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

Malaysia Liquid Nicotine Returns to Poisons List, Leaving Vape Retail and RM354 Million Tax Collection in Legal Uncertainty
Malaysia Liquid Nicotine Returns to Poisons List, Leaving Vape Retail and RM354 Million Tax Collection in Legal Uncertainty
Malaysia’s withdrawal of its appeal in a landmark liquid-nicotine case has left a High Court ruling that struck down the 2023 nicotine exemption in force, bringing liquid and gel nicotine used in vaping products back under the Poisons Act 1952. At the same time, the Control of Smoking Products for Public Health Act 2024 continues to provide a regulatory framework for vaping products, creating uncertainty over retail sales, taxation and existing inventory. MPs are calling for nicotine vape sales and excise collection to stop, including refunds of more than RM354 million collected since 2023, while industry and consumer groups are asking the government to clarify the current legal position.
Sep.04
Product | OXVA Launches ONEO Pro in France, Upgrading Its Open-Pod Platform
Product | OXVA Launches ONEO Pro in France, Upgrading Its Open-Pod Platform
Vape brand OXVA has introduced the ONEO Pro, a refillable open-pod system that entered the French market in July 2026. The device features a 2,100mAh battery, up to 40W output, a 4ml refillable cartridge, multiple coil options and a 0.96-inch color TFT display. The launch reflects continued performance upgrades within the refillable open-pod segment, with brands adding higher capacity, adjustable output and smarter device interaction.
Aug.03
South Korea Constitutional Court Upholds Volume-Based E-Liquid Tax, With Challenged Rates at KRW 370 and KRW 628 per Milliliter
South Korea Constitutional Court Upholds Volume-Based E-Liquid Tax, With Challenged Rates at KRW 370 and KRW 628 per Milliliter
South Korea's Constitutional Court has upheld fixed taxes on nicotine-containing e-cigarette liquids based on solution volume, ruling that challenged provisions imposing KRW 370 per milliliter in individual consumption tax and KRW 628 per milliliter in tobacco consumption tax do not violate the Constitution. The cases stemmed from historical disputes involving importers that reported nicotine as being extracted from tobacco stems rather than leaves. South Korea has since broadened its tobacco definition to include synthetic nicotine, while current tax laws provide reduced rates for certain products not derived from tobacco.
Sep.18
BAT’s Velo Study Finds 61% of Nicotine Users Feel More Comfortable Expressing Themselves When Others Do the Same
BAT’s Velo Study Finds 61% of Nicotine Users Feel More Comfortable Expressing Themselves When Others Do the Same
British American Tobacco’s (BAT) nicotine pouch brand Velo has released a global consumer study and launched its “Echoes of Tomorrowland” campaign with electronic music festival brand Tomorrowland. The research surveyed 2,009 nicotine users across the UK, Spain, Pakistan, Poland and Austria. Velo said 61% of respondents feel more comfortable expressing themselves when they see others doing the same, while 39% said building meaningful connections becomes harder with age. The campaign reflects how nicotine pouch brands are increasingly using music, communities and lifestyle marketing to build consumer engagement.
Aug.10
As Regulators Focus on Nicotine Pouch Child Safety, Safeguard Pursues an External Packaging Route
As Regulators Focus on Nicotine Pouch Child Safety, Safeguard Pursues an External Packaging Route
As regulators pay closer attention to child safety in nicotine pouches, manufacturers face a practical challenge: how to strengthen child-resistant packaging without unnecessarily reworking products, production lines and regulatory submissions already in place. In a written interview with 2Firsts, Chemular detailed Safeguard’s external packaging approach, its customer-specific testing requirements and possible PMTA pathways. The model remains early-stage, but it offers a new way to think about an increasingly important regulatory and manufacturing issue.
Industry Insight
Sep.19
Iowa Enforces Vape Registry Law as Retailers Warn Product Limits Could Increase Store Pressure
Iowa Enforces Vape Registry Law as Retailers Warn Product Limits Could Increase Store Pressure
Iowa has begun enforcing its vape registry law, requiring vape products to be registered before they can be legally sold in the state. The move follows a decision by the U.S. Court of Appeals for the Eighth Circuit to lift an injunction that had blocked enforcement. Retailers have warned that tighter product availability rules could increase pressure on vape shops. One Iowa retailer said that if only a limited number of products remain available, many stores could face significant business challenges.
Aug.06