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Multimodal LLC v. Princeton Bofei — Object-Recognition Lock Patent | PatSnap
Patent Litigation

Multimodal LLC v. Princeton Bofei — Voluntarily Dismissed in 69 Days

Multimodal LLC filed a patent infringement action in the District of Delaware against Princeton Bofei, Inc. asserting US7045763B2, an object-recognition lock patent. The case closed just 69 days after filing through a voluntary dismissal, with each party bearing its own costs.

Resolution time
69days
69 days — case resolved well below median district court patent litigation duration
Patents asserted
1
US7045763B2 — object-recognition lock technology, Appl. No. US10/186458
Outcome
Voluntary dismissal
Plaintiff filed voluntary dismissal under Rule 41(a)(1)(A)(i); prejudice status not specified in Basis of Termination
Cost ruling
Own costs
Each party to bear its own costs, expenses, and attorneys' fees per the dismissal notice
Published by PatSnap Insights Team · Verified by PatSnap Eureka Data
Case overview

A rapid exit: Multimodal LLC drops infringement claim in 69 days

On June 15, 2023, Multimodal LLC filed a patent infringement action in the United States District Court for the District of Delaware, Case No. 1:23-cv-00657, before Judge Maryellen Noreika. The sole patent asserted was US7045763B2 (Application No. US10/186458), covering object-recognition lock technology. The defendant named was Princeton Bofei, Inc.

The recorded Basis of Termination is Voluntary dismissal. The docket order states that Multimodal LLC, pursuant to Rule 41(a)(1)(A)(i) of the Federal Rules of Civil Procedure, dismissed with prejudice all claims against Princeton Bofei, Inc., with each party to bear its own costs, expenses, and attorneys' fees.

The case closed on August 23, 2023 — only 69 days after filing — suggesting the dispute was resolved or abandoned at a very early procedural stage, before any defendant appearance or answer on the docket. The specific circumstances driving the swift resolution are not disclosed in the available public record.

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Case at a glance
CourtDelaware District Court
JudgeMaryellen Noreika
FiledJune 15, 2023
ClosedAugust 23, 2023
Duration69 days
OutcomeVoluntary dismissal
Verdict causeInfringement Action
BasisVoluntary dismissal
Prior Art Intelligence
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Case timeline

Filing to Voluntary dismissal in 69 days

69 days — case resolved well below median district court patent litigation duration

Case timeline: Complaint filed JUN 15 2023 — 69 days total Horizontal timeline showing the three key events in Multimodal LLC v Princeton Bofei, Inc. from filing to resolution. Source: PACER, Delaware District Court. JUN 15 2023 Complaint filed Pre-trial proceedings AUG 23 2023 Voluntary dismissal 69 DAYS TOTAL
Patent at issue

US7045763B2 — Object-Recognition Lock Technology

Publication No.US7045763B2
Application No.US10/186458
Patent details
ProductObject-recognition lock system
Cited in actionJune 15, 2023
Technical brief · sourced from PatSnap patent database
Patent figurePatent figure
Representative claim (1 of 7 independent)
1. A method for operating an object-recognition lock, comprising: scanning an object for at least one surface texture of the object; generating at least one image signal indicative of the at least one surface texture; comparing the at least one surface texture of the object indicated by the at least one image signal with a reference texture; and actuating the lock if the at least one surface texture of the object matches the reference texture, wherein comparing the at least one surface texture of the object indicated by the at least one image signal with the reference texture comprises comparing the at least one…
Technical background
FIELD OF THE INVENTION The invention generally pertains to locks, and more specifically, to object-recognition locks. BACKGROUND OF THE INVENTION Locks are commonly provided as a security measure, such as to secure the entry doors to houses or other buildings. One type of lock comprises a lock cylinder operatively associated with a bolt that is provided in the door. A key can be inserted into the lock cylinder to actuate the bolt, extending it into the door frame to lock the door, or retracting it from the door fra…
Patent family
11 family members across 5 jurisdictions (US, GB, TW, JP, DE)
PatSnap Eureka · FTO Search Agent
Should you run an FTO analysis against US7045763B2?

