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

Exclusive: China Tobacco Launches Locally Made MODEN FREE Nicotine Pouches in Indonesia
Exclusive: China Tobacco Launches Locally Made MODEN FREE Nicotine Pouches in Indonesia
2Firsts exclusively reports that China Tobacco Zhejiang Industrial has launched MODEN FREE nicotine pouches in Indonesia. The locally manufactured product is sold through Sixhill, a next-generation tobacco channel under CFU Group, at about $1.80 per 18-pouch can. The launch moves China Tobacco’s nicotine pouch activity beyond trade-show displays and testing into local production and public retail.
Jul.16
 $20 Million, a Permanent Injunction and Distributor Controls: Posh Deal Tightens Illinois Vape Compliance
$20 Million, a Permanent Injunction and Distributor Controls: Posh Deal Tightens Illinois Vape Compliance
An Illinois court ordered three companies tied to Posh vapes to pay $20 million and permanently restricted the sale, marketing and distribution in Illinois of products lacking required FDA authorization. The consent order also imposes downstream distributor controls, age-verification measures and social-media marketing limits, creating a new state-level compliance benchmark for disposable vape businesses.
Regulations
Aug.05
Tobacco Companies Are Redesigning Nicotine Products. BAT Wins Three Red Dot Awards
Tobacco Companies Are Redesigning Nicotine Products. BAT Wins Three Red Dot Awards
According to BAT and the Red Dot Design Award website, BAT’s glo Hilo Plus, Vuse Pro One Box and Vuse Ultra x McLaren F1 Team Limited Edition received Red Dot recognition in the Product Design 2026 competition.BAT said the awards reflect not only the design quality of the individual products but also the development of design as a core internal capability across industrial design, user experience and sustainability. Red Dot’s product pages describe glo Hilo Plus as a two-part tobacco heater with a pen and charging case, plus a touch-sensitive AMOLED display. Vuse Pro One Box is described as a rechargeable e-cigarette with replaceable pods, USB-C charging and a switchable VapourBoost mode. Vuse Ultra x McLaren F1 Team Limited Edition brings motorsport-inspired design elements into a compact e-cigarette device and includes exchangeable batteries.
Jul.17
Russia Adds Vapes to “Strategic Goods” List, Illegal Cross-Border Trade Faces Up to Five Years in Prison
Russia Adds Vapes to “Strategic Goods” List, Illegal Cross-Border Trade Faces Up to Five Years in Prison
Russia will place e-cigarettes and related nicotine products under its “strategic goods” framework from August 20, 2026. According to TVP World’s report published on August 19, the newly listed items include e-cigarettes, electronic smoking devices, vape liquids and nicotine salts. Individuals who illegally move these products across Russia’s customs border or its state border with other Eurasian Economic Union (EAEU) members could face up to five years in prison if shipment values exceed 100,000 rubles (about €1,000), provided all elements of a criminal offence are established.
Aug.20
UK Councils Seize More Than 1.3 Million Non-Compliant Vapes One Year After Disposable Ban
UK Councils Seize More Than 1.3 Million Non-Compliant Vapes One Year After Disposable Ban
One year after the UK disposable vape ban came into force, local authorities continue to seize illegal and non-compliant vaping products. FOI data compiled by nicotine retailer Northerner shows more than 1.3 million products were seized between June 2025 and May 2026, with Bolton recording the highest number of seizures and Swansea reporting the highest estimated value.
Jul.21
PMI Q2 Revenue Rises 10.4% as IQOS and VEEV Expand, U.S. ZYN Growth Slows
PMI Q2 Revenue Rises 10.4% as IQOS and VEEV Expand, U.S. ZYN Growth Slows
Philip Morris International’s second-quarter net revenues rose 10.4% to a record $11.19 billion, as heated tobacco and e-vapor expanded across international markets. IQOS remained the main smoke-free growth engine, while VEEV shipments jumped 55.1%. In the United States, however, ZYN shipments increased just 1.8% and consumer offtake was broadly flat to slightly higher. Cigarette volumes also rose, showing that PMI’s transformation is advancing, but growth is becoming increasingly uneven across categories and markets.
PMI
Jul.22