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CVPR 2019 : Computer Vision and Pattern Recognition


Conference Series : Computer Vision and Pattern Recognition
When Jun 15, 2019 - Jun 21, 2019
Where Long Beach, CA
Submission Deadline Nov 16, 2018
Notification Due Mar 2, 2019

Call For Papers

Submission Instructions
All submissions will be handled electronically via the conference's CMT Website. All authors must agree to the policies stipulated below. The submission deadline is November 16th and will not be changed. Supplementary material can be submitted until Friday, November 23rd. Papers are limited to eight pages, including figures and tables, in the CVPR style. Additional pages containing only cited references are allowed. Please refer to the following files for detailed formatting instructions:

Example submission paper with detailed instructions: egpaper_for_review.pdf

LaTeX/Word Templates (tar): cvpr2019AuthorKit.tgz

LaTeX/Word Templates (zip):

A complete paper should be submitted using the above templates, which are blind-submission review-formatted templates. The length should match that intended for final publication. Papers with more than 8 pages (excluding references) will be rejected without review. Note, unlike in previous CVPRs, there will be no page charges.

Conflict Responsibilities: It is the primary author's responsibility to ensure that all authors on their paper have registered their institutional conflicts into CMT. For each author, please enter the domain of his/her current institution (example:; Please enter ONLY ONE institution, except when the author was in more than one institution in the last 12 months (Nov 16, 2017 - Nov 16, 2018). DO NOT enter the domain of email providers such as This institutional conflict information will be used in conjunction with prior authorship conflict information to resolve assignments to both reviewers and area chairs. If a paper is found to have an undeclared or incorrect institutional conflict, the paper may be summarily rejected.

Rebuttal Instructions
After receiving the reviews, authors may optionally submit a rebuttal to address the reviewers' comments, which will be limited to a one page PDF file using the "CVPR 2019 Rebuttal Template" which can be downloaded from this link:

Note that the author rebuttal is optional and, following similar guidelines to previous CVPR conferences, it is meant to provide you with an opportunity to rebut factual errors or to supply additional information requested by the reviewers. It is NOT intended to add new contributions (theorems, algorithms, experiments) that were not included in the original submission and were not requested by the reviewers. You may optionally add a figure, graph or proof to your rebuttal to better illustrate your answer to the reviewers' comments.

Author responses must be no longer than 1 page in length. Overlength responses will simply not be reviewed. This includes responses where the margins and formatting are deemed to have been significantly altered from those laid down by the style guide.

Review Process: By submitting a paper to CVPR, the authors agree to the review process and understand that papers are processed by the Toronto system to match each manuscript to the best possible chairs and reviewers.

Double blind review: CVPR reviewing is double blind, in that authors do not know the names of the area chair/reviewers of their papers, and area chairs/reviewers do not know the names of the authors. Please read Section 1.6 of the example paper egpaper_for_review.pdf for detailed instructions on how to preserve anonymity. Avoid providing information that may identify the authors in the acknowledgments (e.g., co-workers and grant IDs) and in the supplemental material (e.g., titles in the movies, or attached papers). Avoid providing links to websites that identify the authors. Violation of any of these guidelines may lead to rejection without review. If you need to cite a different paper of yours that is being submitted concurrently to CVPR, the authors should (1) cite these papers (preserving anonymity as described in Section 1.6 of the example paper egpaper_for_review.pdf, (2) argue in the body of your paper why your CVPR paper is non trivially different from these concurrent submissions, and (3) include anonymized versions of those papers in the supplemental material.

Plagiarism: Plagiarism is a regular nuisance in publication. Plagiarism consists of appropriating the words or results of another, without credit. Generally, reviewers can recognize plagiarism when they see it; it is unlikely that a reviewer will be uncertain whether plagiarism has occurred. CVPR 2019's policy on plagiarism is to refer suspected cases to the IEEE Intellectual Property office, which has an established mechanism for dealing with plagiarism and wide powers of excluding offending authors from future conferences and from IEEE journals. You can find information on this office, their procedures, and their definitions of five levels of plagiarism at this webpage. We will be actively checking for plagiarism. Furthermore, the paper matching system is quite good. As a result, it regularly happens that a paper containing plagiarized material goes to a reviewer from whom material was plagiarized; experience shows that such reviewers pursue plagiarism cases enthusiastically.

Dual/Double Submissions: By submitting a manuscript to CVPR, 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, workshop, or archival forums. Furthermore, no paper substantially similar in content has been or will be submitted to another conference or workshop during the review period (November 16, 2018 - March 2, 2019). The authors also attest that they did not submit substantially similar submissions to CVPR 2019. Violation of any of these conditions will lead to rejection.

The goals of the dual submission policy are (i) to have exciting new work be published for the first time at CVPR, and (ii) to avoid duplicating the effort of reviewers.

Our policy is based upon the following particular definition of “publication”. A publication, for the purposes of the dual submission policy, is defined to be a written work longer than four pages that was submitted for review by peers for either acceptance or rejection, and, after review, was accepted. In particular, this definition of publication does not depend upon whether such an accepted written work appears in a formal proceedings or whether the organizers declare that such work ``counts as a publication''.

