A hierarchical approach to practical beverage package recognition

Mei Chen Yeh, Jason Tai

研究成果: 書貢獻/報告類型會議論文篇章

1 引文 斯高帕斯(Scopus)

摘要

In this paper we study the beverage package recognition problem for mobile applications. Unlike products such as books and CDs that are primarily packaged in rigid forms, the beverage labels may be attached on various forms including cans and bottles. Therefore, query images captured by users may have a wide range or variations in appearance. Furthermore, similar visual patterns may appear on distinct beverage packages that belong to the same series. To address these challenges, we propose a fast, hierarchical approach that can be used to effectively recognize a beverage package in real-time. A weighting scheme is introduced to enhance the recognition accuracy rate when the query beverage is among flavor varieties in a series. We examine the development of a practical system that can achieve a fairly good recognition performance (93% accuracy rate using an evaluation set of 120 images) in real-time.

原文英語
主出版物標題Advances in Image and Video Technology - 5th Pacific Rim Symposium, PSIVT 2011, Proceedings
頁面348-357
頁數10
版本PART1
DOIs
出版狀態已發佈 - 2011
事件5th Pacific-Rim Symposium on Video and Image Technology, PSIVT 2011 - Gwangju, 大韓民國
持續時間: 2011 十一月 202011 十一月 23

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
號碼PART1
7087 LNCS
ISSN(列印)0302-9743
ISSN(電子)1611-3349

其他

其他5th Pacific-Rim Symposium on Video and Image Technology, PSIVT 2011
國家/地區大韓民國
城市Gwangju
期間2011/11/202011/11/23

ASJC Scopus subject areas

  • 理論電腦科學
  • 電腦科學(全部)

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