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

Philippines DOH reiterates: vaping is not safer than smoking, citing irreversible health risks
Philippines DOH reiterates: vaping is not safer than smoking, citing irreversible health risks
The Philippine Department of Health reiterated Saturday that vaping should not be promoted as an alternative to cigarette smoking, Health Secretary Teodoro “Ted” Herbosa said in a radio interview, according to the Tribune. Herbosa said both vaping and smoking pose irreversible health risks and cited E-cigarette or Vaping Product Use-Associated Lung Injury (EVALI), claiming it led to the death of a 22-year-old male with no smoking history in 2025.
Feb.28 by 2FIRSTS.ai
California federal judge certifies direct purchaser class in Juul–Altria antitrust litigation
California federal judge certifies direct purchaser class in Juul–Altria antitrust litigation
A California federal judge has certified a class of direct purchasers of Juul products in antitrust litigation alleging Juul and Altria conspired to have Altria exit the e-cigarette market.
Mar.02 by 2FIRSTS.ai
New Mexico Attorney General Files Lawsuit Over Sales of Flavored Disposable E-Cigarettes
New Mexico Attorney General Files Lawsuit Over Sales of Flavored Disposable E-Cigarettes
The New Mexico Department of Justice announced that it has filed a lawsuit against major convenience store chains and distributors, alleging that they sold flavored disposable e-cigarettes and contributed to youth nicotine addiction across the state.
Apr.01 by 2FIRSTS.ai
UK Vape Waste Falls 23% From 2024, but Recycling Group Says Fire Risks Remain High
UK Vape Waste Falls 23% From 2024, but Recycling Group Says Fire Risks Remain High
New research from UK recycling campaign group Material Focus says more than 6.3 million vapes and pods are still thrown away each week in the UK. The figure is down 23% from 8.2 million in 2024, which the group said suggests the June 2025 single-use vape ban has helped reduce waste, but it warned that the current level still represents a major waste of valuable materials and a significant fire risk.
Mar.27 by 2FIRSTS.ai
Product | 20ml E-liquid, Dual Modes with Up to 60,000 Puffs, Uwell Launches VALAYA AMP 60K Vape in the U.S.
Product | 20ml E-liquid, Dual Modes with Up to 60,000 Puffs, Uwell Launches VALAYA AMP 60K Vape in the U.S.
Uwell has recently launched its new disposable vape, the VALAYA AMP 60K, on its official website. The device features 20ml of pre-filled e-liquid and is rated for up to approximately 60,000 puffs. It is equipped with a 950mAh rechargeable battery and a 0.6Ω dual mesh coil. The product is now available through select online channels in the United States, with a listed price of $19.99.
Apr.09 by 2FIRSTS.ai
Philip Morris International Announces IQOS and Devialet Collaboration at Milan Design Week 2026
Philip Morris International Announces IQOS and Devialet Collaboration at Milan Design Week 2026
Philip Morris International announced on April 20 that IQOS has partnered with French acoustic engineering company Devialet to launch “Soundsorial Design” at Milan Design Week 2026. The collaboration includes an immersive exhibition and a limited-edition product set named “Soundsorial.” The exhibition will run from April 20 to April 27 at Opificio 31 in Milan.
Apr.22 by 2FIRSTS.ai