Guided inpainting and filtering for Kinect depth maps

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2012, Pages 2055-2058

  Liu, Junyi ^a   Gong, Xiaojin ^a   Liu, Jilin ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR IMAGES; DEPTH MAP; EDGE PRESERVING; FAST MARCHING METHODS; GUIDED FILTERS; INPAINTING; MIDDLEBURY DATASET; QUANTITATIVE RESULT;

ALGORITHMS; NOISE ABATEMENT;

PATTERN RECOGNITION;

EID: 84874571548     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. M. Camplani and L. Salgado. Efficient spatio-temporal hole filling strategy for kinect depth maps. Three-Dimensional Image Processing (3DIP) and Applications II, page 82900E, 2012.
2. A. Criminisi, P. Perez, and K. Toyama. Region filling and object removal by exemplar-based image in painting. Image Processing, IEEE Transactions on, 13(9):1200-1212, sept. 2004.
3. J. Dolson, J. Baek, C. Plagemann, and S. Thrun. Upsampling range data in dynamic environments. In CVPR, pages 1141-1148, 2010.
4. K. He, J. Sun, and X. Tang. Guided image filtering. In ECCV, pages 1-14, 2010.
5. S. Izadi, D. Kim, O. Hilliges, D. Molyneaux, R. A. Newcombe, P. Kohli, J. Shotton, S. Hodges, D. Freeman, A. J. Davison, and A. W. Fitzgibbon. Kinectfusion: real-time 3d reconstruction and interaction using a moving depth camera. In UIST'11, pages 559-568, 2011.
6. S.-Y. Kim, J.-H. Cho, A. Koschan, and M. Abidi. Spatial and temporal enhancement of depth images captured by a time-of-flight depth sensor. In ICPR, pages 2358-2361, aug. 2010.
7. Microsoft. Xbox 360 Kinect Sensor Manual, 2010.
8. G. Petschnigg, R. Szeliski, M. Agrawala, M. Cohen, H. Hoppe, and K. Toyama. Digital photography with flash and no-flash image pairs. ACM Trans. Graph., 23(3):664-672, 2004.
9. D. Scharstein and C. Pal. Learning conditional random fields for stereo. In CVPR, pages 1-8, 2007.
10. A. Telea. An image inpainting technique based on the fast marching method. journal of graphics, gpu, and game tools, 9(1):23-34, 2004.
11. J. Wasza, S. Bauer, and J. Hornegger. Real-time preprocessing for dense 3-d range imaging on the gpu: Defect interpolation, bilateral temporal averaging and guided filtering. In ICCV Workshops, pages 1221-1227, nov. 2011.