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H.264/AVC Based Video Coding Using Multiscale Recurrent Patterns: First Results [chapter]

Nuno M. M. Rodrigues, Eduardo A. B. da Silva, Murilo B. de Carvalho, Sérgio M. M. de Faria, Vitor M. M. da Silva
2006 Lecture Notes in Computer Science  
This paper presents the first results of these experiments, performed using a H.264/AVC based video encoder, but using MMP to encode the motion compensated residual data, for the P and B slices.  ...  These promising results motivated the use of MMP for residual error encoding in hybrid video coding algorithms.  ...  The most recent standard for video coding, H.264/AVC (H.264) [1] also uses a transform based residual encoding method, that has been highly optimised for coding efficiency.  ... 
doi:10.1007/11738695_15 fatcat:6xre3rhr4zb6zl677ktpfmhkze

Improving H.264/AVC Inter Compression with Multiscale Recurrent Patterns

Nuno M. M. Rodrigues, Eduardo A. B. Da Silva, Murilo B. De Carvalho, Sergio M. M. De Faria, Vitor M. M. Da Silva
2006 2006 International Conference on Image Processing  
This new coding algorithm uses the Multidimensional Multiscale Parser image coding algorithm to encode the residue error, in a H.264/AVC based video coder.  ...  Thus, we were able to achieve considerable gains over H.264/AVC for B slices, specially for medium and high bit-rates, while maintaining equivalent performance for the P slices.  ...  This fact has motivated the development of an adaptive block size, integer version of the DCT, that is used as the residual encoding method for the most recent video coding standard, the H.264/AVC [1]  ... 
doi:10.1109/icip.2006.312585 dblp:conf/icip/RodriguesSCFS06 fatcat:bnpx3o4fdfbfbk4wvsysfqsyea

Universal image coding using multiscale recurrent patterns and prediction

N.M.M. Rodrigues, E.A.B. da Silva, M.B. de Carvalho, S.M.M. de Faria, V.M.M. da Silva
2005 IEEE International Conference on Image Processing 2005  
In this paper we propose a novel encoder using MMP with intra predictive coding, similar to the one used in the H.264/AVC video coding standard.  ...  This work is based on the Multidimensional Multiscale Parser (MMP) algorithm [1], allied with an intra frame image predictive coding scheme.  ...  This reduced the gap between JPEG2000 or H.264/AVC and image encoders based on multiscale recurrent patterns, to about 0.5dB.  ... 
doi:10.1109/icip.2005.1530037 dblp:conf/icip/RodriguesSCFS05 fatcat:4g2pvf25rzhrdf5f6g54a2lsoa

Video compression using 3D multiscale recurrent patterns

Nelson C. Francisco, Nuno M. M. Rodrigues, Eduardo A. B. da Silva, Murilo B. de Carvalho, Sergio M. M. de Faria
2013 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013)  
The performance of the proposed algorithm is compared with that of H.264/AVC, showing competitive results for some data sets, which indicates the potential of the pattern matching paradigm as an alternative  ...  Spatiotemporal prediction tools are used to exploit both the temporal and the spatial redundancies, and the resulting residue is encoded using a 3D data coding extension of the Multidimensional Multiscale  ...  volumetric video coding and pattern matching, giving rise to a framework competitive with H.264/AVC.  ... 
doi:10.1109/iscas.2013.6572120 dblp:conf/iscas/FranciscoRSCF13 fatcat:ckatx6luvrhclind7n3ksc223y

High quality scanned book compression using pattern matching

Alexandre Zaghetto, Ricardo L. de Queiroz
2010 2010 IEEE International Conference on Image Processing  
The idea is to use regular video interframe prediction as a pattern matching algorithm that can be applied to document coding.  ...  The novelty of this approach is demonstrated by using H.264/AVC, the newest video compression standard, as a high quality book compressor.  ...  The final step is to compress the resulting video using H.264/AVC.  ... 
doi:10.1109/icip.2010.5653094 dblp:conf/icip/ZaghettoQ10 fatcat:euoz5jg2zzgevjcpkvhh6dacfi

