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

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
After Apple Business Decline, South Korea’s ITM Semiconductor Expands KT&G Vape Supply Chain as Vape Revenue Rises 24.8%
After Apple Business Decline, South Korea’s ITM Semiconductor Expands KT&G Vape Supply Chain as Vape Revenue Rises 24.8%
South Korean electronics component supplier ITM Semiconductor is reshaping its business portfolio after a decline in Apple-related protection circuit business, expanding its supply of vape devices and cartridges to KT&G. According to News1 on August 18, 2026, ITM’s vape-related revenue rose 24.8% year on year to 75.5 billion won in the first half of 2026. The company began mass production of vape devices at its Cikarang, Indonesia facility in January 2026, strengthening export manufacturing capacity. Meanwhile, Samsung-related protection circuit sales continued to grow, providing support during the transition.
Aug.20
2Firsts Hosts U.S. Market Mid-Year Briefing: Companies Need to Reassess Product and Market-Access Strategies
2Firsts Hosts U.S. Market Mid-Year Briefing: Companies Need to Reassess Product and Market-Access Strategies
2Firsts held its 2026 U.S. Market Compliance and Development Mid-Year Briefing in Shenzhen, China, on July 28. The discussion examined how state-level requirements, proposed foreign-establishment registration rules and expanding supply-chain responsibilities are changing product and investment decisions in the U.S. tobacco and nicotine market.
Jul.29
Product | OLIVEBAR Launches RAZ PRO 85K, Combining Up to 85,000 Puffs With a Transparent Pod Design
Product | OLIVEBAR Launches RAZ PRO 85K, Combining Up to 85,000 Puffs With a Transparent Pod Design
OLIVEBAR has introduced the RAZ PRO 85K disposable vape, featuring up to 85,000 puffs, a transparent e-liquid pod, and a Mega HD display. As competition in the ultra-high-puff disposable segment continues to intensify, the new device reflects an industry shift from simply increasing puff counts toward enhancing visual interaction and user experience.
Jul.03
Special Report | China Opens Draft Mandatory Heated Cigarette Standard for Comment, Multiple Heating Technologies Remain in Scope
Special Report | China Opens Draft Mandatory Heated Cigarette Standard for Comment, Multiple Heating Technologies Remain in Scope
China’s State Tobacco Monopoly Administration (STMA) has released a draft mandatory national standard for heated cigarettes, setting out detailed requirements for tobacco sticks, heating devices and aerosols. The proposal treats the stick and device as parts of the same product system, focuses on minimum safety and quality requirements, and leaves several heating architectures within scope.
Special Report
Jul.29
Japan’s Heated Tobacco Tax Changes Reshape Consumer Choices, Survey Reveals Impact of Price and Income
Japan’s Heated Tobacco Tax Changes Reshape Consumer Choices, Survey Reveals Impact of Price and Income
A consumer survey by Japanese heated tobacco information platform RELAZO found that rising tobacco prices and planned heated tobacco tax changes may influence smoking decisions among Japanese consumers. The survey covered 49,879 men and women aged 20 to 69 nationwide. It found that around 40% of respondents cumulatively indicated they may consider quitting when a pack reaches ¥600 (approximately US$4.1), while nearly 90% expressed potential quitting intentions at a ¥1,000 (approximately US$6.8) price level. The survey also found significant differences by income level, with lower-income respondents showing greater sensitivity to price increases.
Jul.24