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 Withdraws Appeal Against Liquid Nicotine Ruling as Vape Regulation Framework Enters New Phase
Malaysia Withdraws Appeal Against Liquid Nicotine Ruling as Vape Regulation Framework Enters New Phase
Malaysia’s government has withdrawn its appeal against a High Court ruling concerning the regulatory status of liquid nicotine used in vape and e-cigarette products, according to reports by New Straits Times, Free Malaysia Today and CodeBlue on August 18, 2026. The Kuala Lumpur High Court ruled on May 15 that the government’s decision to remove liquid nicotine from the scheduled poisons list under the Poisons Act 1952 was irrational and made without proper consultation with the Poisons Board. The withdrawal ends the government’s appeal process, while the future regulatory framework for nicotine vape products remains under discussion.
Aug.21
EU Tobacco Rules Face Pushback as Analysis Says 90% of Consultation Responses Raised Objections
EU Tobacco Rules Face Pushback as Analysis Says 90% of Consultation Responses Raised Objections
An analysis by We Are Innovation says more than 90% of over 82,000 responses to the European Commission’s public consultation on the Tobacco Products Directive revision raised at least one substantial objection to the proposed regulatory direction.
Jul.13
JTI Makes Third Bet on South Korea as Ploom AURA Enters a Market Dominated by lil and IQOS
JTI Makes Third Bet on South Korea as Ploom AURA Enters a Market Dominated by lil and IQOS
Japan Tobacco International is stepping up its heated tobacco push in South Korea with Ploom AURA. Since its official launch in April 2026, the device's limited First Edition and Glacier White version have sold out, while distribution has expanded across Seoul, Incheon, Gyeonggi Province and airport duty-free channels. The rollout marks JTI's third major attempt to build a stronger heated tobacco position in South Korea, following Ploom TECH in 2019 and Ploom X Advanced in 2024. At the group level, JT plans to invest about ¥800 billion, approximately $5 billion, in reduced-risk products from 2026 through 2028, with heated products and Ploom identified as its primary investment priority.
Aug.14
BofA Upgrades Imperial Brands, Says Market Overreacted to Australia Slump
BofA Upgrades Imperial Brands, Says Market Overreacted to Australia Slump
Bank of America upgraded Imperial Brands to “buy” from “neutral,” saying investors have overreacted to the tobacco group’s Australian business downturn and that the share-price pullback has created a more attractive entry point.
Jul.16
French Anti-Tobacco Group Questions PMI’s IQOS “Curiosity” Campaign Over Potential Youth Appeal
French Anti-Tobacco Group Questions PMI’s IQOS “Curiosity” Campaign Over Potential Youth Appeal
According to French anti-tobacco group Générations Sans Tabac, Philip Morris International’s (PMI) IQOS “Curiosity” campaign has drawn attention from public health advocates. The group argues that the campaign uses themes including curiosity, exploration and lifestyle branding that could increase interest among younger audiences. PMI has positioned IQOS as a key part of its smoke-free product strategy, while France maintains strict restrictions on tobacco and nicotine product marketing. The debate highlights ongoing tensions between heated tobacco branding strategies and public health concerns in Europe.
Jul.24
Nevada Considers Nearly Doubling Tobacco Taxes, With $65 Million in New Revenue Expected From Expanded Nicotine Levies
Nevada Considers Nearly Doubling Tobacco Taxes, With $65 Million in New Revenue Expected From Expanded Nicotine Levies
Health groups in Nevada are urging lawmakers to nearly double the state cigarette tax and extend similar tax changes to other nicotine products, including e-cigarettes and nicotine pouches.
Jul.17