Recurrent pattern matching based stereo image coding using linear predictors

Luís F. R. Lucas, Nuno M. M. Rodrigues, Carla L. Pagliari, Eduardo A. B. da Silva, Sérgio M. M. de Faria
2016 Multidimensional systems and signal processing  
Comparisons with the current stereo image coding standards showed that the proposed MMP algorithm significantly outperforms the Stereo High Profile of H.264/AVC standard.  ...  While first MMP-based proposals for stereo image coding employed dictionary-based techniques for disparity compensation, posterior developments have demonstrated the advantage of using predictive methods  ...  The proposed fixed predictors are based on the well-known BM matching algorithm, commonly used in current state-of-the-art video coding standards, e.g. H.264/AVC and H.265/HEVC.  ... 
doi:10.1007/s11045-016-0417-0 fatcat:jim44up7gjcyzecrha4qnpurfa

Encoding of Multifaceted Images using Pattern Matching Techniques

K. Uma, B. Vignesh, L. Ranjith Reynold
2016 Indian Journal of Science and Technology  
Many compression techniques are already available in the literature such as Multi-dimensional Multi-scale Parser (MMP), JPEG-2000, Digipaper, DjVu, and H.264/AVC.  ...  algorithm uses quad tree based segmentation for smooth image and binary tree based segmentation for non-smooth image.  ...  Also parallel performance is provided by H.264/AVC for natural images.  ... 
doi:10.17485/ijst/2016/v9is1/100674 fatcat:6qq5dfu5q5bnro3vukogz3zcey

Intra-prediction for color image coding using YUV correlation

Luis F. R. Lucas, Nuno M. M. Rodrigues, Sergio M. M. de Faria, Eduardo A. B. da Silva, Murilo B. de Carvalho, Vitor M. M. da Silva
2010 2010 IEEE International Conference on Image Processing  
Furthermore, by using the new color prediction scheme, MMP is consistently better than the state-of-the-art H.264/AVC for coding both for the luminance and the chrominance image components.  ...  The proposed chroma prediction is implemented and tested using the Multidimensional Multiscale Parser (MMP) image encoding algorithm.  ...  Experimental results demonstrated that MMP outperforms the H.264/AVC standard, both for coding color and grayscale images.Fig. 3: RD results for MMP using the proposed method and H.264/AVC for YUV images  ... 
doi:10.1109/icip.2010.5653834 dblp:conf/icip/LucasRFSCS10 fatcat:tjn5ohnxhfgzlm2c5dejbryf3e

Scanned Document Compression Using Block-Based Hybrid Video Codec

A. Zaghetto, R. L. de Queiroz
2013 IEEE Transactions on Image Processing  
The idea is to use regular video interframe prediction as a pattern matching algorithm that can be applied to document coding.  ...  The proposed method, called Advanced Document Coding (ADC), uses segments of the originally independent scanned pages of a document to create a video sequence, which is then encoded through regular H.264  ...  The proposed coder makes heavy use of the H.264/AVC standard video coder [22] . H.264/AVC has been well explained in the literature [23] - [27] .  ... 
doi:10.1109/tip.2013.2251641 pmid:23481850 fatcat:hnnikcd5qba63cckgo7jjebdhm

Stereo image coding using dynamic template-matching prediction

L. F. R. Lucas, N. M. M. Rodrigues, E. A. B. da Silva, S. M. M. de Faria
2011 2011 IEEE EUROCON - International Conference on Computer as a Tool  
The use of the new prediction method with MMP also achieves important coding gains over the stateof-the-art transform based H.264/AVC standard, for stereo image coding.  ...  Additionally, we have used the state-of-the-art pattern matching based algorithm, the Multidimensional Multiscale Parser (MMP), to encode images predicted with the proposed scheme.  ...  Interpolated pixels are determined using the well known method defined in the H.264/AVC standard.  ... 
doi:10.1109/eurocon.2011.5929292 dblp:conf/eurocon/LucasRSF11 fatcat:erueg5fexngpjg4roio32wewem