Any R&D team or product group working on object-recognition lock systems, vision-based access control, or computer-vision authentication should treat US7045763B2 as a live FTO concern. The patent has never had its claims construed by a court, meaning its scope is undefined — a risk amplified by the fact that Multimodal LLC has already demonstrated willingness to assert it in litigation.

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Official verdict

Official order — verbatim text

Plaintiff Multimodal LLC, pursuant to Rule 41(a)(1)(A)(i) of the Federal Rules of Civil Procedure, hereby provides notice that it dismisses with prejudice all claims by Plaintiff against Defendant Princeton Bofei Inc. Each party shall bear its own costs, expenses, and attorneys’ fees.
Source: PACER Docket, Case 1:23-cv-00657, Delaware District Court

The docket order records a plaintiff-initiated notice of dismissal under Rule 41(a)(1)(A)(i), filed before any defendant answer, with each party to bear its own costs. No merits determination was reached, and the validity and alleged infringement of US7045763B2 were not adjudicated. The recorded Basis of Termination is Voluntary dismissal; the order text characterises the dismissal as with prejudice — the specific terms are otherwise not disclosed in the available record.

PACER case 1:23-cv-00657 · Public docket record Explore in Eureka ↗
Dismissal terms

Voluntary dismissal: what the resolution means for both parties

Legal mechanism

Rule 41(a)(1)(A)(i): unilateral dismissal before defendant answers

Rule 41(a)(1)(A)(i) permits a plaintiff to dismiss an action without a court order by filing a notice before the defendant serves an answer or a motion for summary judgment. No judicial approval is required. The Basis of Termination records this as a Voluntary dismissal. The verdict text styles it as a dismissal with prejudice, though the two characterisations are not reconciled in the available record.

Procedural dismissal
Prejudice status

With prejudice vs. without: the public record is partially unclear

The Basis of Termination records a Voluntary dismissal without specifying prejudice. The docket order text states 'dismisses with prejudice'. A dismissal with prejudice bars Multimodal from refiling the same claims against Princeton Bofei on US7045763B2; a dismissal without prejudice would not. The specific characterisation authoritative for res judicata purposes is not definitively resolved in the available record.

Res judicata risk
Defendant outcome

Princeton Bofei exits without a merits ruling — but at its own cost

No defendant agents or law firm appear on the docket, consistent with an early-stage exit before a responsive pleading. Princeton Bofei faced no adverse judgment on the merits of the infringement claim. Each party bears its own costs and attorneys' fees, meaning Princeton Bofei cannot recover defence costs from the plaintiff. The patent's validity and any infringement allegation remain unlitigated.

No merits adjudication
Commercial implications

US7045763B2 remains in force — enforcement risk not extinguished

Because no court ruled on the validity or infringement of US7045763B2, the patent survives this litigation with its scope undetermined by a court. Companies in the object-recognition lock technology space should note that the patent remains an active enforcement asset in Multimodal's portfolio. If the dismissal is treated as with prejudice, Princeton Bofei's exposure on this specific claim is extinguished; other potential defendants in this space are not covered by that bar.

Patent remains enforceable
Legal analysis based on PACER docket records for case 1:23-cv-00657 and PatSnap Eureka litigation intelligence Search PatSnap Eureka ↗
Parties and representation

Full party and counsel information

RoleNameTypeDetail
PlaintiffMultimodal LLCCompany/Search in Eureka ↗
DefendantPrinceton Bofei, Inc.Company/Search in Eureka ↗
Plaintiff counselJohn C. Phillips , Jr.AttorneyCounsel for Multimodal LLCSearch in Eureka ↗
Plaintiff counselMegan C. HaneyAttorneyCounsel for Multimodal LLCSearch in Eureka ↗
Plaintiff law firmPhillips, McLaughlin & Hall PALaw FirmRepresenting Multimodal LLCSearch in Eureka ↗
Presiding judgeJudge Maryellen NoreikaJudgeDelaware District CourtSearch in Eureka ↗
R&D signals

R&D signals in the object-recognition lock technology space

Forward-looking patent and innovation intelligence derived from Multimodal LLC v. Princeton Bofei and the broader object-recognition access-control technology landscape.

