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

PMI’s ZYN Launches Loyalty Platform in Mexico, Tapping World Cup Viewing Scenes for Nicotine Pouch Marketing
PMI’s ZYN Launches Loyalty Platform in Mexico, Tapping World Cup Viewing Scenes for Nicotine Pouch Marketing
PMI’s nicotine pouch brand ZYN has launched the ZYN Club loyalty platform in Mexico and introduced ZYN Live Stadium viewing experiences around football matches, showing how nicotine pouch brands are using rewards, limited benefits and offline consumption settings to reach adult consumers.
Jun.29
Product | APUS Launches Chloe 50K, Bringing Purse-Inspired Design to the U.S. High-Puff Disposable Market
Product | APUS Launches Chloe 50K, Bringing Purse-Inspired Design to the U.S. High-Puff Disposable Market
APUS has introduced the Chloe 50K disposable vape, which has appeared across U.S.-facing online retail channels including Element Vape and Vapesourcing. The device combines a purse-inspired body and chain attachment with a 20ml e-liquid capacity, 1,250mAh rechargeable battery, dual mesh coil, and battery and e-liquid indicators. It is rated for up to 50,000 puffs. The product does not appear on the FDA’s current list of authorized e-cigarettes, and U.S. retail availability does not indicate FDA marketing authorization.
Jul.15
FDA 2025 NYTS: Youth E-Cigarette Use Declines but Unauthorized Disposables Remain Prominent; Nicotine Pouch Use Stays Low
FDA 2025 NYTS: Youth E-Cigarette Use Declines but Unauthorized Disposables Remain Prominent; Nicotine Pouch Use Stays Low
The U.S. Food and Drug Administration (FDA) released its 2025 National Youth Tobacco Survey analysis, saying about 2.01 million U.S. middle and high school students currently used any tobacco product; among current youth e-cigarette users, unauthorized disposable brands including Geek Bar, Elf Bar, Lost Mary and Raz had high reported shares, potentially making them a focus for future enforcement.
Jun.24
ZYN ULTRA Expands Haypp’s U.S. E-Commerce Lineup With 9 mg Pouches
ZYN ULTRA Expands Haypp’s U.S. E-Commerce Lineup With 9 mg Pouches
Haypp Group said ZYN ULTRA became available nationwide in the United States on June 15 through its e-commerce platforms Nicokick.com and Northerner.com for verified adult nicotine consumers.
Jun.17
Changing Assumptions in U.S. Cigar Consumption: 2Firsts Interviews Cigar Educator Mechelle Merkerson
Changing Assumptions in U.S. Cigar Consumption: 2Firsts Interviews Cigar Educator Mechelle Merkerson
U.S. premium cigar culture is shifting toward education, broader choice and deeper links to craftsmanship and origin, cigar educator Mechelle Merkerson told 2Firsts. She sees boutique brands, women consumers and production-region experiences making knowledge central to cigar participation. For global brands, retailers and emerging markets such as China, education may help turn curiosity into sustained engagement.
Special Report
Jul.06
Special Report|South Korean Lawmaker Queries China Tobacco Regulator Over Synthetic Nicotine as Export-Rule Gaps Emerge
Special Report|South Korean Lawmaker Queries China Tobacco Regulator Over Synthetic Nicotine as Export-Rule Gaps Emerge
A South Korean lawmaker has asked China’s tobacco regulator to clarify rules for e-cigarettes containing synthetic nicotine amid questions over product declarations and possible tax losses. The dispute exposes gaps between Chinese export requirements and destination-market rules, while underscoring the global impact of China’s licensing and traceability policies.
Jul.10