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

Former FDA Scientist Questions ZYN Review Over Pouch Material and Microplastic Risk
Former FDA Scientist Questions ZYN Review Over Pouch Material and Microplastic Risk
A former FDA toxicologist has questioned whether the agency fully assessed the material used in ZYN nicotine pouches before authorizing them for sale, raising concerns over possible microplastic exposure, according to STAT and The Examination.
Jul.16
Product | PMI Introduces VEEV inPrime, Bringing an Induction Vaporization Platform to the Next Generation of the VEEV Portfolio
Product | PMI Introduces VEEV inPrime, Bringing an Induction Vaporization Platform to the Next Generation of the VEEV Portfolio
Philip Morris International (PMI) has introduced VEEV inPrime, the next-generation closed-system vape platform featuring the new AdvanceVape Induction System™. Alongside the new induction platform, PMI has redesigned the pods, e-liquid formulations and user interaction experience. According to PMI and official IQOS websites, VEEV inPrime began a phased European rollout between May and June 2026, with products now available in Greece, Estonia, the United Kingdom and Italy.
Jul.14
China’s Zhengzhou Tobacco Research Institute develops end-to-end heated tobacco analysis to trace aerosol compound origins
China’s Zhengzhou Tobacco Research Institute develops end-to-end heated tobacco analysis to trace aerosol compound origins
The Zhengzhou Tobacco Research Institute of China National Tobacco Corporation has filed a patent application for an end-to-end method to analyze the migration and transformation of chemical compounds in heated tobacco products. Using GC-Orbitrap/MS non-targeted analysis, the method compares tobacco substrate and aerosol samples to distinguish compounds transferred directly from the substrate from those newly formed during heating, while also calculating transfer rates. In an example involving nine heated tobacco products, the patent identified 17 newly formed thermal decomposition compounds and 38 transferred compounds.
Aug.13
2Firsts Hosts U.S. Market Mid-Year Briefing: Companies Need to Reassess Product and Market-Access Strategies
2Firsts Hosts U.S. Market Mid-Year Briefing: Companies Need to Reassess Product and Market-Access Strategies
2Firsts held its 2026 U.S. Market Compliance and Development Mid-Year Briefing in Shenzhen, China, on July 28. The discussion examined how state-level requirements, proposed foreign-establishment registration rules and expanding supply-chain responsibilities are changing product and investment decisions in the U.S. tobacco and nicotine market.
Jul.29
Japan’s Heated Tobacco Tax Changes Reshape Consumer Choices, Survey Reveals Impact of Price and Income
Japan’s Heated Tobacco Tax Changes Reshape Consumer Choices, Survey Reveals Impact of Price and Income
A consumer survey by Japanese heated tobacco information platform RELAZO found that rising tobacco prices and planned heated tobacco tax changes may influence smoking decisions among Japanese consumers. The survey covered 49,879 men and women aged 20 to 69 nationwide. It found that around 40% of respondents cumulatively indicated they may consider quitting when a pack reaches ¥600 (approximately US$4.1), while nearly 90% expressed potential quitting intentions at a ¥1,000 (approximately US$6.8) price level. The survey also found significant differences by income level, with lower-income respondents showing greater sensitivity to price increases.
Jul.24
Japan’s Heated Tobacco Tax Reform Drives Price Increase as JT Raises All Ploom Sticks by ¥40
Japan’s Heated Tobacco Tax Reform Drives Price Increase as JT Raises All Ploom Sticks by ¥40
Japan Tobacco Inc. (JT) has applied to Japan’s finance minister for approval to revise retail prices of its Ploom heated tobacco sticks following planned changes to the heated tobacco tax system from October 1, 2026. If approved, all 31 Ploom stick products will increase by ¥40. After the adjustment, EVO products will cost ¥620 per 20-stick pack, MEVIUS products ¥590 and CAMEL products ¥570. JT said the price revision is intended to respond to tax changes while maintaining product quality and brand value. The tax reform is expected to narrow the tax gap between combustible cigarettes and heated tobacco products, potentially reshaping pricing strategies in Japan’s heated tobacco market.
Jul.22