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

Philip Morris Malaysia Again Meets Religious Authority Over Cigarette Alternatives as Perlis Mufti Responds on Halal Criteria
Philip Morris Malaysia Again Meets Religious Authority Over Cigarette Alternatives as Perlis Mufti Responds on Halal Criteria
Philip Morris Malaysia Managing Director Naeem Shahab Khan met Perlis Mufti Mohd Asri Zainul Abidin on September 17 and presented the company's shift from conventional cigarettes toward alternative products. The mufti said a product could be considered halal if it is clean, its side effects are not harmful or can be controlled, and it does not involve excessive waste. His remarks did not mention IQOS or any other specific PMI product and did not amount to a new product-specific religious ruling. It was at least the second publicly reported engagement between Philip Morris Malaysia and a Malaysian religious institution over cigarette alternatives within six months.
Regulations
Sep.18 by 2Firsts Perspectives
UK Directors Banned After 352,688 Vapes Imported From China Were Misdeclared as Medical Nebulizers in £15 Million Tax Case
UK Directors Banned After 352,688 Vapes Imported From China Were Misdeclared as Medical Nebulizers in £15 Million Tax Case
The UK Insolvency Service said YSK Enterprises imported large quantities of vapes from China in 2023, with a shipment addressed to the company declared as medical nebulizers before Border Force found 352,688 vaping products. HMRC calculated nearly £15 million ($20.3 million) in unpaid VAT and customs duty, alongside about £437,000 in corporation tax. Two directors were disqualified for nine years. The case predates the UK's Vaping Products Duty, which will introduce vape-specific excise and duty-stamp requirements from October 2026.
Regulations
Sep.11
Canada Health Minister Says She Is Not Considering Looser Nicotine Pouch Retail Rules as PMI-Linked Group Pushes for Wider Access
Canada Health Minister Says She Is Not Considering Looser Nicotine Pouch Retail Rules as PMI-Linked Group Pushes for Wider Access
Canadian Health Minister Marjorie Michel says she is not considering loosening retail restrictions on nicotine pouches. Canada regulates pouches containing 4 mg or less of nicotine per unit as non-prescription nicotine replacement therapy and requires newer NRT formats such as pouches to be sold from behind pharmacy counters. Meanwhile, Unsmoke Canada, linked to Philip Morris International's Canadian business, is pushing to allow pouches in convenience stores and other general retail outlets. Health Canada also acknowledges continued unauthorized sales, while recent research shows rising pouch use among Canadian youth aged 16 to 19.
Sep.24
HG Innovation, linked to IMiracle and ELFBAR, wins China patent for 6-methylnicotine salts covering vaping and oral products
HG Innovation, linked to IMiracle and ELFBAR, wins China patent for 6-methylnicotine salts covering vaping and oral products
HG Innovation Limited has been granted a Chinese invention patent covering 6-methylnicotine salt formulations and their use in oral and vaping products. The technology forms salts between 6-methylnicotine and alicyclic carboxylic acids, with granted claims extending to oral products, atomization substrates and electronic atomization devices. Applicant-generated tests reported differences in oxidation stability, in-vitro cytotoxicity and aerosol heavy-metal performance compared with selected benzoate or lactate controls. HG Innovation is directly linked to the broader IMiracle and ELFBAR business network.
Sep.04
Sweden Finds ZYN Ingredient Labels Noncompliant Over Generic Flavoring Disclosure, Swedish Match Faces SEK 2 Million Monthly Penalty
Sweden Finds ZYN Ingredient Labels Noncompliant Over Generic Flavoring Disclosure, Swedish Match Faces SEK 2 Million Monthly Penalty
Sweden's Public Health Agency has found ingredient labels on ZYN nicotine pouches sold by Philip Morris International subsidiary Swedish Match to be noncompliant, according to Dagens industri. The products' packaging listed 10 to 13 ingredients, compared with 11 to 42 in regulatory submissions, with multiple flavoring ingredients grouped under the generic term "aromer." The agency ordered corrective action, warning of a conditional penalty of SEK 2 million per month for noncompliance. The order applies only to products manufactured after the decision becomes legally effective and does not require recalls. Swedish Match disputes the agency's interpretation and plans to appeal.
PMI
Oct.22
STIIIZY Redesign Fails to Escape PAX Labs Patent Import Ban as Section 337 Case Also Involves China ALD
STIIIZY Redesign Fails to Escape PAX Labs Patent Import Ban as Section 337 Case Also Involves China ALD
U.S. Customs and Border Protection ruled that STIIIZY had not shown that the redesigned cannabis-vape products covered by its latest request fall outside an ITC limited exclusion order tied to PAX Labs patents. CBP accepted some of STIIIZY’s claim-construction and non-infringement arguments, but the company did not address two additional claims in the same patent. Earlier STIIIZY redesigned cartridges and certain associated components imported with them had received separate CBP clearance.
Sep.16