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

As JUUL2 Wins FDA Authorization, Harm Reduction Journal Highlights the Role of Real-World Evidence in Nicotine Product Regulation
As JUUL2 Wins FDA Authorization, Harm Reduction Journal Highlights the Role of Real-World Evidence in Nicotine Product Regulation
A commentary published in the international open-access, peer-reviewed Harm Reduction Journal argues that randomized controlled trials remain central to evaluating smoking cessation efficacy but cannot alone capture real-world uptake, complete switching, longer-term use and population impact of non-combustible nicotine products such as e-cigarettes, heated tobacco and nicotine pouches. The authors frame impact as “reach × efficacy” and call for real-world evidence to complement RCTs. Three days after publication, the FDA authorized three JUUL2 products and highlighted complete switching among adult smokers in explaining its decision, providing a timely regulatory backdrop to the debate.
Sep.08
Product | R.J. Reynolds Launches Four Flavored Vuse Pro Pods for Vuse Alto Devices in U.S.
Product | R.J. Reynolds Launches Four Flavored Vuse Pro Pods for Vuse Alto Devices in U.S.
R.J. Reynolds Vapor Company has introduced Vuse Pro prefilled pods in Peach, Berry, Watermelon and Fresh Mint in selected U.S. states. Vuse’s U.S. website says the pods are intended for use with existing Vuse Alto devices. Each contains 2.0 mL of e-liquid at 5.0% nicotine by weight, uses nicotine salts and is offered in two- and four-pod packs. Reynolds said the rollout includes mandatory ID scanning for every purchase, purchase limits, stronger retailer-accountability requirements and strict age-restricted marketing standards. The four pods have not received marketing authorization from the U.S. Food and Drug Administration.
Sep.10
PMI Expands Its Second Global and First Asian Business Services Hub in the Philippines, Serving 160 Markets and Scaling Up AI Capabilities
PMI Expands Its Second Global and First Asian Business Services Hub in the Philippines, Serving 160 Markets and Scaling Up AI Capabilities
Philip Morris International's PMI Business Solutions Philippines has expanded its global business services hub in Makati and plans to add more than 80 positions. Established in 2021 primarily to provide finance and IT support to about 20 markets, the center now employs 519 professionals delivering roughly 600 services across 160 markets. Its functions now span finance, human resources, IT, commercial operations, data analytics, supply chain and project management. PMI says the hub's next phase will focus on AI-enabled and higher-value work. The company did not disclose the size or investment cost of the expansion.
Sep.24
Snowplus Enters Japan’s FamilyMart Network With Zero-Nicotine NEO Line and Kishidan Campaign
Snowplus Enters Japan’s FamilyMart Network With Zero-Nicotine NEO Line and Kishidan Campaign
Snowplus distributor H&S said the zero-nicotine, zero-tar NEO vaping line will begin rolling out across FamilyMart stores in Japan from September 14, 2026, excluding some locations. The DASH line will also be sold at selected FamilyMart stores in southern Kyushu and Okinawa. Snowplus simultaneously named Japanese rock band Kishidan as a brand ambassador, combining convenience-store distribution with a broader consumer marketing push in Japan.
Sep.15
Philippines Mandates Safety Certification for Nicotine Pouches, Gives Industry 12 Months to Comply
Philippines Mandates Safety Certification for Nicotine Pouches, Gives Industry 12 Months to Comply
The Philippines Department of Trade and Industry has placed nicotine pouches under mandatory product certification through Department Administrative Order No. 26-07, Series of 2026. Nicotine pouches must obtain a Philippine Standard, or PS, license before they can be manufactured, imported, packed, distributed or sold in the country. The regime requires testing for nicotine content, pH and water activity, while packaging must disclose nicotine strength, ingredients, allergens, batch information, the PS certification mark and prescribed health warnings. Existing market participants have a 12-month transition period to comply.
Regulations
Oct.12
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