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

BAT Adds Former Apple General Counsel Bruce Sewell to Board as Finance, Legal, Marketing and Regional Leadership Shift
BAT Adds Former Apple General Counsel Bruce Sewell to Board as Finance, Legal, Marketing and Regional Leadership Shift
British American Tobacco has appointed former Apple Senior Vice President, General Counsel and Secretary Bruce Sewell as an independent non-executive director, effective January 1, 2027. He will also join BAT's Audit and Nominations Committees. BAT Chair Luc Jobin highlighted Sewell's experience in technology, government and regulatory affairs, public-company governance and AI-company boards. Over the past 18 months, BAT has changed or announced changes to its CFO, general counsel, CMO and APMEA regional leadership, while the main board has also seen multiple changes. The appointment comes as BAT advances Horizon 2030 and its Fit2Win transformation while expanding New Categories and reshaping parts of its digital, technology and operating structure.
Business
Oct.29
PMI Pushes Smoke-Free Business in Latin America as Argentina Lifts Heated Tobacco Ban, Mexico City Share Tops 7%
PMI Pushes Smoke-Free Business in Latin America as Argentina Lifts Heated Tobacco Ban, Mexico City Share Tops 7%
Philip Morris International (PMI) showcased IQOS heated tobacco systems and nicotine pouch products at Technovation 2026 in Buenos Aires on October 7–8, presenting research on consumer attitudes, regulatory developments and illicit cigarette trade across Latin America. PMI Chief Global Growth Officer Stefano Volpetti said smoke-free products accounted for more than 7% of the Mexico City market. Argentina repealed its heated tobacco ban in May 2026 and introduced registration requirements for tobacco and nicotine products, while local media reported nicotine pouch sales in Mendoza. A PMI-commissioned survey found that only 8% of respondents across four Latin American countries were familiar with nicotine pouches. A separate KPMG study estimated illicit cigarette consumption at 77 billion sticks across 11 markets in Latin America and Canada in 2025.
PMI
Oct.13
JUUL Purchasers Ask Ninth Circuit to Preserve Antitrust Classes in Case Over Altria’s $12.8 Billion Investment
JUUL Purchasers Ask Ninth Circuit to Preserve Antitrust Classes in Case Over Altria’s $12.8 Billion Investment
Private antitrust litigation stemming from Altria's 2018 $12.8 billion investment for a 35% economic interest in JUUL is advancing before the U.S. Court of Appeals for the Ninth Circuit. Direct purchasers, indirect purchasers and indirect resellers of JUUL products filed answering briefs this week seeking to preserve class certifications granted by a California federal court in February. Altria and JUUL argue that individual consumers and large distributors differ too much in purchasing terms to remain in a single direct-purchaser class, while a separate dispute concerns whether California antitrust law can apply to indirect purchasers across 27 jurisdictions. A September trial has been put on hold during the appeal.
Sep.23
FDA Revises Import Alert 98-07 Rules, Bringing May Enforcement Priorities Into Unauthorized ENDS Detentions
FDA Revises Import Alert 98-07 Rules, Bringing May Enforcement Priorities Into Unauthorized ENDS Detentions
The U.S. Food and Drug Administration has revised the rules under Import Alert 98-07 to incorporate its May 2026 enforcement-priority policy for certain electronic nicotine delivery systems marketed without premarket authorization. The alert continues to allow detention without physical examination, or DWPE, for ENDS lacking required marketing authorization, while directing field divisions to apply the May risk-based framework. When necessary, detention or refusal decisions must also undergo review by the FDA's Center for Tobacco Products. Products including PACHA and Vuse Pro have already emerged as industry examples of the May policy, although enforcement discretion does not constitute FDA marketing authorization.
News
Sep.28 by 2Firsts Perspectives
Wisconsin Vape Directory One Year On: Retailer Reports Four Store Closures and 70% Staff Cuts
Wisconsin Vape Directory One Year On: Retailer Reports Four Store Closures and 70% Staff Cuts
Wisconsin's electronic vaping device directory has been fully enforced for more than a year, and local vape retailers say the reduced range of eligible products has contributed to declining sales, store closures and layoffs. Johnny Vapes owner Ben Hall said he has closed four of seven locations and cut about 70% of his staff. State law bars the sale of vaping devices not listed on the Wisconsin Department of Revenue directory and allows penalties of $1,000 per day for each unlisted device sold or offered for sale. In April 2026, the U.S. Court of Appeals for the Seventh Circuit allowed enforcement of the law to continue.
Regulations
Oct.10
Los Angeles Cracks Down on Illicit Flavored Vapes and Counterfeit Goods: 12 Businesses Searched, 24 Arrested, Eight Truckloads Seized
Los Angeles Cracks Down on Illicit Flavored Vapes and Counterfeit Goods: 12 Businesses Searched, 24 Arrested, Eight Truckloads Seized
Los Angeles authorities searched 12 businesses and arrested 24 people during a multi-agency operation targeting illicit flavored vaping products, flavored cigarettes and counterfeit merchandise on October 22, 2026. The Los Angeles County Sheriff's Department said approximately eight tractor-trailer loads of merchandise were seized. Alleged violations involved flavored tobacco sales restrictions, tobacco licensing requirements and counterfeit trademark laws. Local, state and federal agencies participated. Authorities have not disclosed the number, brands or value of vaping products seized. Investigations remain ongoing.
Enforcement
Oct.28