No-reference stereoscopic image quality assessment

Roushain Akhter*, Z. M. Parvez Sazzad, Y. Horita, J. Baltes


研究成果: 書貢獻/報告類型會議論文篇章

120 引文 斯高帕斯(Scopus)


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.

主出版物標題Proceedings of SPIE-IS and T Electronic Imaging - Stereoscopic Displays and Applications XXI
出版狀態已發佈 - 2010
事件Stereoscopic Displays and Applications XXI - San Jose, CA, 美国
持續時間: 2010 1月 182010 1月 20


名字Proceedings of SPIE - The International Society for Optical Engineering


其他Stereoscopic Displays and Applications XXI
城市San Jose, CA

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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