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

UK Vape Tax Countdown: Retailer Vape HQ Estimates 100ml E-liquid Prices Could Rise From £12.99 to £39.39, While Pod Kits Increase Less Than 10%
UK Vape Tax Countdown: Retailer Vape HQ Estimates 100ml E-liquid Prices Could Rise From £12.99 to £39.39, While Pod Kits Increase Less Than 10%
The UK’s Vaping Products Duty (VPD), scheduled to take effect in October 2026, is prompting retailers to assess how different vape categories may be affected. UK retailer Vape HQ has estimated potential price changes under the new volume-based tax system, showing that 100ml shortfill e-liquids could see prices rise from around £12.99 to £39.39, a 203% increase, while 2ml prefilled pod vape kits could rise from £5.99 to £6.52, an increase of about 9%. The estimates highlight how a volume-based tax structure creates uneven cost impacts across product categories.
Aug.19
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
As FDA Reshapes PMTA Reviews and ENDS Enforcement Priorities, CTP Acting Director Bret Koplow to Keynote NATO Event for a Retail Network of 66,000-Plus Stores
As FDA Reshapes PMTA Reviews and ENDS Enforcement Priorities, CTP Acting Director Bret Koplow to Keynote NATO Event for a Retail Network of 66,000-Plus Stores
Bret Koplow, acting director of the U.S. Food and Drug Administration's Center for Tobacco Products, will deliver a keynote and participate in a fireside chat at the National Association of Tobacco Outlets' Sept. 29-30 conference in Washington. His appearance comes months after the FDA moved to accelerate PMTA reviews and introduced a more differentiated enforcement policy for certain unauthorized ENDS and oral nicotine pouch products. The agency also plans a public list identifying manufacturers and products it does not currently intend to prioritize for enforcement under the May guidance. NATO says its membership includes more than 66,000 retail stores, making product-status transparency and enforcement boundaries directly relevant to the retail sector.
Aug.14
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
Product | Philip Morris Japan Launches Ginza-Exclusive IQOS ILUMA i PRIME, Limited to 1,814 Units at First Global Flagship
Product | Philip Morris Japan Launches Ginza-Exclusive IQOS ILUMA i PRIME, Limited to 1,814 Units at First Global Flagship
Philip Morris Japan (PMJ) launched the IQOS ILUMA i PRIME Ginza Limited Model Set in Tokyo on September 4, 2026, alongside the opening of IQOS Flagship Ginza, the brand’s first global flagship store. The Oasis Blue edition is limited to 1,814 individually numbered units, with the figure derived from the store’s address at Ginza 1-8-14. The set also includes two Yamanaka-nuri glasses and special packaging, priced at JPY 11,980 and sold exclusively at the Ginza flagship.
Sep.07
Product | JTI Philippines Expands Nordic Spirit Nicotine Pouch Portfolio With Dark Pop and Red Frost
Product | JTI Philippines Expands Nordic Spirit Nicotine Pouch Portfolio With Dark Pop and Red Frost
JTI Philippines has expanded the Nordic Spirit nicotine pouch portfolio in the Philippines with two new variants, Dark Pop and Red Frost. Both products maintain the brand’s tobacco-free nicotine pouch positioning, with Dark Pop featuring a fizzy cola profile with citrus and sweet notes, while Red Frost combines cool mint with sweet red berry flavors. The two variants are now available through Philippine online retail channels.
Aug.18