Home
Company
Product
Regulation
China
Data
Exhibition
Interview
中文版
Home
Company
Product
Regulation
China
Data
Exhibition
Interview
中文版
Search

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.


References:
[1] 一种基于图像识别的电子烟烟雾检测方法及系统
Also Read:
[1] ITC Terminates Certain Claims in Patent Infringement Investigation
[2] VOOPOO Technology Limited: E-Cigarette Temperature Control System Patent
[3] Itsuwa's New Patent: "E-cigarette" with Various Flavor Pods
[4] FDA Warns of More Addictive 6-Methyl Nicotine, Patents Owned by Several Chinese Companies
[5] Shunho Stock Confirms Patent Authorization for Synthetic Nicotine Composition

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

China Tobacco Regulation Shift：Policy Updates and Market Impact
China Tobacco Regulation Shift：Policy Updates and Market Impact
Ispire Q4 Revenue Rebounds 33% but Full-Year Sales Still Fall 25% as FY2027 Focus Shifts to Malaysia Manufacturing, ODM, Nicotine Pouches and Age Verification
Ispire Q4 Revenue Rebounds 33% but Full-Year Sales Still Fall 25% as FY2027 Focus Shifts to Malaysia Manufacturing, ODM, Nicotine Pouches and Age Verification
Ispire Technology reported FY2026 revenue of about $96 million, down 24.7% year over year, as U.S. cannabis-vapor hardware and European e-cigarette sales declined by $17.4 million and $12.7 million, respectively. Fourth-quarter revenue rose 32.5% to $26.7 million, while quarterly gross margin fell to 6.3%. For FY2027, the company is prioritizing Malaysia manufacturing and vapor ODM while continuing to develop nicotine pouches, IKE Tech age-verification technology and G-Mesh licensing. Ispire has not separately disclosed the revenue or profit contribution of those newer businesses.
Regulations
Sep.17 by 2Firsts Perspectives
From a 2017 Launch to 48% of South Korea’s Heated Tobacco Market, KT&G Looks Back on a Decade of lil
From a 2017 Launch to 48% of South Korea’s Heated Tobacco Market, KT&G Looks Back on a Decade of lil
KT&G announced on Aug. 13, 2026, that it has opened “lil Archive,” a brand exhibition space in Seoul showcasing the evolution, technology platforms and future direction of its heated tobacco brand lil since its launch in 2017. KT&G said lil now spans three major platforms — lil SOLID, lil HYBRID and lil AIBLE — with more than 30 dedicated consumables, and held a 48% share of South Korea's heated tobacco market in the second quarter of 2026. The opening comes as lil enters its 10th year, with KT&G continuing to position the brand for expansion beyond its domestic market.
Aug.14
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
Inside Nicotine-Pouch M&A Through Imperial's Yoik Deal: Latham, KPMG, PwC, Goldman Sachs and Morgan Stanley Form the Adviser Lineup
Inside Nicotine-Pouch M&A Through Imperial's Yoik Deal: Latham, KPMG, PwC, Goldman Sachs and Morgan Stanley Form the Adviser Lineup
Imperial Brands' acquisition of Swedish Helwit owner Yoik Group AB has highlighted the professional-services firms supporting cross-border oral nicotine M&A. Latham & Watkins and KPMG advised Imperial, while PwC and TM & Partners advised Yoik. KPMG also appeared on Imperial's acquisition of Black Buffalo earlier in 2026, while PwC played an extensive role in KT&G's acquisition of Swedish nicotine-pouch company Another Snus Factory. Imperial's public disclosures put the global modern oral nicotine delivery market at approximately £8.8 billion in retail sales and 23.5 billion pouches in 2024
Sep.20
Switzerland Tightens Vape Checks as Only 3 of 32 Tested Products Meet New Tobacco Rules
Switzerland Tightens Vape Checks as Only 3 of 32 Tested Products Meet New Tobacco Rules
According to Swiss media outlet Blick, local authorities are strengthening compliance checks on vape products, nicotine pouches and other tobacco-related products following the implementation of Switzerland’s revised Tobacco Products Act. A Basel laboratory tested 32 disposable vapes and e-liquids, with only three meeting regulatory requirements and 21 products banned from sale. Swiss authorities are also expanding retail inspections, laboratory testing and youth purchase checks to enforce the new tobacco and nicotine product rules.
Aug.12
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
Related Topics
News Regulation
Related Read
Ispire Q4 Revenue Rebounds 33% but Full-Year Sales Still Fall 25% as FY2027 Focus Shifts to Malaysia Manufacturing, ODM, Nicotine Pouches and Age Verification
Ispire Q4 Revenue Rebounds 33% but Full-Year Sales Still Fall 25% as FY2027 Focus Shifts to Malaysia Manufacturing, ODM, Nicotine Pouches and Age Verification
2Firsts Perspectives
From a 2017 Launch to 48% of South Korea’s Heated Tobacco Market, KT&G Looks Back on a Decade of lil
From a 2017 Launch to 48% of South Korea’s Heated Tobacco Market, KT&G Looks Back on a Decade of lil
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
Inside Nicotine-Pouch M&A Through Imperial's Yoik Deal: Latham, KPMG, PwC, Goldman Sachs and Morgan Stanley Form the Adviser Lineup
Inside Nicotine-Pouch M&A Through Imperial's Yoik Deal: Latham, KPMG, PwC, Goldman Sachs and Morgan Stanley Form the Adviser Lineup
Switzerland Tightens Vape Checks as Only 3 of 32 Tested Products Meet New Tobacco Rules
Switzerland Tightens Vape Checks as Only 3 of 32 Tested Products Meet New Tobacco Rules
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
FOLLOW US ON SOCIAL MEDIA
Contact: info@2firsts.com
Stay up to date.
Submit your email to receive weekly newsletter on the most relevant news of the e-cigarette industry.
© 2026 2FIRSTS. All Right Reserved.
2FIRSTS is only accessible to industry practitioners, researchers, media and other professionals. Access by minors is prohibited.
This website provides services to users outside the Chinese mainland.
English
English
中文