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检索条件"主题词=Compression Algorithms"

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Selective merging-based reference frame memory compression

Selective merging-based reference frame memory compression

引用

IEEE Pacific Rim Conference on Communications, Computers and Signal Processing

作者： Soongi Hong Dahjung Chung Yoonsik Choe School of Electrical and Electronic Engineering Image Information Laboratory Yonsei University Seoul South Korea

Although IBDI, a coding tool that increases internal bit depth to improve compression performance for high quality video, is able to significantly improve the coding efficiency, the internal memory increment problem occurs because of the necessity of storing reference frames. Therefore, memory compression algorithm is proposed to solve the internal memory increment problem while maintaining the coding performance of IBDI. The memory compression methods have successively reduced the reference frame memory while preserving the coding efficiency by dividing a reference frame into the fixed size processing units and using additional information of each unit. However, additional information of each processing unit also has to be stored in internal frame memory; the amount of additional information could be a limitation of the effectiveness of memory compression scheme. Therefore, to relax this limitation of previous method, we propose a selective merging-based reference frame memory compression algorithm, dramatically reducing the amount of additional information. Simulation results show that the proposed algorithm provides much smaller overhead than that of the previous algorithm while keeping the coding efficiency of IBDI.

关键词： Merging Encoding Software algorithms compression algorithms Heuristic algorithms Dynamic range Software

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compression OF QRS COMPLEXES USING HERMITE EXPANSION

COMPRESSION OF QRS COMPLEXES USING HERMITE EXPANSION

引用

IEEE International Conference on Acoustics, Speech and Signal Processing

作者： Aliaksei Sandryhaila Jelena Kovacevic Markus Puschel Electrical and Computer Engineering Carnegie Mellon University Pittsburgh PA USA Biomedical Engineering and Center for Bioimage Informatics Carnegie Mellon University Pittsburgh PA USA Computer Science ETH Zurich Zurich Switzerland

We propose an algorithm for the compression of ECG signals, in particular QRS complexes, based on the expansion of signals with compact support into a basis of discrete Hermite functions. These functions are obtained by sampling continuous Hermite functions, previously used for the compression of ECG signals. Our algorithm uses the theory of signal models based on orthogonal polynomials, and achieves higher compression ratios compared with previously reported algorithms, both those using Hermite functions, as well as those using the discrete Fourier and discrete cosine transforms.

关键词： Electrocardiography Polynomials Approximation algorithms compression algorithms Transforms Approximation error

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3D object compression using enhanced stripification technique

3D object compression using enhanced stripification techniqu...

引用

IEEE Pacific Rim Conference on Communications, Computers and Signal Processing

作者： Fatma Khairy Mohamed H. Mousa Hamed Nassar Mohamed S. Yasein Department of Computer Science Suez Canal University Ismailia Egypt Department of Electrical and Computer Engineering Port Said University Port Said Egypt

3D meshes are one of the most common representations of 3D objects that have been used in graphics applications. They often require a huge amount of data for storage and/or transmission. In this paper, we present a new compression algorithm based on stripification of the geometric models that enables us to progressively visualize the 3D models during their transmission. The proposed algorithm encodes the geometry and the connectivity of the input model in an interwoven fashion. The main idea is to store 3D objects as strips files. The algorithm achieves compression ratios above 61 : 1 over ASCII encoded formats resulting in faster transmission and rendering of complex graphical objects.

关键词： Strips Joining processes Three dimensional displays Solid modeling Geometry Rendering (computer graphics) compression algorithms

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Methods of sound data compression — Comparison of different standards

Methods of sound data compression — Comparison of different...

引用

International Conference on CAD Systems in Microelectronics (CADSM)

作者： Norbert Nowak Wojciech Zabierowski Department of Microelectronics and Computer Science Lodz Poland

The following article is about the methods of sound data compression. The technological progress has facilitated the process of recording audio on different media such as CD-Audio. The development of audio data compression has significantly made our lives easier. In recent years, much has been achieved in the field of audio and speech compression. Many standards have been established. They are characterized by more better sound quality at lower bitrate. It allows to record the same CD-Audio formats using “lossy” or lossless compression algorithms in order to reduce the amount of data surface area at almost noticeable difference in the quality of the recording. In order to compare methods of sound data compression I have used Adobe Audition 3.0 software and computer program of the sound compression system from manufacturers' side. To illustrate the problem, I have used the graphs of the spectrum and musical composition spectrograms. The comparison has been done on the basis of uncompressed music track from the original CD-Audio.

关键词： Data compression Standards compression algorithms Digital audio players Encoding Speech Data models

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Methods for ECG signal compression with reconstruction via cubic spline approximation

Methods for ECG signal compression with reconstruction via c...

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Middle East Conference on Biomedical Engineering (MECBME)

作者： Olga Malgina Emil Plesnik Andrej Košir Jana Milenković Matej Zajc Jurij F. Tasič Institute Jozef Stefan Ljubljana Slovenia Faculty of Electrical Engineering University of Ljubljana Ljubljana Slovenia

In this article, two algorithms are described that are suited for real-time biomedical signal compression. These being, Amplitude Threshold compression and SQ segment compression. Comparison of these methods with well known methods such as lossy Discrete Cosine Transform (DCT) and lossless Turning Point (TP) is shown. The compression method outputs were reconstructed using a cubic spline approximation and compared. The values of compression ratio (CR), percent mean square difference (PRD) and area criteria were chosen for method comparison. Here it is shown that the method presented here (Threshold, SQ segment) provide considerably lower CR values than the DCT method and slightly higher CR values than the TP method. However, the PRD value for both proposed methods is lower than the PRD values of reference methods DCT and TP.

