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

BofA: U.S. Nicotine Market Splits as Vapor Sales Fall 17.2% and Oral Tobacco Rises 5.8%
BofA: U.S. Nicotine Market Splits as Vapor Sales Fall 17.2% and Oral Tobacco Rises 5.8%
According to Investing.com citing Bank of America scanner data for the four weeks ending May 30, U.S. nicotine category performance was mixed, with cigarette, vapor and cigar sales declining while oral tobacco sales rose 5.8%.
Jun.10
Product | APUS Launches Chloe 50K, Bringing Purse-Inspired Design to the U.S. High-Puff Disposable Market
Product | APUS Launches Chloe 50K, Bringing Purse-Inspired Design to the U.S. High-Puff Disposable Market
APUS has introduced the Chloe 50K disposable vape, which has appeared across U.S.-facing online retail channels including Element Vape and Vapesourcing. The device combines a purse-inspired body and chain attachment with a 20ml e-liquid capacity, 1,250mAh rechargeable battery, dual mesh coil, and battery and e-liquid indicators. It is rated for up to 50,000 puffs. The product does not appear on the FDA’s current list of authorized e-cigarettes, and U.S. retail availability does not indicate FDA marketing authorization.
Jul.15
Innovation, Insights and Networking: NUBIZ Brings the Global NGP Industry Together in Dortmund
Innovation, Insights and Networking: NUBIZ Brings the Global NGP Industry Together in Dortmund
The market for next-generation products is expanding rapidly, with vapes, e-cigarettes, pouches, snus and heat-not-burn products among the industry’s most innovative segments. As part of InterTabac, NUBIZ provides a central platform for reduced-risk tobacco and nicotine products, bringing together global leaders and newcomers from 15 to 17 September. The show combines market insights, product comparisons, networking, a high-level conference programme and exclusive side events.
Jun.03
New West Virginia Vape Law Begins, With Packaging and Ad Restrictions Ahead
New West Virginia Vape Law Begins, With Packaging and Ad Restrictions Ahead
West Virginia’s Vape Safety Act will take effect Thursday, requiring vapor products sold in vape and smoke shops to carry health warnings, legal-age notices, manufacturer information and ingredient disclosures, while introducing new licensing and enforcement rules.
Jun.10
Indiana’s Foreign-Made Vape Ban Takes Effect, Forcing Brands and Retailers to Adjust Supply Chains
Indiana’s Foreign-Made Vape Ban Takes Effect, Forcing Brands and Retailers to Adjust Supply Chains
A new Indiana law restricting the sale of foreign-made vape products has taken effect, requiring retailers to adjust inventory and sourcing practices. According to The Sun, WDRB and other reports, some local vape shops are reviewing product origins and supplier information to comply with the new requirements. The measure represents a broader shift in U.S. vape regulation, with oversight expanding beyond product authorization and sales rules toward manufacturing origin and supply-chain management.
Jul.24
FDA Foreign Tobacco Registration Proposal Could Strengthen ENDS Import Oversight, Azim Chowdhury Says
FDA Foreign Tobacco Registration Proposal Could Strengthen ENDS Import Oversight, Azim Chowdhury Says
FDA’s proposed rule requiring foreign tobacco manufacturers to register establishments and list products is more than routine paperwork, Keller and Heckman LLP partner Azim Chowdhury told 2Firsts. He said it could strengthen FDA’s import enforcement, inspections and market surveillance. Chinese e-cigarette OEM/ODM manufacturers, specification developers, brand owners and component suppliers may need to review their roles, product data and U.S. market authorization status.
Special Report
Jun.29