No-reference stereoscopic image quality assessment

Roushain Akhter*, Z. M. Parvez Sazzad, Y. Horita, Hansjoerg (Jacky) Baltes

*此作品的通信作者

研究成果: 書貢獻/報告類型會議論文篇章

103 引文 斯高帕斯(Scopus)

摘要

Display of stereo images is widely used to enhance the viewing experience of three-dimensional imaging and communication systems. In this paper, we propose a method for estimating the quality of stereoscopic images using segmented image features and disparity. This method is inspired by the human visual system. We believe the perceived distortion and disparity of any stereoscopic display is strongly dependent on local features, such as edge (non-plane) and non-edge (plane) areas. Therefore, a no-reference perceptual quality assessment is developed for JPEG coded stereoscopic images based on segmented local features of artifacts and disparity. Local feature information such as edge and non-edge area based relative disparity estimation, as well as the blockiness and the blur within the block of images are evaluated in this method. Two subjective stereo image databases are used to evaluate the performance of our method. The subjective experiments results indicate our model has sufficient prediction performance.

原文英語
主出版物標題Proceedings of SPIE-IS and T Electronic Imaging - Stereoscopic Displays and Applications XXI
DOIs
出版狀態已發佈 - 2010 三月 25
事件Stereoscopic Displays and Applications XXI - San Jose, CA, 美国
持續時間: 2010 一月 182010 一月 20

出版系列

名字Proceedings of SPIE - The International Society for Optical Engineering
7524
ISSN(列印)0277-786X

其他

其他Stereoscopic Displays and Applications XXI
國家/地區美国
城市San Jose, CA
期間2010/01/182010/01/20

ASJC Scopus subject areas

  • 電子、光磁材料
  • 凝聚態物理學
  • 電腦科學應用
  • 應用數學
  • 電氣與電子工程

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