IEEE TPAMI Submission Process

First decisions are slow and review-driven (median about 90 days), and most accepted papers move through one or more major-revision rounds. For a paper that clears the admin and scope checks, the realistic first-decision range is often 3 to 5 months, while edge cases diverge: a thin conference extension or an out-of-scope manuscript can be returned in weeks, and a paper waiting on a hard-to-find reviewer can run longer than the median.

If you want an outside read before you open ScholarOne, use the free manuscript readiness check to test whether the journal contribution clears the conference-extension bar.

Initial Quality Check: format and completeness before routing

The first layer is administrative but still decisive. The TPAMI admin checklist verifies authorship and contributor information, conflict-of-interest and funding declarations, ethics and consent statements where human data are involved, an originality and plagiarism check, and the IEEE Transactions two-column format and page limit, along with any required source files. A manuscript can look finished in ScholarOne and still be weak if the abstract, introduction, and contribution list do not make the journal-scale advance visible before an Associate Editor reads it.

Editorial Assignment: routing to an Associate Editor by topic

TPAMI uses Associate-Editor routing rather than a single central screen. The Editor-in-Chief assigns the manuscript to an AE whose expertise matches the topic, and the title, abstract, and keywords drive that routing. A paper framed too broadly, or framed as image processing or medical imaging when it belongs to a sister journal, can be routed to the wrong reader or returned as out of scope.

Peer Review: AE-managed expert assessment

Manuscripts that clear the admin and scope checks move to expert reviewers selected by the Associate Editor. TPAMI uses single-blind peer review managed through the IEEE Computer Society Review Speed Feedback System, and reviewers assess not only correctness but whether the methodology, ablation, comparison, and analysis justify a full journal paper rather than a conference-length result.

Final Decision: the journal bar stays live after reports return

Even after review, the decision turns on whether the contribution meets TPAMI's journal standard. A technically correct paper can receive a major revision or a reject if the reports show the journal extension is thin, the ablation is conference-depth, or the contribution overlaps too closely with a prior conference version.

This is where TPAMI differs most from fast-decision journals. There is no quick desk-accept path: after the admin checklist, the Editor-in-Chief routes the manuscript to an Associate Editor, and the AE owns the review from reviewer selection through the recommendation.

At assignment and through review, the implicit questions are:

• is the journal contribution substantially larger than any CVPR, ICCV, or ECCV version it grew from?

• does the ablation, comparison, and analysis package meet the deeper journal standard rather than a conference page budget?

• is the work genuinely in TPAMI's pattern-analysis-and-machine-intelligence scope rather than a sister-journal topic?

Because review is reviewer-paced, a paper can sit Under Review for two to three months without anything being wrong. The signal to watch is the stage, not the wait: movement to Under Review means the scope and extension checks were cleared.

First-round acceptance is uncommon. The normal positive outcome is major revision, and the revised paper usually returns to the same reviewers, who check whether each point was addressed substantively rather than rhetorically. Authors who treat the response letter as a careful, point-by-point engagement, with new experiments where reviewers asked for evidence, move through revision faster than authors who argue.

• Reject (administrative or fast): a return on format, page limit, scope, or a thin conference extension caught before or early in review. Re-route to a sister venue or rebuild the journal contribution.

• Reject after review: the reviewers concluded the contribution does not meet TPAMI's journal bar. Consider a sister IEEE journal or a substantially revised resubmission.

• Major revision: the normal positive outcome. Substantive concerns, usually about ablation depth, comparison currency, or extension scope. Respond point by point with new evidence.

• Minor revision or accept: uncommon on the first round; usually follows a strong major-revision response.

Four recurring patterns slow otherwise-capable TPAMI manuscripts in review:

• A conference paper extended too lightly for the journal. The submission reads as a CVPR, ICCV, or ECCV paper with a few extra figures rather than a substantially larger journal contribution. Reviewers and the AE are specifically asked to judge the extension, and a thin one draws a major revision or reject.
• An ablation and comparison package built to conference depth. The method is sound, but the experimental section does not develop the thorough ablation, sensitivity analysis, and current-baseline comparison that the longer journal format expects.
• Scope drift toward a sister IEEE journal. The contribution is really image processing (TIP), medical imaging (TMI), or multimedia (TMM) framed as pattern analysis, which leads to misrouting or an out-of-scope return.
• A missing reproducibility or source-code commitment. When the contribution depends on a complex pipeline and no code or sufficient detail is offered, reviewers cannot verify the claim, which weakens an otherwise strong paper.

Check whether your TPAMI journal contribution is substantially larger than the conference version →

Check if your ablation and comparison package meets the TPAMI journal depth →

Check whether your manuscript is in TPAMI scope or fits a sister IEEE journal →

This guide tells you what TPAMI editors and reviewers look for across the review; the review tells you whether your paper passes that bar. 60-day money-back guarantee; authors retain all rights and we do not train models on submitted manuscripts.

In our pre-submission review work on IEEE TPAMI submissions, three patterns account for most of the manuscripts that draw a hard major revision or an early return, before the science is ever in question.

The journal contribution is not visibly larger than the conference paper

We repeatedly see TPAMI manuscripts where the abstract, introduction, and contribution list read almost identically to the CVPR or ICCV version, with the new journal content buried in an appendix or a single added experiment. Because the Associate Editor and reviewers are explicitly asked to assess the extension, an advance that is not made explicit up front reads as incremental. The fix we push is to make the new methodology, the new analysis, and the reason the longer format is necessary legible in the abstract and the introduction's contribution list, not only in the supplementary material.

The experimental package is conference-depth, not journal-depth

A related pattern is a sound method paired with an ablation and comparison section sized for an eight-page conference paper: one or two ablations, a baseline set that is a year or two old, and limited sensitivity analysis. TPAMI reviewers expect the longer format to be used, and we treat a thorough ablation, a current comparison set drawn from recent TPAMI and top-conference work, and an honest analysis of failure cases as a journal-bar prerequisite rather than an optional extra.

The contribution drifts toward a sister IEEE journal

The third pattern is a manuscript whose real center of gravity is image processing, medical imaging, or multimedia, framed in pattern-analysis language to target TPAMI's impact factor. An Associate Editor who works in that area recognizes the mismatch immediately, and it leads to a slow routing problem or an out-of-scope return. We push authors to test the contribution honestly against TPAMI's scope and against TIP, TMI, and TMM before submission, because the right venue on the first try saves months.

TPAMI (JIF 18.6, top-tier pattern analysis and machine intelligence) sits among several adjacent venues, and the scope check is partly a routing decision:

• choose a CV conference (CVPR, ICCV, ECCV) if the work is conference-scale and timeliness matters more than the longer journal format

• choose IEEE TIP for image-processing-centered contributions

• choose IEEE TMI for medical-imaging contributions

• stay with TPAMI when the work is a substantial pattern-analysis or machine-intelligence advance developed to full journal depth

Last verified June 2026 against TPAMI's IEEE Computer Society pages and IEEE author guidance. Editorial timing medians shift between updates; treat them as planning ranges and confirm current figures through the IEEE Computer Society Review Speed Feedback System before you submit.