Novel Rate-Control Algorithm Based on TM5 Framework

نویسندگان

  • Zhongjie Zhu
  • Yongqiang Bai
  • Zhiyong Duan
  • Feng Liang
چکیده

Rate control is a key technology in the fields of video coding and transmission, and it has attracted a great attention and has been studied extensively. The TM5 framework of MPEG-2 is a classical rate control algorithm and has being widely used. However, it has some underlying drawbacks during practical applications such as the poor rate control precision and high computational complexity. Hence, in this paper, a novel rate-control algorithm based on the TM5 framework is proposed. The drawback of the target bit allocation method of the original TM5 algorithm is firstly analyzed and improved. Then, a new rate-distortion model is incorporated into the rate control algorithm to implement rate prediction to enhance the rate-control precision. Meanwhile, the macro-block (MB) level rate control is adapted to be frame level to reduce the computational complexity. Experiments are conducted and some results are given. Compared with the original TM5 algorithm, the improved novel algorithm not only can enhance the rate-control precision but also can reduce the complexity and the fluctuation of decoded image quality.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Mathematical analysis of MPEG compression capability and its application to rate control

This paper presents mathematical frameworks on temporal predictive processing in the MPEG video compression standard. Firstly, a coding gain is derived based on traditional prediction theories. The optimum ordering of three different picture types (I,P,B-pictures) is clarified according to image source characteristics. Secondly, a novel framework on the target bit assignment is presented with s...

متن کامل

An accurate bit-rate control for real-time MPEG video encoder

In this paper, we present a novel framework for the forward bit-rate control method for a real-time MPEG video encoder. First, we propose bit-rate estimation and control algorithms based on the linear relationship between the actually generated bit count and the codeword count. Then, we also propose an encoder architecture for real-time MPEG video. Simulation results show that the proposed algo...

متن کامل

A Novel Comprehensive Taxonomy of Intelligent-Based Routing Protocols in Wireless Sensor Networks

Routing in ad-hoc networks, specifically intelligent-based ones, is a highly interested research topic in recent years. Most of them are simulation-based study. Large percentages have not even mentioned some of the fundamental parameters. This strictly reduces their validity and reliability. On the other hand, there is not a comprehensive framework to classify routing algorithms in wireless sen...

متن کامل

Minimax Frame Rate Control Using a Rate-Distortion Optimized Wavelet Coder

This paper proposes a frame rate-control scheme with a MINMAX distortion criterion in the framework of a rate-distortion optimized motion compensated embedded wavelet coder. The MINMAX criterion aims to minimize the maximum distortion in a group of pictures (GOP) for a given bit rate. The proposed frame level bit allocation scheme combined with R-D optimized within frame allocation allows preci...

متن کامل

SIDF: A Novel Framework for Accurate Surgical Instrument Detection in Laparoscopic Video Frames

Background and Objectives: Identification of surgical instruments in laparoscopic video images has several biomedical applications. While several methods have been proposed for accurate detection of surgical instruments, the accuracy of these methods is still challenged high complexity of the laparoscopic video images. This paper introduces a Surgical Instrument Detection Framework (SIDF) for a...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • Wireless Sensor Network

دوره 1  شماره 

صفحات  -

تاریخ انتشار 2009