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Dive into the research topics where Lingzhi Liu is active.

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Featured researches published by Lingzhi Liu.


international symposium on circuits and systems | 2010

Prediction-based adaptive transform coefficients scanning for inter-frame video coding

Xiang Li; Lingzhi Liu; Nam Ling; Jianhua Zheng; Philipp Zhang

In H.264/MPEG-4 AVC, the quantized coefficients are typically scanned in a fixed zig-zag pattern. This fixed scanning order may not always be optimal for entropy coding. To achieve better entropy coding gain in inter-frame coding, we propose a predictive scan ordering scheme and show that additional inter-frame coding redundancy can be removed by our proposed method. The scanning orders are dynamically updated based on the probabilistic distribution of quantized coefficients in the previous frames. Extensive experimental results demonstrate that the proposed algorithm improves coding efficiency by an average of 3.62% and up to 5.63% with negligible additional computational cost.


international symposium on circuits and systems | 2011

Integration of Plane Mode with Multiple Predictor Sets in Intra Prediction for video coding

Guichun Li; Lingzhi Liu; Nam Ling; Jianhua Zheng; Philipp Zhang

Current default intra prediction method in the current test model for the next generation video coding standard JCT-VC, Unified Intra Prediction, has up to 33 directional modes and only one non-directional mode, which is Intra DC mode. Having only one non-directional mode is insufficient for maintaining accuracy on prediction units with complex texture. In this contribution, Plane Mode is integrated as an additional non-directional mode and an improved Multiple Predictor Set method is introduced; the proposed new method for intra mode prediction is used to obtain higher accuracy for intra mode prediction in video coding. Experimental results have shown that coding efficiency is improved with the proposed method.


visual communications and image processing | 2012

Uniform probability model for deriving intra prediction angular table in High Efficiency Video Coding

Guichun Li; Lingzhi Liu; Nam Ling; Jianhua Zheng; Philipp Zhang

High Efficiency Video Coding (HEVC) is the latest international standard of video coding under development. In HEVC, the new technology of intra prediction, Unified Directional Intra (UDI), has shown significant improvement on coding performance. Comparing to the intra prediction of H.264/AVC, significant performance improvement was observed for all intra configured tests. In the HEVC Test Model (HM), a predefined angular table is used for generating predicted sample values of UDI. However, how the table is obtained was not clearly presented in the literature. This paper gives a detailed derivation and explanation based on a novel uniform probability model. With this novel model, angular table derivation method was investigated and the selection of table entries used in UDI prediction is well explained. Simulation results show that using the improved angular table proposed in this paper, Bjontegaard Delta (BD)-rate improvement is achieved for sequences with large amount of various textures, in both all intra high efficiency and low complexity configurations.


Archive | 2010

Predictive Adaptive Scan Ordering for Video Coding

Lingzhi Liu; Xiang Li; Jianhua Zheng; Nam Ling; Cheng-Xiong Zhang


Archive | 2013

Simplification of Mode Dependent Intra Smoothing

Guichin Li; Lingzhi Liu; Nam Ling; Jianhua Zheng; Philipp Zhang; Li Song


Archive | 2012

Using multiple prediction sets to encode extended unified directional intra mode numbers for robustness

Lingzhi Liu; Guichun Li; Nam Ling; Jianhua Zheng; Chenxiong Zhang


Archive | 2013

Reference Pixel Reduction for Intra LM Prediction

Lingzhi Liu; Guichun Li; Nam Ling; Jianhua Zheng; Philipp Zhang; Li Song


Archive | 2012

Mode Dependent Intra Smoothing Filter Table Mapping Methods for Non-Square Prediction Units

Guichen Li; Lingzhi Liu; Changcai Lai; Nam Ling; Jianhua Zheng; Chenxiong Zhang


Archive | 2012

Simplified Bilateral Intra Smoothing Filter

Guichun Li; Lingzhi Liu; Changcai Lai; Nam Ling; Jianhua Zheng; Philipp Zhang


Archive | 2011

Multiple predictor set for intra coding with intra mode prediction

Lingzhi Liu; Guichun Li; Nam Ling; Jianhua Zheng; Cheng-Xiong Zhang

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Nam Ling

Santa Clara University

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Guichun Li

Santa Clara University

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Xiang Li

Santa Clara University

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Li Song

Shanghai Jiao Tong University

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