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

WHO’s First Global Report on Nicotine Pouches: Harm Reduction Questions Remain Amid Global Regulatory Warning
WHO’s First Global Report on Nicotine Pouches: Harm Reduction Questions Remain Amid Global Regulatory Warning
Ahead of World No Tobacco Day 2026, WHO released its first global report on nicotine pouches, warning that rapid market growth, youth-oriented marketing and weak regulation are converging. 2Firsts views the report as an important warning, but not a complete risk assessment, with harm-reduction questions still unresolved.
Special Report
May.17
BAT Restructuring to Affect 9,000 Roles as Tobacco Group Pushes Cost Cuts and AI
BAT Restructuring to Affect 9,000 Roles as Tobacco Group Pushes Cost Cuts and AI
British American Tobacco (BAT) plans to cut about 5,500 jobs globally and shift around 3,500 roles to strategic partners by the end of 2026, affecting about 9,000 roles in total, as the company seeks to simplify operations, strengthen technology capabilities and deliver £600 million in annual savings by 2028.
BAT
Jun.29
Malaysian Tobacco Control Groups Call for Annual 5% Tobacco Tax Hike
Malaysian Tobacco Control Groups Call for Annual 5% Tobacco Tax Hike
According to The Star and The Edge Malaysia, tobacco control groups in Malaysia have urged the government to raise tobacco taxes by at least 5% annually, saying the measure could reduce smoking rates and fund public health and social programmes.
News
May.26
U.S. FDA: Youth E-Cigarette Prevention Campaign Prevented About 444,000 Initiations and Reduced Illegal Vape Sales
U.S. FDA: Youth E-Cigarette Prevention Campaign Prevented About 444,000 Initiations and Reduced Illegal Vape Sales
The U.S. Food and Drug Administration (FDA) said its youth e-cigarette prevention campaign, “The Real Cost,” prevented about 444,000 U.S. youth from starting e-cigarette use between 2023 and 2024 and blocked more than $42 million in unauthorized e-cigarette sales that would have been used by youth.
Market
Jun.25
Special Report|U.S.-Facing Retailer Lists RELX Creator Pro 15K: A Chinese Brand Signal Under FDA’s Lower-Priority Enforcement Window
Special Report|U.S.-Facing Retailer Lists RELX Creator Pro 15K: A Chinese Brand Signal Under FDA’s Lower-Priority Enforcement Window
Vapesourcing has listed RELX Creator Pro 15K as “Coming Soon” with U.S. warehouse shipping options; while the page does not show that RELX has entered the U.S. market through official channels or that the product has received FDA authorization, the listing suggests that Chinese brand-led ENDS products are becoming a new point of observation as the U.S. market reassesses regulatory risk following the FDA’s updated enforcement-priority policy.
Industry Insight
Jun.11
Vapesourcing Lists RELX Creator Pro 15K as “Coming Soon,” Shows U.S. Warehouse Shipping Options
Vapesourcing Lists RELX Creator Pro 15K as “Coming Soon,” Shows U.S. Warehouse Shipping Options
2Firsts found that U.S.-facing and cross-border vape retailer Vapesourcing has created a product page for the “RELX Creator Pro 15K Disposable Vape Kit 3%,” marked as “Coming Soon.” The page lists U.S. warehouse shipping options, but does not show that the product is currently available for purchase.
Market
Jun.08