LITERATURE REVIEW ON VARIOUS DEPTH ESTIMATION METHODS FOR AN IMAGE
DOI:
https://doi.org/10.29121/granthaalayah.v5.i4RACSIT.2017.3342Keywords:
Stereovision, Disparity, Depth Estimation, Camera CalibrationAbstract [English]
In this survey paper, different depth estimation techniques using cues from two images are observed. In this paper, different methods for depth estimation like Vergence, Stereo Disparity, Stereo Matching, Familiar Size, Defocus Cue, Convex Optimization, and Sum of Absolute Differences Algorithm are reviewed. Depth is determined by using maximum and minimum disparity.
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AshutoshSaxena, Min Sun and Andrew Y. Ng, "Learning 3-D Scene Structure from a Single Still Image", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), pp.1-8, 2008.
Osamu Ikeda, "Shape Reconstruction from Two Color Images using Photometric Stereo combined with Segmentation and Stereopsis", IEEE - AV SS, pp. 434-438, 2005.
Make3D: Depth Perception from a Single Still ImageAshutoshSaxena, Min Sun and Andrew Y. Ng.
Hansung Kim, KwanghoonSohn, "3D reconstruction from stereo Images for interactions between real and virtual objects", Elsevier journal on Signal Processing: Image Communication, vo1.20,pp.61-75, 2005. DOI: https://doi.org/10.1016/j.image.2004.10.004
Beyang Liu, Stephen Gould, Daphne Koller, "Single Image Depth Estimation From Predicted Semantic Labels", IEEE conference on Computer Vision and Pattern Recognition: pp 1253-1260,2010. DOI: https://doi.org/10.1109/CVPR.2010.5539823
N.Otsu, "A threshold selection method from gray level histograms", IEEE Trans. Syst. Man Cybern. SMC-9,62-66 (1979). DOI: https://doi.org/10.1109/TSMC.1979.4310076
Zhengyou Zhang, "A flexible new technique for camera calibration", IEEE Transactions on Pattern Analysis and Machine Intelligence 22(11) : 1330-1334 (2000). DOI: https://doi.org/10.1109/34.888718
Dineesh Mohan, Dr. A. Ranjith Ram “A Review on Depth Estimation for Computer Vision Applications” International Journal of Engineering and Innovative Technology (IJEIT) Volume 4, Issue 11, May 2015.
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