Patent portfolio

Multimodal LLC's assertion footprint beyond US7045763B2

Multimodal LLC's willingness to file in Delaware and assert an object-recognition lock patent suggests an IP enforcement posture. Investigating whether the entity holds continuation, divisional, or related family patents in vision-based authentication or multimodal sensing is critical intelligence for companies in this space before any product launch or licensing discussion.

Enforcement portfolio risk
Technology landscape

Filing trends in vision-based access control and smart lock IP

Object-recognition and computer-vision-based lock systems have seen accelerating patent filings as smart home, industrial IoT, and enterprise security markets expand. Understanding the current density of granted patents and pending applications in this space helps R&D teams identify white space and freedom-to-operate corridors before committing to product architectures.

Filing trend acceleration
Defendant IP posture

Princeton Bofei's patent position in recognition-based lock technology

Princeton Bofei, Inc. appeared as defendant in this action with no counsel on record, suggesting limited prior litigation exposure or a very early-stage resolution. Analysing any patent filings by Princeton Bofei in object-recognition or smart lock technology can clarify whether the company is an inventor-led entrant, a manufacturer, or a distributor in this space.

Competitive IP mapping
White space

Adjacent R&D opportunities near US7045763B2's claim scope

With US7045763B2 covering object-recognition lock mechanisms from an early application date, adjacent claim space in multimodal biometric locking, depth-sensing authentication, and AI-driven access control may represent lower-density filing areas. Teams developing next-generation access control products should map claim adjacency before defining their own IP strategy.

Claim adjacency mapping
Related litigation

Similar object-recognition and computer-vision patent cases in Delaware

Explore related patent infringement actions involving object-recognition, vision-based access control, and smart lock technology filed in the Delaware District Court.

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Multimodal LLC patent enforcement history, Delaware District Court case history, Multimodal LLC's full IP portfolio, and comparable case analysis
Vision-based lock patent casesDelaware early dismissalsRule 41 patent dismissalsAccess control IP disputes
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Strategic implications

What this case signals for the object-recognition lock IP landscape

A 69-day lifecycle before defendant appearance raises questions about enforcement strategy and patent scope worth tracking.

Early exits signal pre-litigation leverage — or portfolio testing

Cases dismissed under Rule 41(a)(1)(A)(i) before any defendant appearance often indicate pre-filing leverage plays, licensing approaches, or portfolio testing. The absence of any defendant counsel on the docket is consistent with a resolution — or withdrawal — before substantive engagement. IP teams monitoring Multimodal LLC should track whether similar filings follow.

Own-costs provision removes fee-shifting deterrent for re-assertion

The each-party-bears-own-costs term means Multimodal faces no fee exposure from this filing. Under Octane Fitness, an exceptional case finding could have shifted fees — but that never arose. This structure leaves Multimodal's cost of assertion low, which is relevant intelligence for other companies potentially within scope of US7045763B2.

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Portfolio continuation riskClaim scope benchmarkingCompetitor FTO exposure
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Frequently asked questions

Multimodal v Princeton — key questions answered

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Track object-recognition lock patent risk before your next product launch

US7045763B2 has never been claim-construed or invalidated by a court. Run an FTO analysis and monitor Multimodal LLC's portfolio to assess your exposure in vision-based access control products.

Disclaimer

This page is compiled from public court dockets and third-party patent and litigation data via PatSnap Eureka, and is provided for general informational purposes only. The information shown — including party names, patent and application numbers, dates, case status, outcomes, and any analysis — may be incomplete, may not reflect the most recent filings or legal status, and may contain errors or omissions. Verify all details against official court records (for example, PACER) and the relevant patent office before relying on them.

Nothing on this page constitutes legal advice or a legal opinion on the validity, infringement, enforceability, or scope of any patent or case, and no attorney‑client relationship is created by its use. Any description of an outcome (such as a dismissal, settlement, or consent judgment) is a general summary, not a legal determination. All patents, trademarks, and company or law‑firm names are the property of their respective owners. PatSnap makes no warranty as to the accuracy or completeness of this content and disclaims, to the fullest extent permitted by law, all liability for reliance on it. For advice on a specific matter, consult qualified legal counsel.

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