Review and Preview: Disocclusion by Inpainting for Image-Based Rendering

作者: Zinovi Tauber , Ze-Nian Li , Mark S. Drew

DOI: 10.1109/TSMCC.2006.886967

关键词: Image restorationImage-based modeling and renderingRendering (computer graphics)InpaintingDigital imageIterative reconstructionArtificial intelligenceImage textureColor imageComputer visionComputer science

摘要: Image-based rendering takes as input multiple images of an object and generates photorealistic from novel viewpoints. This approach avoids explicitly modeling scenes by replacing the phase with reconstruction phase. Reconstruction is achieved in two possible ways: recovering 3-D point locations using multiview stereo techniques, or reasoning about consistency each voxel a discretized volume space. The most challenging problem for image-based presence occlusions. Occlusions make ambiguous parts not visible any image. These must be reconstructed visually acceptable way. paper both reviews image inpainting argues that can provide only attractive but also framework increasing accuracy depth recovery. Digital refers to methods fill-in holes arbitrary topology so they seem part original Available are broadly classified structural textural inpainting. Structural reconstructs prior assumptions boundary conditions, while considers available data texture exemplars other templates. Of particular interest research on applied models, emphasizing its effectiveness disocclusion.

参考文章(80)
Heung-Yeung Shum, Baining Guo, Yingqing Xu, Song-Chun Zhu, Asymptotically Admissible Texture Synthesis ,(2001)
Diego Pallara, Luigi Ambrosio, Nicola Fusco, Functions of Bounded Variation and Free Discontinuity Problems ,(2000)
M. Irani, T. Hassner, P. Anandan, What Does the Scene Look Like from a Scene Point european conference on computer vision. pp. 883- 897 ,(2002) , 10.1007/3-540-47967-8_59
Shaz Naqvi, Barthold Lichtenbelt, Randy Crane, Introduction to volume rendering Prentice-Hall, Inc.. ,(1998)
Jianping Gu, Silong Peng, Xuelin Wang, Digital image inpainting using Monte Carlo method international conference on image processing. ,vol. 2, pp. 961- 964 ,(2004) , 10.1109/ICIP.2004.1419460
T.K. Shih, Rong-Chi Chang, Digital inpainting - survey and multilayer image inpainting algorithms international conference on information technology and applications. ,vol. 1, pp. 15- 24 ,(2005) , 10.1109/ICITA.2005.169
Ye Duan, Liu Yang, Hong Qin, Dimitris Samaras, Shape Reconstruction from 3D and 2D Data Using PDE-Based Deformable Surfaces european conference on computer vision. pp. 238- 251 ,(2004) , 10.1007/978-3-540-24672-5_19
Harald Grossauer, A Combined PDE and Texture Synthesis Approach to Inpainting european conference on computer vision. pp. 214- 224 ,(2004) , 10.1007/978-3-540-24671-8_17