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

Malaysian Sabah GOF seizes e-cigarettes, vapes and e-liquids worth over  USD 156,333 in seven-district operation
Malaysian Sabah GOF seizes e-cigarettes, vapes and e-liquids worth over USD 156,333 in seven-district operation
In Sabah, Malaysia’s General Operations Force (GOF) seized thousands of e-cigarette devices, vapes and e-liquids worth more than RM635,000 and detained 23 people during a simultaneous integrated operation across seven districts.
Jan.19 by 2FIRSTS.ai
Malaysia moves ahead with vape sales ban plan; PMI urges Japan-style differentiated excise taxes
Malaysia moves ahead with vape sales ban plan; PMI urges Japan-style differentiated excise taxes
Malaysia plans to implement a ban or restrictions on e-cigarettes and vaping products as early as mid-2026 and no later than year-end. The head of Philip Morris Malaysia and Singapore said the government should look to Japan’s approach of regulating and taxing different tobacco and nicotine products differently, warning that an outright ban could push demand into illicit channels.
Feb.02
Product | Claiming “U.S.-Made E-Liquid” and “80,000 Puffs,” VOOPOO Launches NAVI×Cyph 80K
Product | Claiming “U.S.-Made E-Liquid” and “80,000 Puffs,” VOOPOO Launches NAVI×Cyph 80K
VOOPOO’s website shows the company has introduced the NAVI×Cyph Kit 80K, an open-system, refillable vaping kit claimed to deliver up to 80,000 puffs. The device features a 1,500mAh battery with USB Type-C charging and comes in 12 flavors. A promotional image posted on VOOPOO’s official Instagram account includes the phrase “E-LIQUID BUILT IN THE USA.”
Feb.10 by 2FIRSTS.ai
TGA Sets 2026–2027 Compliance Principles, Flags Vaping Goods as a 2026 Priority
TGA Sets 2026–2027 Compliance Principles, Flags Vaping Goods as a 2026 Priority
The Therapeutic Goods Administration (TGA) has released its Compliance Principles for 2026 and 2027.Among 12 therapeutic goods categories identified for priority compliance and enforcement activity, TGA includes vaping goods, and it plans a further review of these priorities in March 2026.
Jan.23 by 2FIRSTS.ai
Mexico to impose an absolute ban on the commercialization, import and sale of vapes from Jan. 16, 2026
Mexico to impose an absolute ban on the commercialization, import and sale of vapes from Jan. 16, 2026
Mexico will enforce an absolute ban on the commercialization, import and sale of vapes and e-cigarettes from January 16, 2026, under a reform published in the Official Journal of the Federation (DOF) amending the General Health Law.
Jan.16 by 2FIRSTS.ai
Oklahoma DOC to allow inmates to buy nicotine vapes and pouches in 2026
Oklahoma DOC to allow inmates to buy nicotine vapes and pouches in 2026
Oklahoma’s Department of Corrections says it will begin allowing inmates to buy single-use nicotine vapes and nicotine pouches through prison canteens in 2026, framing the move as a strategy to reduce contraband-driven debts and prison violence. Officials say inmates will be barred from using personal nicotine products, the devices will be disposable and non-cartridge-based, and the program will be self-funded through inmate purchases rather than taxpayer money.
Feb.05 by 2FIRSTS.ai