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

BAT’s Velo Study Finds 61% of Nicotine Users Feel More Comfortable Expressing Themselves When Others Do the Same
BAT’s Velo Study Finds 61% of Nicotine Users Feel More Comfortable Expressing Themselves When Others Do the Same
British American Tobacco’s (BAT) nicotine pouch brand Velo has released a global consumer study and launched its “Echoes of Tomorrowland” campaign with electronic music festival brand Tomorrowland. The research surveyed 2,009 nicotine users across the UK, Spain, Pakistan, Poland and Austria. Velo said 61% of respondents feel more comfortable expressing themselves when they see others doing the same, while 39% said building meaningful connections becomes harder with age. The campaign reflects how nicotine pouch brands are increasingly using music, communities and lifestyle marketing to build consumer engagement.
Aug.10
Malaysia Nicotine Vape Market Faces Legal Uncertainty Over Tax and Poisons List Ruling
Malaysia Nicotine Vape Market Faces Legal Uncertainty Over Tax and Poisons List Ruling
Malaysia’s Finance Minister Anwar Ibrahim said duties and taxes on nicotine-containing vape products will be determined in line with the Court of Appeal’s ruling on whether liquid or gel nicotine can be exempted from the Poisons List under the Poisons Act 1952, a case that could affect the legal basis for vape taxation, retail sales and future ban policy.
Jun.29
AIR Invests $20 Million in Greentank, Deepening Capital Ties Across the Vape Supply Chain
AIR Invests $20 Million in Greentank, Deepening Capital Ties Across the Vape Supply Chain
Nasdaq-listed AIR Global has invested $20 million in preferred shares of Canadian vaporization technology company Greentank, deepening a partnership established in 2023. AIR gains a board nomination right, access to new technologies, enhanced commercial terms and long-term supply assurances, while retaining an option to increase its stake. Greentank’s Quantum Chip platform powers Crown Switch and forms part of AIR’s planned U.S. PMTA dossier, linking capital investment more closely with product technology, regulatory evidence and supply-chain control.
Special Report
Jul.29
U.S. House Defense Bill Includes Pilot Review of Vapes, Nicotine Pouches and Heated Tobacco for Military Smokers
U.S. House Defense Bill Includes Pilot Review of Vapes, Nicotine Pouches and Heated Tobacco for Military Smokers
On July 23, 2026, the U.S. House of Representatives passed its version of the Fiscal Year 2027 National Defense Authorization Act (NDAA), which includes Section 707 provisions requiring the Department of Defense to evaluate tobacco use and nicotine alternatives among military personnel. The pilot program would examine products including vapes, nicotine pouches and heated tobacco products, primarily among active-duty service members who continue using combustible tobacco. The provision is a policy evaluation effort, not an authorization for military vaping promotion or a ban on vape products.
Jul.28
UK PM Andy Burnham Reshapes Vape Retail Rules as Licensing Could Raise Barriers for New Shops
UK PM Andy Burnham Reshapes Vape Retail Rules as Licensing Could Raise Barriers for New Shops
UK Prime Minister Andy Burnham is pushing a high street reform agenda that could give local authorities greater powers over commercial activity, including vape retail. The reforms could involve expanded planning powers and a potential vape retail licensing system, allowing councils to play a larger role in store locations and market access. The measures are part of the UK’s broader shift toward tighter vape regulation, although no nationwide vape retail restrictions have yet been implemented.
Aug.11
Philip Morris Romania Expands IQOS Boutique Network to 120 Locations With Retail 2.0 Store
Philip Morris Romania Expands IQOS Boutique Network to 120 Locations With Retail 2.0 Store
Philip Morris Romania has opened IQOS Boutique Victoriei in Bucharest, expanding the country’s IQOS retail network to 120 points of sale and advancing a Retail 2.0 concept that combines design, technology, interactive art and urban culture.
PMI
Jul.13