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

Japan to Raise Heated Tobacco Prices From April; BAT Japan Keeps Prices Unchanged for 38 glo Tobacco Stick Products
Japan to Raise Heated Tobacco Prices From April; BAT Japan Keeps Prices Unchanged for 38 glo Tobacco Stick Products
Japan will implement price increases centered on heated tobacco products from April 1, 2026, following a tobacco tax hike. BAT Japan has decided to keep current prices unchanged for 38 glo-compatible tobacco stick products across the Velo, neo, Lucky Strike, and Kent lines.
Mar.30 by 2FIRSTS.ai
FDA Filing Shows RIF Notices for 229 CTP Employees Were Largely Rescinded
FDA Filing Shows RIF Notices for 229 CTP Employees Were Largely Rescinded
A court declaration signed by FDA official Melanie M. Keller on March 24, 2026 detailed the status of previously issued reduction-in-force notices affecting employees at the Center for Tobacco Products (CTP).
Apr.01 by 2FIRSTS.ai
Revised Tobacco Business Act to Take Effect in South Korea, Banning Online Sales of Liquid Vapes
Revised Tobacco Business Act to Take Effect in South Korea, Banning Online Sales of Liquid Vapes
South Korea’s Ministry of Health and Welfare will implement a partial revision of the Tobacco Business Act on April 24. The scope will expand from products made with “tobacco leaves” to all products manufactured with natural or synthetic nicotine. Synthetic nicotine liquid e-cigarettes, which had previously been treated as industrial products and were freely sold and advertised online, will from April 24 be subject to the same regulations as ordinary tobacco products.
Apr.23 by 2FIRSTS.ai
Pennsylvania to Publish Vape Manufacturer Directory by June 20
Pennsylvania to Publish Vape Manufacturer Directory by June 20
Now that Act 57 of 2025 is in effect, every manufacturer of nicotine-containing electronic cigarettes sold or offered for retail sale in Pennsylvania must be certified by the Pennsylvania Office of the Attorney General.
Apr.10 by 2FIRSTS.ai
Spain’s Nicotine Pouch Sales Reached 5 Million Cans in 2025, Industry Says 2026 Could Hit 8 Million
Spain’s Nicotine Pouch Sales Reached 5 Million Cans in 2025, Industry Says 2026 Could Hit 8 Million
Spain’s Nicotine Pouch Association said nicotine pouch sales in Spain reached 5 million cans of 20 units in 2025 and are expected to rise 60% to 8 million in 2026. The group said there are currently 20 to 30 brands on the Spanish market and called for regulation proportionate to product risk. It also opposed a proposal to reduce nicotine content to 0.99 mg per pouch, saying it would amount to a de facto ban on the category.
Mar.19 by 2FIRSTS.ai
Pennsylvania Lawmaker Seeks to Keep Vape Shops Away From Schools
Pennsylvania Lawmaker Seeks to Keep Vape Shops Away From Schools
A Pennsylvania lawmaker is seeking legislation that would require newly licensed vape shops to be located at least 1,000 feet away from K-12 schools in the state. The proposal was put forward by State Representative Chris Pielli.
Mar.11 by 2FIRSTS.ai