Low complexity 3D depth map generation for stereo applications

Cheng An Chien*, Cheng Yen Chang, Jui Sheng Lee, Jia Hou Chang, Jiun-In Guo

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Abstract

In this paper we propose a low complexity algorithm to generate 3D image depth map in good quality based on a single 2D image for stereo applications. Owing to the different characteristics of images, the 2-D images are first classified into three categories and then processed by the proposed low complexity techniques to generate the depth map. With good quality in the generated depth map, we achieve about 90% in complexity reduction using the proposed algorithm, which is beneficial to real-time realization through hardware or software implementation for the stereo applications.

Original languageEnglish
Title of host publication2011 IEEE International Conference on Consumer Electronics, ICCE 2011
Pages185-186
Number of pages2
DOIs
StatePublished - 28 Mar 2011
Event2011 IEEE International Conference on Consumer Electronics, ICCE 2011 - Las Vegas, NV, United States
Duration: 9 Jan 201112 Jan 2011

Publication series

NameDigest of Technical Papers - IEEE International Conference on Consumer Electronics
ISSN (Print)0747-668X

Conference

Conference2011 IEEE International Conference on Consumer Electronics, ICCE 2011
CountryUnited States
CityLas Vegas, NV
Period9/01/1112/01/11

Fingerprint Dive into the research topics of 'Low complexity 3D depth map generation for stereo applications'. Together they form a unique fingerprint.

  • Cite this

    Chien, C. A., Chang, C. Y., Lee, J. S., Chang, J. H., & Guo, J-I. (2011). Low complexity 3D depth map generation for stereo applications. In 2011 IEEE International Conference on Consumer Electronics, ICCE 2011 (pp. 185-186). [5722530] (Digest of Technical Papers - IEEE International Conference on Consumer Electronics). https://doi.org/10.1109/ICCE.2011.5722530