Chinese Journal of Lasers, Volume. 46, Issue 10, 1009002(2019)
Hole Filling and Optimization Algorithm for Depth Images Based on Adaptive Joint Bilateral Filtering
[1] Vijayanagar K R, Loghman M, Kim J. Refinement of depth maps generated by low-cost depth sensors. [C]∥2012 International SoC Design Conference (ISOCC), November 4-7, 2012, Jeju Island, Korea. New York: IEEE, 355-358(2013).
[3] Xu X Y, Li Y C, Wu G S et al. Multi-modal deep feature learning for RGB-D object detection[J]. Pattern Recognition, 72, 300-313(2017).
[5] Hazirbas C, Ma L N, Domokos C et al. FuseNet: incorporating depth into semantic segmentation via fusion-based CNN architecture[M]. ∥Lai S H, Lepetit V, Nishino K,
[7] Chen L, Lin H, Li S T. Depth image enhancement for Kinect using region growing and bilateral filter. [C]∥21st International Conference on Pattern Recognition, November 11-15, 2012, Tsukuba, Japan. New York: IEEE, 3070-3073(2012).
[8] Liu J Y. Depth map enhancement under the guidance of color image[D]. Hangzhou: Zhejiang University, 20-23(2014).
[9] Liu S G, Wang Y, Wang J et al. Kinect depth restoration via energy minimization with TV21 regularization. [C]∥2013 IEEE International Conference on Image Processing, September 15-18, 2013, Melbourne, Australia. New York: IEEE, 724-727(2014).
[10] Lu S, Ren X F, Liu F. Depth enhancement via low-rank matrix completion. [C]∥2014 IEEE Conference on Computer Vision and Pattern Recognition, June 23-28, 2014, Columbus, OH, USA. New York: IEEE, 3390-3397(2014).
[11] Song X B, Huang H Y, Zhong F et al. Edge-guided depth map enhancement. [C]∥2016 23rd International Conference on Pattern Recognition (ICPR), December 4-8, 2016, Cancun. New York: IEEE, 2758-2763(2016).
[14] Zhang Y D, Funkhouser T. Deep depth completion of a single RGB-D image. [C]∥2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, June 18-23, 2018, Salt Lake City, UT, USA. New York: IEEE, 175-185(2018).
[15] He K M, Sun J, Tang X O. Guided image filtering[M]. ∥Daniilidis K, Maragos P, Paragios N. Computer vision-ECCV 2010. Lecture notes in computer science. Berlin, Heidelberg: Springer, 6311, 1-14(2010).
[17] Zhao X. The research on kinect depth image inpainting technique[D]. Dalian: Dalian University of Technology, 16-18(2013).
[18] Scharstein D, Pal C. Learning conditional random fields for stereo. [C]∥2007 IEEE Conference on Computer Vision and Pattern Recognition, June 17-22, 2007, Minneapolis, MN, USA. New York: IEEE, 383191(2007).
[19] Kim C, Yun S, Jung S W et al. Color and depth image correspondence for Kinect v2[M]. ∥Park J, Chao H C, Arabnia H,
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Decheng Wang, Xiangning Chen, Hui Yi, Feng Zhao. Hole Filling and Optimization Algorithm for Depth Images Based on Adaptive Joint Bilateral Filtering[J]. Chinese Journal of Lasers, 2019, 46(10): 1009002
Category: holography and information processing
Received: May. 21, 2019
Accepted: Jun. 21, 2019
Published Online: Oct. 25, 2019
The Author Email: Wang Decheng (823062375@qq.com)