DocumentCode
2638800
Title
Depth estimation from a monocular outdoor image
Author
Kuo, Tien-Ying ; Lo, Yi-Chung ; Lai, Yun-Yang
Author_Institution
Dept. of Electr. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
fYear
2011
fDate
9-12 Jan. 2011
Firstpage
161
Lastpage
162
Abstract
We present an algorithm to estimate 3D depth from a single monocular outdoor image based on the multiresolution analysis of the various cues including edge, hue, saturation, vertical depth prior, and dark channel prior. Our experimental results show a huge amount of computational savings over literature work while keeping our depth map close to the ground truth.
Keywords
estimation theory; image colour analysis; image resolution; 3D depth estimation; dark channel prior; edge; hue; monocular outdoor image; multiresolution analysis; saturation; vertical depth prior; Channel estimation; Image edge detection; Image resolution; Image segmentation; Pixel; Sun; Three dimensional displays; 3D image; dark channel; depth estimation; image segmentation;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Electronics (ICCE), 2011 IEEE International Conference on
Conference_Location
Las Vegas, NV
ISSN
2158-3994
Print_ISBN
978-1-4244-8711-0
Type
conf
DOI
10.1109/ICCE.2011.5722517
Filename
5722517
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