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

Smoke-Free Business Hits 42% of Q2 Net Revenue as PMI’s First TNFD Report Covers Single-Use Electronics, Critical Raw Materials and IQOS Repairs
Smoke-Free Business Hits 42% of Q2 Net Revenue as PMI’s First TNFD Report Covers Single-Use Electronics, Critical Raw Materials and IQOS Repairs
Philip Morris International has published its first report aligned with the Taskforce on Nature-related Financial Disclosures, bringing its electronics supply chain and the use and end-of-life stages of smoke-free devices and consumables into its nature-related assessment. PMI said its smoke-free business accounted for about 42% of total net revenues in the second quarter of 2026. The report says non-circular electronic products, particularly single-use items, can increase consumption of limited natural resources and also details an IQOS repair pilot. A 2040 circularity scenario tests assumptions including a 50% reduction in product waste-related costs, 10% raw-material savings and a 25% substitution rate for refurbished products versus new products.
Sep.23
China Tobacco Supply-Chain Leader Huabao’s Three-Way Transformation Takes Hold as Overseas Revenue Jumps 216%, Non-Flavor Businesses Reach 42.2% and the Company Expands Into Global Next-Generation Tobacco Supply Chains
China Tobacco Supply-Chain Leader Huabao’s Three-Way Transformation Takes Hold as Overseas Revenue Jumps 216%, Non-Flavor Businesses Reach 42.2% and the Company Expands Into Global Next-Generation Tobacco Supply Chains
Huabao’s H1 2026 results show the company advancing across three connected fronts: international expansion, entry into next-generation tobacco supply chains and diversification beyond its traditional tobacco-related base. Overseas revenue rose 216.08% to CNY 96.02 million, while non-flavor businesses reached 42.2% of total revenue. Huabao also said it had entered the supply chains of leading global tobacco customers, as its nutrition, food ingredient, fragrance and personal-care businesses gained ground in Europe, Southeast Asia, Australia and New Zealand. However, adjusted net profit increased only 2.78%, and next-generation tobacco revenue was not separately disclosed, showing that the transformation is reshaping revenue and customer exposure but has yet to translate fully into underlying earnings.
Aug.28
Product | JT to Launch MEVIUS Tropical Option in Japan, Expanding Ploom Tobacco Stick Lineup to 32
Product | JT to Launch MEVIUS Tropical Option in Japan, Expanding Ploom Tobacco Stick Lineup to 32
Japan Tobacco (JT) will launch MEVIUS Tropical Option, a new tobacco stick for Ploom, nationwide in Japan from October 6, 2026. The capsule-format product combines mango-oriented sweetness with menthol cooling, adding a tropical flavor to the MEVIUS Ploom tobacco-stick lineup for the first time. Each pack contains 20 sticks and will launch at JPY 590. The product is compatible with all Ploom devices, and its addition will expand the Ploom tobacco-stick portfolio to 32 variants.
Sep.08
IVG Parent Secures HMRC Excise Warehouse and Duty Stamp Approvals Ahead of UK Vape Tax
IVG Parent Secures HMRC Excise Warehouse and Duty Stamp Approvals Ahead of UK Vape Tax
Acme Vape Ltd, the company behind UK vaping brand IVG, has received HM Revenue & Customs approval to operate an excise warehouse for vaping products and participate in the Vaping Duty Stamps Scheme. The UK's Vaping Products Duty will take effect on October 1, 2026, at a flat rate of £2.20 per 10ml of vaping liquid. Acme Vape Ltd says its approved warehouse in Preston will become operational under the new regime on the same date.
Regulations
Sep.18 by 2Firsts Perspectives
Zhang Xiaotang Appointed Deputy Director of China’s Tobacco Regulator, Adding Another Finance-Background Official to Top Leadership
Zhang Xiaotang Appointed Deputy Director of China’s Tobacco Regulator, Adding Another Finance-Background Official to Top Leadership
China’s State Council has appointed Zhang Xiaotang as deputy director of the State Tobacco Monopoly Administration, with the regulator’s official website now listing him as a Party leadership group member and deputy director. Zhang previously led Hebei China Tobacco and earlier headed the STMA’s finance and audit department. His appointment follows the elevation earlier this year of former tax official Yao Laiying to head the STMA, adding another senior official with a strong fiscal or financial-management background to China Tobacco’s top leadership in 2026.
News
Sep.20
China’s Zhengzhou Tobacco Research Institute develops end-to-end heated tobacco analysis to trace aerosol compound origins
China’s Zhengzhou Tobacco Research Institute develops end-to-end heated tobacco analysis to trace aerosol compound origins
The Zhengzhou Tobacco Research Institute of China National Tobacco Corporation has filed a patent application for an end-to-end method to analyze the migration and transformation of chemical compounds in heated tobacco products. Using GC-Orbitrap/MS non-targeted analysis, the method compares tobacco substrate and aerosol samples to distinguish compounds transferred directly from the substrate from those newly formed during heating, while also calculating transfer rates. In an example involving nine heated tobacco products, the patent identified 17 newly formed thermal decomposition compounds and 38 transferred compounds.
Aug.13