SEMG signal compression based on two-dimensional techniques

Wheidima Carneiro de Melo, Eddie Batista de Lima Filho, Waldir Sabino da Silva Júnior
2016 BioMedical Engineering OnLine  
with the high efficiency video coding (HEVC), H.264/AVC, and JPEG2000 encoders are presented.  ...  Methods: This paper proposes a new two-dimensional approach for SEMG signal compression, which is based on a recurrent pattern matching algorithm called multidimensional multiscale parser (MMP).  ...  Francisco Assis, for providing the test signals used in this work. Competing interests The authors declare that they have no competing interests.  ... 
doi:10.1186/s12938-016-0158-1 pmid:27091454 pmcid:PMC4835940 fatcat:uxfdmgi7urd2hfxyrvvnmkdjw4

Advances In Video Compression System Using Deep Neural Network: A Review And Case Studies [article]

Dandan Ding, Zhan Ma, Di Chen, Qingshuang Chen, Zoe Liu, Fengqing Zhu
2021 arXiv   pre-print
On pre-processing, we show a switchable texture-based video coding example that leverages DNN-based scene understanding to extract semantic areas for the improvement of subsequent video coder.  ...  On coding, we present an end-to-end neural video coding framework that takes advantage of the stacked DNNs to efficiently and compactly code input raw videos via fully data-driven learning.  ...  H.264/AVC.  ... 
arXiv:2101.06341v1 fatcat:63vikavtpnb3dilixbakkcbwnq

Advances in Video Compression System Using Deep Neural Network: A Review and Case Studies

Dandan Ding, Zhan Ma, Di Chen, Qingshuang Chen, Zoe Liu, Fengqing Zhu
2021 Proceedings of the IEEE  
This article targets video coding improvements for both individual blocks of the hybrid video encoder and jointly across multiple blocks including end-to-end approaches.  ...  It reviews various modules in video coding that could benefit from neural networks and provides case studies for each of these modules.  ...  The H.264/AVC, H.264/HEVC, AVS, AV1, and even the VVC are masterpieces of hybrid prediction/transform framework-based video coding.  ... 
doi:10.1109/jproc.2021.3059994 fatcat:jlwrl7q7ufg5jjl3sptr2ero44

ASSESSING THE PERFORMANCE AND ENERGY USAGE OF MULTI-CPUS, MULTI-CORE AND MANYCORE SYSTEMS: THE MMP IMAGE ENCODER CASE STUDY

Pedro M.M. Pereira, Patricio Domingues, Nuno M. M. Rodrigues, Gabriel Falcao, Sergio M. M. Faria
2016 Zenodo  
It uses the Multimedia Multiscale Parser (MMP), a computationally demanding image encoder application, which was ported to several hardware and software parallel environments as a benchmark.  ...  While the CUDA-based implementation delivered the fastest execution, the Jetson TK1 proved to be the most energy efficient platform, regardless of the used parallel software stack.  ...  Another relevant feature of MMP is the use of a hierarchical prediction scheme, similar to the one used by H.264/AVC video encoding standard [28] .  ... 
doi:10.5281/zenodo.3460388 fatcat:x7u6szj3mrhtjfqeckvls7w7ri

Depth map compression based on platelet coding and quadratic curve fitting

Yu Zhang, Han Wang, Jiying Zhao
2014 2014 IEEE 27th Canadian Conference on Electrical and Computer Engineering (CCECE)  
Our proposed depth data compression scheme is platelet based coding using Lagrangian optimization, quadtree decomposition and quadratic curve fitting.  ...  The quality of the reconstructed results of our proposed curve fitting based platelet coding scheme are better than that of the original scheme. i  ...  Most of their approaches are based on H.264/AVC video coding standard. In 2006, Kalva et al. proposed a 3DTV video system based on H.264 view coding [9][10].  ... 
doi:10.1109/ccece.2014.6901002 dblp:conf/ccece/ZhangWZ14 fatcat:hodr3ct5gbbsziwmg77bcykmym
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