Note that such a definition does not consider an paper as a publication because it cannot be rejected. It also excludes university technical reports which are typically not peer reviewed. However, this definition of publication does include peer-reviewed workshop papers, even if they do not appear in a proceedings, if their length is more than 4 pages including citations. Given this definition, any submission to CVPR should not have substantial overlap with prior publications or other concurrent submissions.

As a rule of thumb, the CVPR submission should contain no more than 20 percent of material from previous publications. Authors are encouraged to contact the Program Chairs about clarifications on borderline cases.

An extended version of a paper submitted to CVPR (with sufficiently new material) can be submitted to a journal anytime after the CVPR's submission deadline (even before a final decision on the paper is sent to the authors). An author submitting an extended version of a CVPR paper to a journal needs to ensure that the paper (a) satisfies all submission requirements of the intended journal and (b) does not violate any copyright with IEEE. Authors may also wish to notify the CVPR Program Chairs of their journal submission.

Note that a Technical Report (departmental,, etc.) that is put up without any form of direct peer-review is NOT considered a publication and is therefore allowed, but should NOT be cited. Likewise, mention of the work under review in a presentation is NOT considered a violation. For further information, please refer to Section 8.2.4.F of the IEEE PSPB Operations Manual.

Many journals have dual submission policies as well. It is our policy that dual submissions, when discovered, will be reported to the other venue to which the submission was sent. In the past, this policy has resulted in dual rejections without review of dual submissions, which is the intention. All authors of a paper found to have been dually submitted will be notified of the rejection, and the reasons. In the past, this policy has led to tensions between authors of such papers, some of whom may not have been aware of the rules.

Publication: All accepted papers will be made publicly available by the Computer Vision Foundation (CVF) two weeks before the conference. Authors wishing to submit a patent understand that the paper's official public disclosure is two weeks before the conference or whenever the authors make it publicly available, whichever is first. The conference considers papers confidential until published two weeks before the conferences, but notes that multiple organizations will have access during the review and production processes, so those seeking patents should discuss filing dates with their IP council. The conference assumes no liability for early disclosures. More information about CVF is available at

Papers submitted to CVPR must not be discussed with the media until they have been officially accepted for publication. Violations of the embargo will result in the paper being removed from the conference and proceedings.

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.

Supplementary Material
Authors may optionally upload supplementary material, which may not fit in the PDF size limit and may include: videos to showcase results/demo of the proposed approach/system, images and other results in addition to the ones in the paper, anonymized related submissions to other conferences and journals, and appendices or technical reports containing extended proofs and mathematical derivations that are not essential to the understanding of the submitted paper. CVPR encourages authors to submit videos using an MP4 codec such as DivX contained in an AVI. Also, please submit a README text file with each video specifying the exact codec used and a URL where the codec can be downloaded.

The authors should refer to the contents of the supplementary material appropriately in the paper. Note that reviewers will be encouraged to look at it, but are not obligated to do so. Please note that:

1) All supplementary material must be self-contained and zipped into a single file. The following formats are allowed: avi, doc, docx, mp4, pdf, wmv. CMT imposes a 100MB limit on the size of this file. Note that you can update the file by uploading a new one (the old one will be deleted and replaced).

2) The paper for review (PDF only) must be submitted first before the supplementary material (PDF or ZIP only) can be submitted.

3) Please make sure that the supplementary material directly supports the paper as submitted prior to the paper deadline. ONLY results generated by the algorithm/approach/system reported in the submitted version are allowed. Material based on improvements subsequent to the paper deadline is not allowed

4) Do not submit a newer version of the paper as supplementary material. A newer version of the paper or portion thereof, with description of an improved algorithm/approach/system or even one spelling or typo correction, is not allowed.

Specific Instructions
1) Paper submission and review site:
Submission Site (bookmark or save this URL!)
Please make sure that your browser has cookies and Javascript enabled.
Please add "" to your list of safe senders (whitelist) to prevent important email announcements from being blocked by spam filters.

2) If you have been invited to review for CVPR 2019:
If you have been invited to review for CVPR 2019, you are already in the system. Please make sure you register ALL your co-authored papers using the same CMT account (attached to same email address) you are using for CVPR 2019 reviewing. If you have not been invited to review for CVPR 2019, you are not in the system. Please sign up as a new user. If you have generated an account and have forgotten your password, just click on "Reset your password". Instructions will be emailed to you.

3) Logging in the first time:
When you log in for the first time, you will be asked to enter your conflict domain information. You will not be able to submit any paper without entering this information. We need to ensure conflict-free reviewing of all papers.

4) Update contact information:
At any time, you can edit your contact information (see item near the top right in the submission site). Don't forget to click the "Update" button to save the edited information. If you wish to change the contact email address, you can modify it via the "Change your Email" box.

5) Enter subject (topic) areas for your paper:
When you submit a paper, you will be asked to specify its associated subject areas. Please note that you only need to indicate one "primary" subject area.