关键词： Discrete cosine transforms Electrocardiography Approximation methods Spline compression algorithms Approximation algorithms Internet

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ECG data compression for mobile phone tele-cardiology applications using .NET framework

ECG data compression for mobile phone tele-cardiology applic...

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Middle East Conference on Biomedical Engineering (MECBME)

作者： Iman Mohammad Rezazadeh Sanaz Parvaresh M. Erfan H. E. Zargar Joshua Proulx Department of Biomedical Engineering Islamic Azad University Tehran Iran Department of ECE Brigham Young University Provo UT USA

In this work, we have implemented DCT data compression and a run-length approach to compress an ECG data signal and send the compressed data via a Bluetooth device to a mobile phone on which a .Net platform application has been installed. After reception of the compressed data, the original signal will be retrieved by the inverse DCT algorithm using the built-in application. The results have shown good compression performance indices. Transmission time is reduced due to the necessity of the energy conservation of the mobile battery and online application of telecardiology.

关键词： Electrocardiography Discrete cosine transforms Mobile handsets Visualization Data compression compression algorithms Performance evaluation

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Substitution coder — A reversible data transform for lossless text compression

Substitution coder — A reversible data transform for lossle...

引用

International Conference on Information, Communications and Signal Processing

作者： S. J. Rexline L. Robert Department of Computer Science Loyola College Chennai India Computer Science and Information System Department Community College in Al-Qwaiya Shaqra University Saudi Arabia

In this paper, we refer to a new text transformation technique to move forward the existing lossless, reversible text makeover technique called Substitution coder. Substitution coder is a class of lossless text transformation algorithms which operates by searching for matches between the text to be compressed and a set of words contained in a dictionary, maintained by the coder. When the coder identifies such a match, it substitutes a reference to the word's position in the dictionary. Some dictionary coders use a static dictionary in which an entire set of words is determined before coding commences and does not vary during the transformation process. This kind of approach is most often used when the information to be encoded is fixed and large. A lossless data compression algorithm should preserve the data during the encoding and decoding process. The purpose of the fixed sequence word maintained in the dictionary is to generate some kind of fixed but artificial context in the transformed text that can be exploited by the backend compression algorithm. According to our approach, the Dictionary prop ups to append the new words without changing codes for existing words. The proposed algorithm is implemented and tested using Calgary corpus and Gutenberg files.

关键词： Dictionaries Encoding Decoding compression algorithms Data compression Transforms Sorting

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A trace compression algorithm targeting power estimation of long benchmarks 11

A trace compression algorithm targeting power estimation of ...

引用

IEEE International Conference on Computer-Aided Design

作者： Andrey Ayupov Steven Burns Strategic CAD Laboratories Intel Corporation USA

ISBN: (纸本)9781457713989

This paper presents an algorithm for compressing long traces generated using RTL or other fast simulation. The compressed traces can be used by power analysis tools to estimate power on the original traces. We show that the length of the compressed trace is independent of the length of original trace and is a function of circuit size (precisely, its active part) for which the trace was generated. Our experiments show up to 578× compression ratio on several long RTL traces (up to 320,000 clock transitions) used for power analysis on three industrial blocks (4K, 114K and 202K gates). This leads to significant runtime improvement, especially when the traces are reused over multiple power analysis runs. The dynamic power estimated using compressed traces is within 5% of the power analysis on original traces.

关键词： Correlation Runtime Switches Estimation Clocks compression algorithms Equations

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Efficient temporal compression in wireless sensor networks

Efficient temporal compression in wireless sensor networks

引用

Conference on Local Computer Networks (LCN)

作者： Yao Liang Department of Computer and Information Science Indiana University-Purdue University Indianapolis Indianapolis IN USA

Energy efficiency is critical in the design and deployment of wireless sensor networks. Data compression is a significant approach to reducing energy consumption of data gathering in multi-hop sensor networks. Existing compression algorithms, however, only apply to either lossless or lossy compression, but not to both. This paper presents a unified algorithmic framework to both lossless and lossy data compression, thus effectively supporting the desirable flexibility of choosing either lossless or lossy compression in an on-demand fashion based on given applications. We analytically prove that the performance of the proposed framework for lossless compression is superior to or at least equivalent to that of traditional predictive coding schemes regardless of any entropy encoders used. We demonstrate the merits of our proposed framework in comparison with other recently proposed compression algorithms for wireless sensor networks including LEC, S-LZW and LTC using various real-world sensor data sets.

关键词： Predictive coding Wireless sensor networks Prediction algorithms Entropy compression algorithms Sensors Encoding

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An image compression algorithm for gray scale image

An image compression algorithm for gray scale image

引用

International Conference on Emerging Trends in Networks and Computer Communications (ETNCC)

作者： Aditya Kumar Pardeep Singh National Institute of Technology Calicut Calicut Kerala IN

With the increasing demand of technology, existing computer make use of graphics spaciously. Windows based operating system exposed to view the file disk file's directory graphically. Many applications provide graphical user interface, which it makes to easier to understand or interpret e.g. internet download manager shows the status of downloading a file graphically. We can understand message (information), after converting it into image easily due to Advancement of graphics. So image is very important but sometimes it tends to be big. This is why image compression is so important. Many image compression algorithms (lossy or lossless) have already been devised adhering to their perspective point of view. In this paper we propose conceptually a new algorithm for image compression for minimizing a number of bits for storing an image into disk.

关键词： Image coding Reflective binary codes Redundancy compression algorithms Algorithm design and analysis Correlation Streaming media

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