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

Product | PMI Launches TEREA Black Mint Pearl in Japan, Adding First Capsule Variant to Black Range With Nationwide Rollout From October 19
Product | PMI Launches TEREA Black Mint Pearl in Japan, Adding First Capsule Variant to Black Range With Nationwide Rollout From October 19
Philip Morris Japan (PMJ) launched TEREA Black Mint Pearl on October 15, 2026, introducing the first capsule-equipped heated tobacco stick in the TEREA Black range for IQOS ILUMA devices. The product combines a strong menthol profile with a crushable mint capsule and is priced at ¥640 per 20-stick pack, including tax. Sales began at four IQOS stores and selected retail partners on October 15, with distribution expanding to convenience stores and other tobacco retailers nationwide from October 19. The launch brings Japan's TEREA portfolio to 28 variants, including 21 menthol-related products, or 75% of the range.
product
Oct.16 by 2Firsts Perspectives
Why AIRSCREAM Built its European Production Hub for Regulated Market Growth
Why AIRSCREAM Built its European Production Hub for Regulated Market Growth
AIRSCREAM’s production hub in the Czech Republic brings nicotine pouch manufacturing, e-liquid bottling, product documentation, warehousing and international logistics into one operation, giving brands and commercial partners a practical platform from which to launch, expand and enter new markets.
Market
Sep.16 by 2Firsts Perspectives
Philippines BIR Steps Up Illicit Vape Enforcement Ahead of Christmas Shopping
Philippines BIR Steps Up Illicit Vape Enforcement Ahead of Christmas Shopping
The Philippines’ Bureau of Internal Revenue is intensifying enforcement against illicit vape and tobacco products ahead of the Christmas shopping season, directing regional and enforcement offices to strengthen monitoring of production sites, warehouses, distribution channels and retail outlets. The BIR destroyed 240,550 illicit vape products in August with an estimated tax liability of about PHP1.53 billion. A nationwide tax-compliance operation in July also inspected 3,590 businesses involved in tobacco and vapor products.
Regulations
Sep.17 by 2Firsts Perspectives
EU Tobacco Tax Reform Targets November Push as Sweden Holds Nicotine-Pouch Minimum at €20 per Kilogram
EU Tobacco Tax Reform Targets November Push as Sweden Holds Nicotine-Pouch Minimum at €20 per Kilogram
The Irish presidency of the Council of the European Union is using bilateral talks to push the bloc’s Tobacco Taxation Directive toward a political agreement in November. According to Law360, citing an EU official, Sweden is unwilling to accept a minimum excise threshold above €20 per kilogram for nicotine pouches. Council negotiations have already lowered the European Commission’s original proposal, but a May 2026 presidency compromise still set the minimum at 10% of the tax-inclusive retail price or €30 per kilogram in 2028-29, with higher levels later.
Market
Sep.17 by 2Firsts Perspectives
Reynolds Puts Nearly 183,000 U.S. Contracted Outlets Under Age-Verification Rules, Covering 94% of Volume — Can It Shift an Unauthorized Vape Market?
Reynolds Puts Nearly 183,000 U.S. Contracted Outlets Under Age-Verification Rules, Covering 94% of Volume — Can It Shift an Unauthorized Vape Market?
Reynolds American says nearly 183,000 U.S. retail outlets are under contract, with its Retail Marketing Plan Contract covering about 94% of company volume and requiring point-of-sale age verification. The company combines those contracts with We Card, TruAge, NACS-linked infrastructure and POS integration, while enhanced Vuse Pro retail rules add ID scanning, purchase limits and stronger underage-sales accountability. The initial Vuse Pro rollout targets about 50,000 stores. The system is taking shape as unauthorized vapor products remain dominant in parts of the U.S. market: a 2026 study estimated they accounted for 69.4% of tracked brick-and-mortar e-cigarette dollar sales in December 2025.
Special Report
Oct.15
Germany's Four-Year Tobacco Tax Plan Heads to Parliament as BAT, JTI and PMI Push for Changes
Germany's Four-Year Tobacco Tax Plan Heads to Parliament as BAT, JTI and PMI Push for Changes
Germany's parliament is scheduled to hold a first reading of amendments to the Tobacco Tax Act on September 24. The government plans annual tax increases from 2027 through 2030 covering cigarettes, heated tobacco, vaping liquids and other categories. It expects the reform to generate €756 million in additional revenue in 2027, rising to €3.589 billion in additional annual revenue by 2030. Ahead of the parliamentary debate, the German Association of the Tobacco Industry and Novel Products, or BVTE, launched the "Tabaksteuer mit Augenmaß" campaign backed by BAT, JTI, Philip Morris, Reemtsma and wholesale and retail groups.
Sep.23