6) Enter Institutional Conflicts
For each author, please enter the domain of his/her current institution (example:; Please enter ONLY ONE institution, except when the author was in more than one institution in the last 12 months (Nov 16, 2017 - Nov 16, 2018). DO NOT enter the domain of email providers such as

7) Paper Number
Once you have registered your paper (i.e. title/authors), you will be assigned a paper number. Insert this into the latex or word template before generating the pdf of your paper for submission. Papers submitted without a number may not be reviewed.

8) Requirements:
The maximum size of the abstract is 4000 characters.
The paper must be PDF only (maximum 30MB).
The supplementary material can be either PDF or ZIP only (maximum 100MB).
If your submission has co-authors, please make sure that you enter their email addresses that correspond exactly to their account names (assuming they have created accounts). This will ensure that your co-authors can see your submission when they log in. Co-authors must also have their conflict domains entered.

Author FAQs
About Submitting Papers
Can we please have an extension on the deadline?
NO. And any incomplete submission or a submission not meeting required criteria will be deleted.

Can we get my quota increased for the size of paper submission from 30 MB to something higher?
NO. We have set hard limits of 30MB (PDF Only) for paper submission and 100MB (PDF or ZIP only) for supplementary materials for submissions for review. As we are expecting many submissions, and as each reviewer is expected to review (on average) about 10 papers, we feel that larger file downloads (and uploads) will tax the system and abilities of reviewers to get to the papers fast enough. Authors should consider adding hi-res images as supplementary material. See Supplementary Material.

How do I delete Supplementary Material from the CMT site?
We have added a feature that allows authors to remove supplementary files. After you log in, in the "Author" console, you'll notice "Upload/Delete File" at the end of the supplementary file name. Click on that, and in the page that appears, you can click on the "Delete" button to remove the supplementary file. (Please note that you will not be able to delete the supplementary file after the supplementary file deadline.)

Can we submit color images with our papers for review?
YES. Reviewers will get the exact pdf file of the paper you submitted, so they can see the color images on the screen. Do be warned though that many reviews still like to read printed papers and not all have access to high-end color printers. Please make sure to comment in the paper to request the reviewers to see the color online copy.

What is CVPR 2019 policy on DUAL SUBMISSIONS?
Please read the dual/double submission paragraph above.

Does a Technical Report (departmental, arXiv, etc.) with publication available online count as a prior publication, and therefore is that work ineligible for review and publication at CVPR 2019?
Please read the dual/double submission paragraph above.

Does a presentation at a departmental seminar during the review period violate the anonymity standard or other CVPR 2019 policy?
NO. Authors must properly anonymize the written submission as per the guidelines. There is no requirement that the material otherwise be kept confidential during the review process.

How do I cite my results reported in open challenges?
To conform with the double blind review policy, you can report results of other challenge participants together with your results in your paper. For your results, however, you should not identify yourself and should not mention your participation in the challenge. Instead present your results referring to the method proposed in your paper and draw conclusions based on the experimental comparison to other results.

Does a document on GitHub or other open repositories counts as a publication, and therefore is ineligible for review and publication at CVPR 2019?
Submissions to GitHub and similar repositories cannot be rejected and are accepted by default before any "review" that can take place on such platforms. Given definitions in the dual/double submission paragraph above, GitHub documents are not publications and won't be treated as such. To preserve anonymity, you should not cite your public codebase. You can say that the code will be made publicly available.

About the Review Process
Is the CVPR 2019 Review Process CONFIDENTIAL?
YES, CVPR 2019 Reviewing is considered confidential. All reviewers are required to keep every manuscript they review as confidential documents and not to share or distribute materials for any reason except to facilitate the reviewing of the submitted work.

Are CVPR 2019 Reviews Double BLIND or Single BLIND?
CVPR reviewing is Double BLIND, in that authors do not know the names of the area chair/reviewers of their papers, and area chairs/reviewers do not know the names of the authors. Please read Section 1.6 of the example paper egpaper_for_review.pdf for detailed instructions on how to preserve anonymity. Avoid providing information that may identify the authors in the acknowledgments (e.g., co-workers and grant IDs) and in the supplemental material (e.g., titles in the movies, or attached papers). Avoid providing links to websites that identify the authors. Violation of any of these guidelines will lead to rejection without review.

Related Resources

CVPR 2023   The IEEE/CVF Conference on Computer Vision and Pattern Recognition
CCVPR 2023   2023 6th International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2023)
CNWC 2023   2023 International Conference on Computer Networks and Wireless Communication (CNWC 2023)
ACM | PRIS 2023   2023 5th International Conference on Pattern Recognition and Intelligent Systems (PRIS 2023)
ICCPR 2023   ACM--2023 12th International Conference on Computing and Pattern Recognition (ICCPR 2023)
DPPR 2023   13th International Conference on Digital Image Processing and Pattern Recognition
CFIMA 2023   2023 3rd International Conference on Frontiers of Intelligent Manufacturing and Automation (CFIMA 2023)
MLDM 2024   20th International Conference on Machine Learning and Data Mining
PRAI--SCI 2023   2023 IEEE the 6th International Conference on Pattern Recognition and Artificial Intelligence (PRAI 2023)--SCI
SPCVA 2023   2023 Asia Conference on Signal Processing, Computer Vision and Applications (SPCVA 2023)