with MRI/CT/PET

  • Medical image enhancement/denoising

  • Learning robust medical image representation with noisy annotation

  • Un-/semi-/weakly- supervised medical image analysis

  • Predicting clinical outcomes from multimodal medical data

  • Anomaly detection in medical images

  • Active learning and life-long learning in medical computer vision


Important Dates

Submissions: September 18, 2022 September 20, 2022 (11:59PM Pacific Time)

Notification: October 1, 2022

Camera-ready: October 5, 2022 (11:59PM Pacific Time)


Submission Guidelines

Publication

Accepted papers will be included in Springer's LNCS proceedings.

Submission

All submissions will be handled electronically via the conference's CMT Website. By submitting a paper, the authors agree to the policies stipulated in this website.

Papers are limited to 14 pages, including figures and tables, in the ACCV style. Additional pages containing only cited references are allowed. Authors should consult Springer's authors' guidelines and use the following templates for the preparation of their papers. Please note that once the paper is accepted, we will ask the authors to prepare the final manuscript in LaTeX.

Example submission paper with detailed instructions

LaTeX/Word Templates (tar)

LaTeX/Word Templates (zip)

Papers that are not properly anonymized, or do not use the template, or have more than 14 pages (excluding references) will be rejected without review.

All papers should be submitted to the CMT website below:

https://cmt3.research.microsoft.com/CVMC2022/Submission/Index

Submission Requirements

The maximum size of the abstract is 4000 characters.

The paper must be PDF only (maximum 20MB). Make sure your paper meets the formatting and anonymity requirements described above.

The supplementary material can be either PDF or ZIP only (maximum 50MB).

The authors may optionally submit code and/or additional material that was ready at the time of paper could not be included due to constraints of format or space. The authors should refer to the contents of the material appropriately in the paper. Reviewers will be encouraged to look at it, but are not obligated.

Supplementary material may include videos, proofs, additional figures or tables, more detailed analysis of experiments presented in the paper, code. It may not include results on additional datasets, results obtained with an improved version of the method (e.g., following additional parameter tuning or training). Papers with supplementary materials violating the guidelines may be summarily rejected.

Double blind review

As with ACCV 2022, the review will also use double lind review, in that authors do not know the names of the area chairs/reviewers of their papers, and the area chairs/reviewers cannot, beyond reasonable doubt, infer the names of the authors from the submission and the additional material. 

By submitting a manuscript to ACCV, authors acknowledge that it has not been previously published or accepted for publication in substantially similar form in any peer-reviewed venue including journal, conference or workshop, or archival forum.

Attendance Responsibilities

The authors agree that if the paper is accepted, at least one of the authors will register for the conference and present the paper there.