Title :
Hierarchical anchoring of motion fields for fully scalable video coding
Author :
Rufenacht, Dominic ; Mathew, Reji ; Taubman, David
Author_Institution :
Interactive Visual Media Process. Lab. (IVMP), UNSW, Sydney, NSW, Australia
Abstract :
Traditional video codecs anchor motion fields in the frame that is to be predicted, which is natural in a non-scalable context. In this paper, we propose a hierarchical anchoring of motion fields at reference frames, which allows to “reuse” them at finer temporal levels - a very desirable property for temporal scalability. The main challenge using this approach is that the motion fields need to be warped to the target frames, leading to disocclusions and motion folding in the warped motion fields. We show how to resolve motion folding ambiguities that occur in the vicinity of moving object boundaries by using breakpoint fields that have recently been proposed for the scalable coding of motion. During the motion field warping process, we obtain disocclusion and folding maps on-the-fly, which are used to control the temporal update step of the Haar wavelet. Results on synthetic data show that the proposed hierarchical anchoring scheme outperforms the traditional way of anchoring motion fields.
Keywords :
Haar transforms; image motion analysis; video codecs; video coding; wavelet transforms; Haar wavelet; breakpoint fields; disocclusion maps; folding maps; hierarchical anchoring scheme; motion field warping process; motion folding ambiguities; scalable motion coding; temporal scalability; video codecs; video coding; Encoding; Image coding; Motion segmentation; Spatial resolution; Video coding; Wavelet transforms; Breakpoint-Adaptive DWT; Fully Scalable Video Coding; Hierarchical Motion Coding; Motion Warping;
Conference_Titel :
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location :
Paris
DOI :
10.1109/ICIP.2014.7025643