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

 PMI Opens Generative AI Center in Portugal to Support Global Operations
PMI Opens Generative AI Center in Portugal to Support Global Operations
According to information released by Portugal’s Trade & Investment Agency (AICEP) in July 2026, Philip Morris International (PMI) has established a global Generative Artificial Intelligence Factory (GenAI Factory) at its Portuguese subsidiary Tabaqueira. The center will support PMI’s global operations by developing and deploying AI solutions focused on industrial process optimization, data analytics, operational automation and AI application development. The initiative strengthens Portugal’s role in PMI’s global technology and innovation network.
Aug.27
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
Special Report | Altria Subsidiaries Sue FDA to Vacate 2021 PMTA Rule as Agency Moves to Speed Reviews
Special Report | Altria Subsidiaries Sue FDA to Vacate 2021 PMTA Rule as Agency Moves to Speed Reviews
2Firsts reviewed the original federal court complaint filed by Altria subsidiaries Helix Innovations and NJOY on Sept. 2 challenging FDA’s 2021 PMTA rule. The lawsuit questions whether FDA’s review process complies with the Tobacco Control Act’s 180-day timeline, even as the agency moves to accelerate PMTA reviews and issues more marketing orders. Drawing on the complaint, FDA records, government audits and recent court rulings, 2Firsts examines the legal arguments, supporting evidence and potential implications for the U.S. tobacco review system.
Regulations
Sep.03
California Lawmakers Pass Disposable Nicotine Vape Ban, With Sales Prohibition Set for 2028
California Lawmakers Pass Disposable Nicotine Vape Ban, With Sales Prohibition Set for 2028
According to CBS Los Angeles on August 27, 2026, California lawmakers have passed Assembly Bill 762, which would phase out disposable, battery-embedded nicotine vapes in the state. If signed by Governor Gavin Newsom, manufacturing and importation of the covered products would be prohibited beginning January 1, 2027, followed by a sales ban on January 1, 2028. Driven primarily by concerns over electronic waste, lithium-battery fires and environmental pollution, the legislation would further shift California’s legal vape market toward rechargeable, refillable or replaceable-pod devices.
Aug.28
Former Roche Neuroscience and Rare Diseases Communications Director Ria Kioupritzi Joins PMI as Scientific Affairs Director
Former Roche Neuroscience and Rare Diseases Communications Director Ria Kioupritzi Joins PMI as Scientific Affairs Director
Eleftheria (Ria) Kioupritzi, a biopharmaceutical professional with more than 15 years of experience, has joined Philip Morris International as Director Scientific Affairs within Corporate Affairs. She previously served at Roche as Senior Scientific Communications Director for Neuroscience and Rare Diseases and worked extensively in spinal muscular atrophy. Her earlier career also covered competitive intelligence, clinical and regulatory monitoring, pipeline development and launch preparation. During her time working in Roche's SMA field, Evrysdi passed through several U.S. FDA milestones, including its initial approval, an expanded indication for younger infants and approval of a tablet formulation. Public records do not show that Kioupritzi herself led the FDA submissions.
Sep.22
EU Tobacco Tax Reform Targets November Push as Sweden Holds Nicotine-Pouch Minimum at €20 per Kilogram
EU Tobacco Tax Reform Targets November Push as Sweden Holds Nicotine-Pouch Minimum at €20 per Kilogram
The Irish presidency of the Council of the European Union is using bilateral talks to push the bloc’s Tobacco Taxation Directive toward a political agreement in November. According to Law360, citing an EU official, Sweden is unwilling to accept a minimum excise threshold above €20 per kilogram for nicotine pouches. Council negotiations have already lowered the European Commission’s original proposal, but a May 2026 presidency compromise still set the minimum at 10% of the tax-inclusive retail price or €30 per kilogram in 2028-29, with higher levels later.
Market
Sep.17 by 2Firsts Perspectives