Patent for Image Recognition-Based E-cigarette Smoke Detection Method

Aug.23.2024
Patent for Image Recognition-Based E-cigarette Smoke Detection Method
IJOY applies for a patent for an image-based e-cigarette smoke detection method and system in Shenzhen, China.

According to information from Tianyancha, Shenzhen iJoy Technology Co., Ltd. (IJOY) has applied for a patent for a method and system for detecting e-cigarette smoke based on image recognition. The application number is CN202410896905.5, the application date is July 5, 2024, and the publication date is August 2, 2024.

Patent for Image Recognition-Based E-cigarette Smoke Detection Method
A method and system for e-cigarette smoke detection based on image recognition" patent application status | Image source: Tianyancha


According to its patent abstract,


This invention discloses a method and system for detecting e-cigarette smoke based on image recognition, which involves the field of image processing technology. The e-cigarette smoke detection system based on image recognition includes: an image rough recognition module, an image enhancement module, and an image precise recognition module. By using the residual frame stacking method to extract the smoke image to be recognized, combined with the dual recognition process of the smoke rough recognition model and smoke precise recognition model, the invention can effectively improve the accuracy of e-cigarette smoke recognition. The smoke rough recognition model quickly filters out images that may contain smoke, while the smoke precise recognition model further improves the accuracy of recognition. This step-by-step processing method significantly enhances recognition efficiency. It can continuously capture frames of real-time monitoring videos and automatically identify e-cigarette smoke, enabling real-time monitoring and automatic identification of e-cigarette use in public places, effectively reducing the resource consumption of manual monitoring.


We welcome news tips, article submissions, interview requests, or comments on this piece.

Please contact us at info@2firsts.com, or reach out to Alan Zhao, CEO of 2Firsts, on LinkedIn


Notice

1.  This article is intended solely for professional research purposes related to industry, technology, and policy. Any references to brands or products are made purely for objective description and do not constitute any form of endorsement, recommendation, or promotion by 2Firsts.

2.  The use of nicotine-containing products — including, but not limited to, cigarettes, e-cigarettes, nicotine pouchand heated tobacco products — carries significant health risks. Users are responsible for complying with all applicable laws and regulations in their respective jurisdictions.

3.  This article is not intended to serve as the basis for any investment decisions or financial advice. 2Firsts assumes no direct or indirect liability for any inaccuracies or errors in the content.

4.  Access to this article is strictly prohibited for individuals below the legal age in their jurisdiction.

 

Copyright

 

This article is either an original work created by 2Firsts or a reproduction from third-party sources with proper attribution. All copyrights and usage rights belong to 2Firsts or the original content provider. Unauthorized reproduction, distribution, or any other form of unauthorized use by any individual or organization is strictly prohibited. Violators will be held legally accountable.

For copyright-related inquiries, please contact: info@2firsts.com

 

AI Assistance Disclaimer

 

This article may have been enhanced using AI tools to improve translation and editorial efficiency. However, due to technical limitations, inaccuracies may occur. Readers are encouraged to refer to the cited sources for the most accurate information.

We welcome any corrections or feedback. Please contact us at: info@2firsts.com

Product | BAT Expands VELO Travellers’ Collection With Mexico, Spain and Sweden Summer Edition Nicotine Pouches
Product | BAT Expands VELO Travellers’ Collection With Mexico, Spain and Sweden Summer Edition Nicotine Pouches
British American Tobacco (BAT) Global Travel Retail has expanded the VELO Travellers’ Collection with three new Summer Editions: Mexico, Spain and Sweden. Inspired by destination themes, the new nicotine pouch variants are designed for global travel-retail channels. The launch further strengthens VELO’s positioning as a travel-retail exclusive product collection.
Aug.27
Charlie’s Bets on Age-Gating and 678 PMTA Assets as U.S. Vape Enforcement Landscape Shifts
Charlie’s Bets on Age-Gating and 678 PMTA Assets as U.S. Vape Enforcement Landscape Shifts
Charlie’s Holdings said in its latest shareholder letter that it is moving to commercialize PACHA products and monetize its PMTA assets as the FDA changes enforcement priorities for unauthorized ENDS products. Thirty PACHA SKUs were previously tentatively identified for a proposed public list of products that the FDA generally does not intend to prioritize for enforcement. Charlie’s is also preparing test-market sales of age-gated flavored disposables and says it currently holds 678 PMTA-related product assets while seeking additional strategic transactions and partnerships.
Sep.11
PMI Q2 Revenue Rises 10.4% as IQOS and VEEV Expand, U.S. ZYN Growth Slows
PMI Q2 Revenue Rises 10.4% as IQOS and VEEV Expand, U.S. ZYN Growth Slows
Philip Morris International’s second-quarter net revenues rose 10.4% to a record $11.19 billion, as heated tobacco and e-vapor expanded across international markets. IQOS remained the main smoke-free growth engine, while VEEV shipments jumped 55.1%. In the United States, however, ZYN shipments increased just 1.8% and consumer offtake was broadly flat to slightly higher. Cigarette volumes also rose, showing that PMI’s transformation is advancing, but growth is becoming increasingly uneven across categories and markets.
PMI
Jul.22
U.S. Appeals Court Says BAT Must Face Class Action Over Cigarette Labels
U.S. Appeals Court Says BAT Must Face Class Action Over Cigarette Labels
A U.S. appeals court ruled that British American Tobacco (BAT) must continue facing a consumer class action lawsuit over cigarette labels. The ruling allows the case to proceed but does not determine that BAT violated the law or is liable for damages. The case highlights ongoing legal risks facing major tobacco companies related to product labeling, consumer disclosures and product liability claims.
Jul.31
DOJ Trade Fraud Task Force Tops $1 Billion in Cases, Putting Vape Supply Chains at Risk of Fraud Enforcement
DOJ Trade Fraud Task Force Tops $1 Billion in Cases, Putting Vape Supply Chains at Risk of Fraud Enforcement
According to the U.S. Department of Justice (DOJ), Fox News and other reports, the DOJ’s Trade Fraud Task Force (TFTF) has been linked to more than $1 billion in recoveries, penalties, forfeitures and publicly charged losses in less than one year. The task force focuses on trade fraud issues including country-of-origin fraud, illegal transshipment, false declarations and tariff evasion. While vape products are not the main source of the $1 billion figure, the industry’s reliance on global manufacturing and cross-border supply chains places it within broader U.S. trade enforcement scrutiny. The development suggests that U.S. oversight of cross-border vape products may increasingly extend beyond product authorization into import compliance, supply-chain transparency and corporate accountability.
Jul.23
UK HMRC Urges Public to Report Suspicious Vape Shops in Crackdown on Tax Fraud, Money Laundering and Illicit Tobacco Sales
UK HMRC Urges Public to Report Suspicious Vape Shops in Crackdown on Tax Fraud, Money Laundering and Illicit Tobacco Sales
HM Revenue & Customs is urging members of the public to report vape shops, barber shops and other high-street businesses suspected of tax fraud, money laundering or other illegal activity, with informants not required to provide personal details. HMRC plans more than 30,000 interventions in 2026-27 targeting tax fraud, organised crime and illicit activity, including the sale of illegal vapes and tobacco. The push forms part of a broader UK effort to tackle organised crime on high streets, backed by a £30 million government enforcement programme.
Regulations
Aug.17 by 2Firsts Perspectives