Title :
A real-time time-consistent 2D-to-3D video conversion system using color histogram
Author :
Zhen Zhang ; Shouyi Yin ; Leibo Liu ; Shaojun Wei
Author_Institution :
Dept. of Microelectron., Tsinghua Univ., Beijing, China
fDate :
11/1/2015 12:00:00 AM
Abstract :
This paper introduces an algorithm for 2D-to-3D video conversion, together with the corresponding real-time implementation on mobile devices. Saliency based on color histogram is used to build depth map in this algorithm. To eliminate the instability problem of generated saliency, a lowcomplexity and low-latency scene-detection method is adopted taking advantage of color histogram produced before. The experimental results show that the algorithm is able to create depth maps of good equality in various scenes in real-time and effectively alleviate the depth instability problem.
Keywords :
image colour analysis; real-time systems; video signal processing; color histogram; depth instability problem; depth map; generated saliency; instability problem elimination; low complexity scene detection; low latency scene detection; mobile devices; real-time time-consistent 2D-to-3D video conversion system; Algorithm design and analysis; Color; Histograms; Image color analysis; Real-time systems; Streaming media; Three-dimensional displays; 2D-to-3D; color histogram; real-time; video boundarydetection;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2015.7389808