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

Scotland Plans to Remove Business Rates Relief From Vape Shops From 2027
Scotland Plans to Remove Business Rates Relief From Vape Shops From 2027
The Scottish Government plans to remove business rates relief from vape shops from April 1, 2027, saying the measure is intended to ensure vape retailers contribute to the high street and align rates relief with public health commitments, while the impact on convenience stores that sell vaping products remains unclear.
News
Jun.26 by 2Firsts Perspectives
Malaysia Police Plan Saliva Tests at Roadblocks to Detect Synthetic Drugs Mixed Into Vape Liquids
Malaysia Police Plan Saliva Tests at Roadblocks to Detect Synthetic Drugs Mixed Into Vape Liquids
Malaysian police plan to use saliva test kits at roadblocks to detect drivers using synthetic liquid drugs marketed as “Piu Piu” and “Magic Mushroom,” substances that authorities say are mixed into vape liquids and inhaled through e-cigarette devices, raising road-safety concerns and adding pressure on vape regulation.
Jun.29
JT’s Ploom Volumes Rise 43.5% as Cigarettes Anchor Its Transition
JT’s Ploom Volumes Rise 43.5% as Cigarettes Anchor Its Transition
JT’s Ploom heated-tobacco volumes rose 43.5% in the first half of 2026, while combustibles still represented about 97% of its tobacco volume and remained the main earnings base. In Japan, reduced-risk products now account for 48.7% of industry shipments, shifting competition from category adoption towards brand share, pricing and consumer retention. JT’s results offer a revealing case of a traditional tobacco company pursuing a prolonged, dual-track transformation.
JTI
Jul.30
Special Report | Russia, Ukraine and Belarus Launch Fresh Push to Rein in Vaping
Special Report | Russia, Ukraine and Belarus Launch Fresh Push to Rein in Vaping
Russia, Ukraine and Belarus are tightening vape regulation through different tools, from Ukraine’s stronger enforcement push and Belarus’s proposed advertising restrictions to Russia’s new GOST standard and regional sales-ban mechanism. As black-market concerns persist, some Russian experts argue that China’s tightly controlled but legalised model — built around licensing, traceability and taxation — may offer a more effective alternative to blanket prohibition.
Jul.15
Research | Swedish Study Finds Oral Lesions in 79% of Examined Nicotine Pouch Users, With Distinct Tissue Responses
Research | Swedish Study Finds Oral Lesions in 79% of Examined Nicotine Pouch Users, With Distinct Tissue Responses
A new Swedish study found oral mucosal lesions in 79% of examined nicotine pouch users and 89% of tobacco-derived snus users, with different tissue-response patterns between the two categories. For manufacturers and regulators, the findings shift attention toward product formulation, flavouring, pouch materials and local oral exposure, not only whether a product contains tobacco. The study found no higher prevalence of caries or periodontal disease, but it could not establish causality, long-term outcomes or differences between individual products or designs.
Special Report
Jul.27
Illegal Vape Sellers Still Use TikTok and Other Platforms to Drive Sales Despite Australia’s Ad Ban
Illegal Vape Sellers Still Use TikTok and Other Platforms to Drive Sales Despite Australia’s Ad Ban
Illegal vape sellers are still promoting nicotine products on TikTok, Instagram and YouTube despite Australia’s 2024 advertising ban, while illicit tobacco sales are increasingly moving from physical stores to online marketplaces.
Jul.15