Title :
Edge-based image coding at low bit-rate
Author :
Niu, Yi ; Wu, Xiaolin ; Shi, Guangming ; Wang, Xiaotian
Author_Institution :
Key Lab. of Intell. Perception & Image Understanding of Minist. of Educ., Xidian Univ., Xi´´an, China
Abstract :
We propose a novel edge-based low bit-rate image codec. Although being edge based, the codec does not explicitly code the edge geometry. To avoid spending high bit budget on edges, a background layer of the image is first coded and transmitted, from which the decoder estimates the trajectories of significant edges. The edge regions are then refined by a residual coding technique based on edge dilation and sequential scanning in the edge direction. Experimental results show that the new image coding technique outperforms existing ones in both objective and perceptual quality, particularly at low bit rates.
Keywords :
codecs; image coding; decoder; edge dilation; edge-based image coding; edge-based low bit-rate image codec; sequential scanning; Encoding; Image coding; Image edge detection; Image reconstruction; Pixel; Skeleton; Transform coding;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5650986