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

RLX Technology Dropped From FTSE All-World as International Business Reaches 68.5% of Q2 Revenue
RLX Technology Dropped From FTSE All-World as International Business Reaches 68.5% of Q2 Revenue
RLX Technology (NYSE: RLX) has been removed from the FTSE All-World Index, effective September 21. FTSE Russell records show RLX was already part of its global equity index universe by 2022, when its American depositary receipts were classified as China Large Cap securities. Trading volume rose to about 44.77 million shares on September 18, roughly 23 times the previous session's volume. RLX reported RMB1.0105 billion in second-quarter revenue, up 14.8% year over year, with international operations contributing 68.5%. The company also acquired a 51% stake in one of Western Europe's largest distributors of next-generation smoke-free and FMCG products in July.
Sep.22
Special Report | Can Nicotine Be Replaced? 6-MN Is Already on the Market While Key Human Evidence Is Still Missing
Special Report | Can Nicotine Be Replaced? 6-MN Is Already on the Market While Key Human Evidence Is Still Missing
Nicotine analogues such as 6-methylnicotine are already appearing in e-cigarettes and oral pouches, even as key human evidence remains limited. A new Nixodine-S study adds nonclinical data showing differences from nicotine in cytotoxicity and receptor activity, while independent studies point to a more complex toxicological picture. With supply-chain activity growing and FDA seeking clearer authority over nicotine analogues, the industry now faces a larger question: what evidence is needed before these substances can credibly replace nicotine?
SCIENCE
Sep.23
2Firsts Interview | Cigarette Sales Fall as Smokeless Alternatives Gain in U.S. Convenience Stores, NACS Says
2Firsts Interview | Cigarette Sales Fall as Smokeless Alternatives Gain in U.S. Convenience Stores, NACS Says
Ahead of the 2026 NACS Show, 2Firsts interviewed Chris Rapanick, NACS managing director of research, on changes reshaping the U.S. convenience-store tobacco and nicotine market. NACS data show cigarette sales declining while smokeless alternatives, including nicotine pouches, continue to grow. The interview also examines higher OTP margins, shifting backbar space, weaker store traffic, regulatory uncertainty and NACS’ outlook for 2027, offering a retailer-side view of one of the world’s largest nicotine markets.
Interview
Oct.03
Product|AIR Files U.S. PMTA for Crown Switch. Can Greentank's Chip Technology Deliver a Compliance and Competitive Advantage?
Product|AIR Files U.S. PMTA for Crown Switch. Can Greentank's Chip Technology Deliver a Compliance and Competitive Advantage?
AIR Global PLC (NASDAQ: AIIR) announced on November 5, 2026, that it had submitted a Premarket Tobacco Product Application (PMTA) to the U.S. Food and Drug Administration (FDA) for Crown Switch, its rechargeable pod vape platform. First launched in Germany in November 2025, the device uses Quantum Chip atomization technology developed by Canadian vaporization technology company Greentank Innovations. German retail versions feature 2mL prefilled pods containing 18mg/mL nicotine in six flavors, while AIR has separately tested two 5% nicotine formulations intended for U.S. development. AIR invested $20 million in Greentank in July and reported approximately $3.4 million in U.S. PMTA-related regulatory costs for the first nine months of 2026. The Crown Switch application has been submitted, but the FDA has not granted marketing authorization.
product
Nov.13
Russia's Vape Ban Decisions Reach 17 Regions With 39 More Considering Laws, Putting Over 3,000 St. Petersburg Retail Outlets in Focus
Russia's Vape Ban Decisions Reach 17 Regions With 39 More Considering Laws, Putting Over 3,000 St. Petersburg Retail Outlets in Focus
Russia's regional vape retail restrictions are expanding. State Duma Speaker Vyacheslav Volodin said on November 7 that 17 regions had adopted decisions to ban vape sales, while another 39 were preparing or considering similar legislation. On November 12, lawmakers in Leningrad Oblast and the Republic of Karelia adopted bans scheduled to begin on March 1, 2027. A day earlier, St. Petersburg unanimously approved a five-year ban proposal in its first reading. The city has 615 specialist vape shops and more than 2,400 other retail outlets selling vaping products alongside other goods. Under Federal Law No. 186-FZ, enacted in June 2026, Russian regions may prohibit retail sales of electronic nicotine delivery systems and related liquids between March 2027 and March 2032. The legislation also restricts licensed suppliers from delivering covered products to retail premises in regions where bans apply.
Regulations
Nov.13
AIR Global Starts Debt Refinancing Four Months After Nasdaq Listing With About $400 Million Notes Expected
AIR Global Starts Debt Refinancing Four Months After Nasdaq Listing With About $400 Million Notes Expected
AIR Limited, a wholly owned subsidiary of AIR Global, has launched an offering of U.S. dollar-denominated senior unsecured notes, with proceeds primarily intended to repay its existing term loan and revolving credit facility. AIR has not disclosed the final size, maturity or coupon; Refinitiv, citing Moody's, reported an expected issuance of approximately $400 million and a Ba3 rating. AIR had about $412.4 million outstanding under the two bank facilities at June 30 and net debt of $344.8 million. In the first half of 2026, AIR's Al Fakher-led flavored shisha molasses business generated about 99% of company revenue, while New Growth Categories including Crown Switch produced $2.2 million in revenue and remained loss-making on an adjusted EBITDA basis.
Sep.23