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 Tax Reform Threatens JTI Heated Tobacco Growth in 2026
Japan Tax Reform Threatens JTI Heated Tobacco Growth in 2026
Japan’s plan to remove the lower tax rate for heated tobacco products could slow growth in the country’s largest HTP market, JTI’s CFO said. Retail prices may rise by 70 to 100 yen, though the company plans phased increases to soften the impact.
JTI
Feb.15
2Firsts Observation | Element Vape Launches “Made in USA” Section as Product Pages Show “Assembled in USA” and “Made in USA” Labels
2Firsts Observation | Element Vape Launches “Made in USA” Section as Product Pages Show “Assembled in USA” and “Made in USA” Labels
Element Vape, a U.S. online vaping retailer, uses origin labels such as “Made in USA” and “Assembled in USA” across disposable vape product pages and a dedicated collection page, grouping items under “Made in USA Disposable Vapes,” but the platform does not disclose on its public pages the applicable standards or evidentiary basis for these different claims.
Jan.20 by 2FIRSTS.ai
Russia’s Rostov Region Eyes Full Vape Sales Ban, Signals Tighter Tobacco Retail Rules
Russia’s Rostov Region Eyes Full Vape Sales Ban, Signals Tighter Tobacco Retail Rules
Russia’s Rostov region is preparing to pursue a region-wide ban on vape sales and is also signaling support for broader regional powers to tighten tobacco retail rules. A regional lawmaker said the initiative aligns with a State Duma bill that would allow regions to impose vape sales bans—an initiative he said has presidential backing.
Jan.28 by 2FIRSTS.ai
PMI Faces Setback in India: Global Regulatory Fragmentation Complicates Its Smoke-Free Transition
PMI Faces Setback in India: Global Regulatory Fragmentation Complicates Its Smoke-Free Transition
India has reaffirmed its 2019 ban on e-cigarettes and heated tobacco devices, effectively blocking Philip Morris International (PMI) from launching IQOS in the country despite years of lobbying. Together with Taiwan, China’s conditional opening of heated tobacco products, and Japan’s planned 2026 excise tax hikes, these moves highlight increasingly divergent national regulatory pathways—an external uncertainty shaping PMI’s smoke-free growth trajectory.
Feb.12
France drops a vaping clause from the 2026 finance bill after use of Article 49.3
France drops a vaping clause from the 2026 finance bill after use of Article 49.3
A provision in France’s 2026 finance bill intended to regulate vaping products was abandoned after Sébastien Lecornu used Article 49.3 on January 20 to commit the government’s responsibility on the “revenue” section of the state budget.
Jan.21 by 2FIRSTS.ai
U.S. FDA posts TPSAC meeting materials ahead of discussion on ZYN MRTP applications
U.S. FDA posts TPSAC meeting materials ahead of discussion on ZYN MRTP applications
On January 20, 2026, the U.S. Food and Drug Administration (FDA) posted meeting materials ahead of a virtual Tobacco Products Scientific Advisory Committee (TPSAC) meeting scheduled for January 22, 2026, to discuss modified risk tobacco product (MRTP) applications submitted by Swedish Match USA, Inc. for 20 ZYN nicotine pouch products.
Jan.21 by 2FIRSTS.ai