ITE Transactions on Media Technology and Applications
Online ISSN : 2186-7364
ISSN-L : 2186-7364
9 巻, 4 号
選択された号の論文の14件中1~14を表示しています
Special Section on IDW '20
Regular Section
  • Ryosuke Watanabe, Tomoaki Konno, Keisuke Nonaka, Tatsuya Kobayashi, Ha ...
    2021 年 9 巻 4 号 p. 247-261
    発行日: 2021年
    公開日: 2021/10/01
    ジャーナル フリー
    電子付録

    In this paper, we propose a quality improvement method of a real-time free viewpoint video (FVV) synthesis. Two functions, adaptive silhouette dilation and view-dependent shape refinement, are applied to obtain a 3D model with accurate shapes in the real-time FVV. The adaptive dilation reduces the missing part of a reconstructed 3D model caused by a camera calibration error. In addition, the excessively expanded part of a 3D model caused by the silhouette dilation is corrected by the view-dependent refinement algorithm on a screen rendering. A part of the model outlines becomes transparently displayed to refine the model shape by comparing the camera image used for texture mapping with a background model. In the experiments, the proposed method achieved the best quality compared with conventional real-time FVV methods. Furthermore, the processing was executed in real-time because the computation cost of the proposed functions was extremely small.

  • Yiwei Zhang, Xueting Wang, Yoshiaki Sakai, Toshihiko Yamasaki
    2021 年 9 巻 4 号 p. 262-275
    発行日: 2021年
    公開日: 2021/10/01
    ジャーナル フリー

    Exploring brands that customers are likely to purchase jointly has a profound effect on marketing. This study proposes a new way to measure, or estimate the similarity between brands using social media. The proposed algorithm analyzes the daily photos and hashtags posted by each brand's followers. By clustering them and converting them into histogram-based features, we can calculate the similarity between brands. We evaluate our proposed algorithm by comparing it with the purchase logs of point/credit card companies, and answers to the questionnaires. The results show that purchase logs can predict the co-purchase behaviors in the questionnaires very well, but cannot predict customers' potential interest or willingness to buy products from new brands. On the other hand, our method can predict the users’ interest in brands with a correlation coefficient of over 0.53, which is high considering that such interest in brands is highly subjective and individual dependent.

  • Takumi Nagasawa, Ryo Takahashi, Keiko Ogawa-Ochiai, Norimichi Tsumura
    2021 年 9 巻 4 号 p. 276-286
    発行日: 2021年
    公開日: 2021/10/01
    ジャーナル フリー

    In this paper, we propose a method for estimating stress levels using multibiological information obtained from red-green-blue (RGB) facial videos. The most popular method for estimating stress is by questionnaire, which is not highly objective or accurate. To estimate stress levels more accurately, it is desirable to establish the method which can estimate with objective and accurate information. In recent years, many methods for using biological information have been proposed. In this study, we used three types of biological information to estimate stress: pulse rate variability, blink rate, and pupil size, which were captured using an RGB camera. Results showed that the use of these biological signals improved the accuracy of stress estimation. Moreover, using biological information in a multimodal manner enabled the most accurate and detailed stress estimation.

  • Peng Wang, Jay Arre Toque, Ari Ide-Ektessabi
    2021 年 9 巻 4 号 p. 287-296
    発行日: 2021年
    公開日: 2021/10/01
    ジャーナル フリー

    A method for color reproduction of old glass dry plates digitized by a linear sensor camera is proposed. A high-resolution scanner based on linear sensor camera was developed for digitizing glass plates, which is beneficial for high-quality color reproduction. The color reproduction uses filter coefficient calculated from color information of multiband filters. An approach for the calculation of filter coefficient used for color reproduction is addressed in detail. The method was applied to the digitization and color reproduction of a wall painting belonging to World Cultural Heritage Horyuji Kondo, Japan. A verification experiment is conducted to evaluate the accuracy of color reproduction results. Experimental results show that the proposed method is capable of high-quality color reproduction of image details, and there is merit to using this high-resolution digitization techniques for cultural heritage.

feedback
Top