Title :
Operational rate-distortion shape coding with dual error regularization
Author :
Zhongyuan Lai ; Fan Zhang ; Weisi Lin
Author_Institution :
Inst. for Interdiscipl. Res., Jianghan Univ., Wuhan, China
Abstract :
Existing operational rate-distortion shape coding aims at finding a polygon which can be encoded with the lowest bit rate under a given upper bound on the edge error. However, this upper bound may cause noticeable errors. Therefore, we add an ℓ2-norm error regularization term to the objective function, and seek the globally optimal solution using a shortest path algorithm for a weighted directed acyclic graph. Experiments confirm the accuracy and robustness of our method.
Keywords :
computational geometry; computer graphics; directed graphs; ℓ2-norm error regularization; dual error regularization; edge error; lowest bit rate; operational rate-distortion shape coding; polygon; shortest path algorithm; weighted directed acyclic graph; Approximation methods; Bit rate; Encoding; Noise; Shape; Transform coding; Upper bound; Shape coding; dual error regularization; operational rate-distortion theory; shortest path algorithm;
Conference_Titel :
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location :
Paris
DOI :
10.1109/ICIP.2014.7026122