Weather-adaptive distance metric for landmark image classification

Ding Shiuan Ding, Wei Ta Chu

研究成果: Conference contribution

摘要

Visual appearance of landmark photos changes significantly in different weather conditions. In this work, we obtain weather information from a weather forecast website based on a landmark photo’s geotag and taken time information. With weather information, we adaptively adjust weightings for combining distances obtained based on different features and thus propose a weather-adaptive distance measure for landmark photo classification. We verify the effectiveness of this idea, and accomplish one of the early attempts to develop a landmark photo classification system that resists to weather changes.

原文English
主出版物標題Advances in Multimedia Information Processing – PCM 2015 - 16th Pacific-Rim Conference on Multimedia, Proceedings
編輯Yo-Sung Ho, Yong Man Ro, Junmo Kim, Fei Wu, Jitao Sang
發行者Springer Verlag
頁面139-148
頁數10
ISBN(列印)9783319240770
DOIs
出版狀態Published - 2015
事件16th Pacific-Rim Conference on Multimedia, PCM 2015 - Gwangju, Korea, Republic of
持續時間: 2015 九月 162015 九月 18

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
9315
ISSN(列印)0302-9743
ISSN(電子)1611-3349

Conference

Conference16th Pacific-Rim Conference on Multimedia, PCM 2015
國家/地區Korea, Republic of
城市Gwangju
期間15-09-1615-09-18

All Science Journal Classification (ASJC) codes

  • 理論電腦科學
  • 電腦科學(全部)

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