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

Product | PMJ Adds Bold Ruby to IQOS ILUMA i Lineup in Japan, Convenience-Store Rollout Starts Sept. 29
Product | PMJ Adds Bold Ruby to IQOS ILUMA i Lineup in Japan, Convenience-Store Rollout Starts Sept. 29
Philip Morris Japan (PMJ) launched Bold Ruby as a new regular color for the IQOS ILUMA i and IQOS ILUMA i ONE in Japan on September 16, 2026, priced at JPY 6,980 and JPY 3,980, respectively. Initial sales began through IQOS online and physical channels, with convenience stores and selected tobacco retailers set to follow from September 29. Bold Ruby is a regular rather than limited-edition colorway and is available for the ILUMA i and ILUMA i ONE, but not the ILUMA i PRIME. The release does not involve changes to the devices' core hardware or functions.
Sep.22
JAMA Study: U.S. Vape Directories Fail to Sustainably Curb Unlisted Sales as Product Shifts May Redistribute Brand Share 2Firsts Recommended
JAMA Study: U.S. Vape Directories Fail to Sustainably Curb Unlisted Sales as Product Shifts May Redistribute Brand Share 2Firsts Recommended
A study by CDC Foundation researchers found no sustained decline in e-cigarette sales across Alabama, Oklahoma and Louisiana, the first three U.S. states to implement e-cigarette directory laws. Louisiana initially saw a significant sales decline, followed by a rebound and a persistent reduction in product availability. Sales also shifted from nontobacco-flavored disposables toward prefilled cartridges, with Vuse Alto driving much of the increase in menthol cartridges. By April 2025, unlisted products still accounted for more than half of e-cigarette nicotine sales in all three states.
Sep.18
Product | PMI Launches TEREA Black Mint Pearl in Japan, Adding First Capsule Variant to Black Range With Nationwide Rollout From October 19
Product | PMI Launches TEREA Black Mint Pearl in Japan, Adding First Capsule Variant to Black Range With Nationwide Rollout From October 19
Philip Morris Japan (PMJ) launched TEREA Black Mint Pearl on October 15, 2026, introducing the first capsule-equipped heated tobacco stick in the TEREA Black range for IQOS ILUMA devices. The product combines a strong menthol profile with a crushable mint capsule and is priced at ¥640 per 20-stick pack, including tax. Sales began at four IQOS stores and selected retail partners on October 15, with distribution expanding to convenience stores and other tobacco retailers nationwide from October 19. The launch brings Japan's TEREA portfolio to 28 variants, including 21 menthol-related products, or 75% of the range.
product
Oct.16 by 2Firsts Perspectives
IKE Tech Launches IKE 2.0 Compliance Platform for Nicotine Products
IKE Tech Launches IKE 2.0 Compliance Platform for Nicotine Products
IKE Tech launched IKE 2.0 on September 28, initially targeting nicotine products with a platform that combines user identity verification, product authentication, configurable policy controls and data analytics. Products can be authenticated through direct device integration or NFC smart tags. IKE Tech was formed with participation from Ispire's Aspire North America, Berify and Chemular, with Ispire currently holding a 40% interest. Its age-verification component PMTA was accepted by the FDA in 2025 and remains under review. The company did not disclose customer names, commercial deployment volumes, pricing or revenue tied to IKE 2.0.
News
Sep.29 by 2Firsts Perspectives
South Korea Imports 12,126 Kg of Nicotine Analogues From April to August After Bringing Synthetic Nicotine Under Tobacco Law
South Korea Imports 12,126 Kg of Nicotine Analogues From April to August After Bringing Synthetic Nicotine Under Tobacco Law
South Korea's liquid-vape market is showing changes across raw-material imports, product types and sales channels after synthetic nicotine came under the Tobacco Business Act on April 24. Customs data show nicotine-analogue imports totaled 12,126 kilograms from April through August, while synthetic-nicotine imports over the same five months totaled 231,663 kilograms, just 39.3% of the amount imported in March alone. Physical liquid-vape stores tracked in Seoul and Gyeonggi Province fell 9.9%, unmanned outlets edged higher and online sales listings increased from 27,774 to 42,437. Government testing of 105 liquid inhalation products promoted as nicotine-free separately found nicotine in 13 and 6-methylnicotine in 12.
Sep.22
Australia Brings in Deloitte to Support Illicit Tobacco and Vape Enforcement Across Data, Processes and Project Delivery
Australia Brings in Deloitte to Support Illicit Tobacco and Vape Enforcement Across Data, Processes and Project Delivery
Australia’s Department of Home Affairs has hired Deloitte to provide data analytics, business-process, communications and project-delivery support to the Office of the Illicit Tobacco and E-Cigarette Commissioner. The government says Deloitte personnel do not provide policy advice to the Commissioner or the Australian government, with policy development and decision-making remaining with public officials. The arrangement has nevertheless drawn scrutiny because Deloitte has previously provided professional services to several tobacco and vaping companies.
Sep.03