Cognitive bridge between haptic impressions and texture images for subjective image retrieval

Yuichi Kobayashi, Jun Ohya, Zhongfei Zhang

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

As a step towards subjective image retrieval, this paper reports an on-going collaboration project between Waseda University and SUNY, Binghamton, on relating texture images to haptic impressions. To grasp the surface height variations, texture images are taken under different illuminations and viewing conditions. Our method applies a new frequency analysis method to the texture images. We evaluate the performances of our feature and other typical conventional features by checking whether texture images are correctly classified into "soft" or "hard" by the SVM (support vector machine) method, where the training data for the SVM are collected by subjective tests. Experimental results show that our texture feature can classify "soft" or "hard" better than the other features.

本文言語English
ホスト出版物のタイトル2004 IEEE International Conference on Multimedia and Expo (ICME)
ページ2239-2242
ページ数4
出版ステータスPublished - 2004 12月 1
イベント2004 IEEE International Conference on Multimedia and Expo (ICME) - Taipei, Taiwan, Province of China
継続期間: 2004 6月 272004 6月 30

出版物シリーズ

名前2004 IEEE International Conference on Multimedia and Expo (ICME)
3

Conference

Conference2004 IEEE International Conference on Multimedia and Expo (ICME)
国/地域Taiwan, Province of China
CityTaipei
Period04/6/2704/6/30

ASJC Scopus subject areas

  • 工学(全般)

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