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 | JT Launches Ploom AURA Glacier White in Japan, Expanding the Device Ecosystem Through Color and Accessories
Product | JT Launches Ploom AURA Glacier White in Japan, Expanding the Device Ecosystem Through Color and Accessories
Japan Tobacco Inc. (JT) has introduced the Ploom AURA Glacier White heated tobacco device in Japan, adding a new color option to the existing Ploom AURA lineup. The device maintains the existing SMART HEATFLOW technology and HEAT SELECT SYSTEM with four heating modes, while expanding the ecosystem through new accessories including front panels, back covers, a car holder and wireless charging covers. The product entered pre-sale in Japan on June 30, 2026, followed by broader retail availability from July 7.
Aug.03
Germany Plans Tobacco Tax Hike, With Cigarette Prices Nearing €12 Per Pack by 2030
Germany Plans Tobacco Tax Hike, With Cigarette Prices Nearing €12 Per Pack by 2030
Germany plans to raise tobacco taxes over the coming years, potentially pushing the average price of a 20-cigarette pack to about €11.78 by 2030. The proposal also covers fine-cut tobacco, cigars, pipe tobacco and e-cigarette liquids.
Jul.14
Japan Health Ministry Cites Limited Evidence in Decision Not to Tighten Heated Tobacco Rules
Japan Health Ministry Cites Limited Evidence in Decision Not to Tighten Heated Tobacco Rules
Japan’s health ministry has proposed not tightening regulations on heated tobacco products to the same level as cigarettes as part of a review of passive smoking measures, with an expert panel broadly agreeing with the proposal, Jiji Press reported.
Jul.10
How Large Is France’s Off-Channel Tobacco Market? Logista Says It Has Become Structural, While the Official Estimate Is 17.7% and Some Industry Studies Put It Above 50%
How Large Is France’s Off-Channel Tobacco Market? Logista Says It Has Become Structural, While the Official Estimate Is 17.7% and Some Industry Studies Put It Above 50%
Logista France says tobacco consumption outside France’s official tobacconist network has become a large and structural market phenomenon, but official and industry estimates differ sharply. France’s TAFE study estimates that 17.7% of tobacco consumption escaped domestic taxation in 2023, with most of that volume attributed to cross-border purchasing rather than street sales. Some industry studies use broader off-channel definitions and put the figure above 50%. Meanwhile, French Customs seized 547.94 tonnes of tobacco in 2025, up 12%, showing continued pressure from illicit trade.
Sep.04
Philip Morris Romania Expands IQOS Boutique Network to 120 Locations With Retail 2.0 Store
Philip Morris Romania Expands IQOS Boutique Network to 120 Locations With Retail 2.0 Store
Philip Morris Romania has opened IQOS Boutique Victoriei in Bucharest, expanding the country’s IQOS retail network to 120 points of sale and advancing a Retail 2.0 concept that combines design, technology, interactive art and urban culture.
PMI
Jul.13
Product | JNR Launches Shisha Hookah 70K E-Hookah With 60ml E-Liquid and 0.6% Nicotine
Product | JNR Launches Shisha Hookah 70K E-Hookah With 60ml E-Liquid and 0.6% Nicotine
JNR has introduced the Shisha Hookah 70K, a high-capacity rechargeable disposable vape designed around a hookah-inspired experience. The device comes prefilled with 60ml of e-liquid at 6mg/ml (0.6%) nicotine strength, alongside a 1,000mAh rechargeable battery and a 0.38Ω single mesh coil. It also features adjustable airflow and battery and e-liquid level displays. JNR claims the device can deliver up to 70,000 puffs and offers more than 20 flavors. Retail listings for the product have appeared in markets including Tunisia.
Market
Aug.24 by 2Firsts Perspectives