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

Scottish Vape Display Rules Could Cost Businesses £61 Million, Affecting More Than 11,000 Retail Outlets
Scottish Vape Display Rules Could Cost Businesses £61 Million, Affecting More Than 11,000 Retail Outlets
A Scottish government impact assessment estimates that proposed vape display and packaging rules could create up to £61 million ($82 million) in compliance costs for businesses, affecting more than 11,000 retail outlets. The estimated costs are mainly linked to inventory adjustments, retail storage changes and the resources required for businesses to understand and implement the new requirements. The measures form part of the UK’s broader efforts to tighten vape regulation, particularly around product displays, packaging and sales practices.
Aug.10
Former ATF Official’s Claims on Chinese Vape Companies and 6-Methyl Nicotine Fuel US Regulatory Debate
Former ATF Official’s Claims on Chinese Vape Companies and 6-Methyl Nicotine Fuel US Regulatory Debate
Former ATF Deputy Director Edgar Domenech has warned that some Chinese vape companies may be using 6-methyl nicotine, a nicotine analogue, raising new questions over how US regulators should classify emerging nicotine compounds.
Jul.13
Russia Adds Vapes to “Strategic Goods” List, Illegal Cross-Border Trade Faces Up to Five Years in Prison
Russia Adds Vapes to “Strategic Goods” List, Illegal Cross-Border Trade Faces Up to Five Years in Prison
Russia will place e-cigarettes and related nicotine products under its “strategic goods” framework from August 20, 2026. According to TVP World’s report published on August 19, the newly listed items include e-cigarettes, electronic smoking devices, vape liquids and nicotine salts. Individuals who illegally move these products across Russia’s customs border or its state border with other Eurasian Economic Union (EAEU) members could face up to five years in prison if shipment values exceed 100,000 rubles (about €1,000), provided all elements of a criminal offence are established.
Aug.20
Product | HQD SiSA 80K Enters the U.S. Market With a Hookah-Inspired Approach to the High-Capacity Disposable Segment
Product | HQD SiSA 80K Enters the U.S. Market With a Hookah-Inspired Approach to the High-Capacity Disposable Segment
The HQD SiSA 80K Hookah Disposable Vape has appeared across U.S. and cross-border online retail channels. The device comes prefilled with 28ml of e-liquid, uses a 5% nicotine salt configuration and carries a brand claim of up to 80,000 puffs. Beyond puff count, the product differentiates itself through hookah-inspired features including adjustable airflow, a flowing-water sound effect and flavor options associated with traditional hookah consumption.
Aug.18
UK HMRC Urges Public to Report Suspicious Vape Shops in Crackdown on Tax Fraud, Money Laundering and Illicit Tobacco Sales
UK HMRC Urges Public to Report Suspicious Vape Shops in Crackdown on Tax Fraud, Money Laundering and Illicit Tobacco Sales
HM Revenue & Customs is urging members of the public to report vape shops, barber shops and other high-street businesses suspected of tax fraud, money laundering or other illegal activity, with informants not required to provide personal details. HMRC plans more than 30,000 interventions in 2026-27 targeting tax fraud, organised crime and illicit activity, including the sale of illegal vapes and tobacco. The push forms part of a broader UK effort to tackle organised crime on high streets, backed by a £30 million government enforcement programme.
Regulations
Aug.17 by 2Firsts Perspectives
JAMA Issues First U.S. Clinical Guidance on Vaping for Smoking Cessation, Urging Complete Switch From Cigarettes
JAMA Issues First U.S. Clinical Guidance on Vaping for Smoking Cessation, Urging Complete Switch From Cigarettes
JAMA has published a Special Communication offering systematic recommendations for U.S.-based clinicians on the use of nicotine e-cigarettes in adult smoking cessation. Developed by the Harm Reduction Workgroup of the Society for Research on Nicotine and Tobacco’s Treatment Research Network, the paper recommends including e-cigarettes alongside FDA-approved cessation medications in risk-benefit discussions. It cites high-certainty evidence that nicotine e-cigarettes achieve higher quit rates than nicotine replacement therapy and evidence suggesting efficacy comparable to highly effective medications such as varenicline and cytisine. For adults who choose vaping to quit, the authors recommend FDA-authorized products, sufficient nicotine delivery and a rapid, complete transition away from cigarettes rather than prolonged dual use.
Aug.13