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

FDA Authorizes JUUL2, Cites Adult Switching Amid Efforts to Speed PMTA Reviews
FDA Authorizes JUUL2, Cites Adult Switching Amid Efforts to Speed PMTA Reviews
The FDA authorized the JUUL2 device and tobacco- and menthol-flavored pods on Aug. 28, bringing the number of authorized e-cigarette products to 48. The agency highlighted complete switching among adult smokers, with six-week switching rates reaching 28.4%–49.3% for the menthol pod. The decision comes as FDA works to speed PMTA reviews, reduce application backlogs and expand authorized e-cigarette and nicotine-pouch products while maintaining enforcement priorities for unauthorized products.
Regulations
Aug.29
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
PMI Global R&D Chief Meets Chinese Tobacco Regulator as China Advances Heated Cigarette Standards
PMI Global R&D Chief Meets Chinese Tobacco Regulator as China Advances Heated Cigarette Standards
Philip Morris International’s global R&D chief Michele Cattoni met Liu Sanjiang, deputy director of China’s State Tobacco Monopoly Administration, in Beijing on Aug. 27. The meeting comes as China advances mandatory standards for heated cigarettes and nicotine pouches, laying groundwork for their domestic introduction. Cattoni has held senior roles in PMI’s heated tobacco development, while China’s draft standard covers multiple heating architectures, including systems similar in principle to PMI’s IQOS ILUMA technology.
Aug.27
BAT Calls for Retailer Input in Future Nicotine Regulations
BAT Calls for Retailer Input in Future Nicotine Regulations
British American Tobacco (BAT) has called for stronger retailer involvement in shaping future nicotine product regulations in the UK, arguing that frontline market feedback should be considered during policy development. BAT said retailers provide direct insight into consumer behavior, market changes and regulatory implementation challenges. The comments come as the UK nicotine market undergoes regulatory changes, including the disposable vape ban, Vaping Products Duty and efforts to address illicit vape sales.
Jul.29
Product | JTI Launches Ploom AURA Teal Electric Pop in South Korea, Its First Dual-Color Edition
Product | JTI Launches Ploom AURA Teal Electric Pop in South Korea, Its First Dual-Color Edition
JTI Korea launched the Ploom AURA Teal Electric Pop limited edition in South Korea on September 1, 2026, marking the first dual-color design in the Ploom AURA range. The device combines a dark green body with teal accents and is accompanied by matching Front Panel, Back Cover and Pocket Bag accessories. The standalone device is priced at KRW 29,000, with three additional device-and-accessory bundles available. The release continues JTI Korea's use of limited colorways and interchangeable accessories to expand the Ploom AURA portfolio without introducing a new hardware platform.
Sep.03
Product | FOGER Introduces Switch Pro 30K Nixodine Pod in U.S. Retail, Bringing 6-MN Related Formulation to High-Capacity Pod Platform
Product | FOGER Introduces Switch Pro 30K Nixodine Pod in U.S. Retail, Bringing 6-MN Related Formulation to High-Capacity Pod Platform
FOGER has introduced the Switch Pro 30K Nixodine Pod in U.S. retail channels, bringing a 6-methylnicotine (6-MN)-related formulation into its reusable Switch Pro 30K pod ecosystem. The product retains the existing reusable dock and magnetic replacement pod architecture, featuring a 19ml prefilled pod, dual-mesh heating and Normal/Boost modes. The Nixodine version is labeled nicotine-free in terms of conventional nicotine but uses a 5% Nixodine-related formulation. The product has appeared in U.S. retail and wholesale channels, with some listings indicating Kentucky-only availability.
Aug.28