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

Putin Signs Russia’s Tobacco and Nicotine Product Licensing Law, Banning Unlicensed Sales From 2027
Putin Signs Russia’s Tobacco and Nicotine Product Licensing Law, Banning Unlicensed Sales From 2027
Russian President Vladimir Putin has signed a law introducing mandatory licensing for wholesale and retail trade in tobacco and nicotine-containing products, with the system taking effect on October 1, 2026, and unlicensed operations banned from March 1, 2027, while vape and e-liquid retail may also face uncertainty from temporary regional sales-ban powers.
Jul.01
Moscow Police Seize About 65,000 E-Cigarettes Worth More Than RUB 30 Million
Moscow Police Seize About 65,000 E-Cigarettes Worth More Than RUB 30 Million
Russian Interior Ministry spokesperson Irina Volk said on May 6 that police in Moscow seized about 65,000 nicotine-containing products from a man during searches of residential and warehouse premises. The products were valued at about RUB 30 million, or about USD 395,727 based on an exchange rate of USD 1 = RUB 75.81.
May.11 by 2FIRSTS.ai
Illegal Vape Retailers in UK Could Face 12-Month Shutdowns
Illegal Vape Retailers in UK Could Face 12-Month Shutdowns
The UK government plans to expand police and trading standards powers by extending closure orders for shops selling illegal vapes and cigarettes from a maximum of six months to 12 months, in a crackdown on organised crime on high streets.
Jun.12
Haypp Report Shows Nicotine Pouches Gaining Ground as a Vape Alternative in the UK
Haypp Report Shows Nicotine Pouches Gaining Ground as a Vape Alternative in the UK
According to Haypp’s 2026 UK Nicotine Report, nicotine pouches are increasingly replacing both cigarettes and vaping. The UK market grew sharply, with Haypp and Northerner reporting a 60% year‑on‑year sales increase in 2025. Notably, 40% of users adopted pouches to quit vaping, nearly matching the 43% who used them to stop smoking. This indicates pouches are expanding beyond traditional smoking cessation and gaining traction among adults seeking non‑inhalable nicotine alternatives.
Jul.01
2Firsts Data|China Vape Exports Sink to Three-Year April Low After Tax Rebate Ends, Falling to $694 Million
2Firsts Data|China Vape Exports Sink to Three-Year April Low After Tax Rebate Ends, Falling to $694 Million
China’s e-cigarette export value declined to $694 million in April 2026, marking the lowest April level in the past three years. The data is notable because April was the first full month after China removed export VAT rebates for certain e-cigarette products. Compared with April 2025, export value fell 20.9%; compared with April 2024, it was down 22.3%. Month-on-month, exports dropped 23.2% from March 2026.
Special Report
May.23
Imperial Brands Explains What the UK Tobacco and Vapes Act 2026 Means for Retailers
Imperial Brands Explains What the UK Tobacco and Vapes Act 2026 Means for Retailers
Imperial Brands has outlined what the newly approved UK Tobacco and Vapes Act 2026 means for retailers. The legislation received Royal Assent on April 29, 2026, and gives the Government powers to extend tobacco-style regulation to a wider range of products, including vaping products, heated tobacco, nicotine pouches and cigarette papers. Imperial Brands emphasized that most measures will be introduced in phases rather than taking effect immediately.
May.11 by 2FIRSTS.ai