Block boundary matching algorithm for generating side information in distributed video codec

نویسندگان

  • Kwang-Hyun Choi
  • Jae-Yung Lee
  • Byeung-Woo Jeon
  • Jong-Ki Han
چکیده

Distributed video codec (DVC) has been developed to construct a simple encoder that utilizes information theory for distributed sources in the circumstance of mobile multimedia communication. In the DVC codec, an efficient algorithm to generate side information (SI) is one of the most important techniques to improve the coding performance. We propose a scheme to increase the quality of SI frame, where the proposed scheme consists of three steps. In the first step, SI frame is constructed by motion estimation and motion compensation in the DVC decoder. Then, in the second step, the blocks in the temporary SI frame are classified into reliable or unreliable ones. The unreliable blocks are updated by block boundary matching algorithm in the third step. Simulation results show that the proposed algorithm outperforms the conventional methods significantly. In addition, the proposed scheme can be combined with the conventional schemes generating SI frame to increase the coding performance of the DVC codec. 1 Introduction In the last few years, a variety of mobile multimedia devices have been developed and become popular. The end-users would like to capture various scenes and to send those through up-link channels. Usually, the capability of the mobile devices that the end-users have is constrained with low-power and low-CPU speed. In this circumstance, the conventional video codecs, such as MPEG-2, H.264/AVC, and MPEG-4, are not appropriate for the portable devices because those codecs need the high power to encode video sequences. Thus, demand for simple and low-power video encoder has been continuously increasing. Distributed video codec (DVC) is one of the solutions to encode video sequence with low complexity on the encoder side. The complexity of DVC encoder is significantly lower than those of the conventional encoders. DVC codec is regarded as an advanced codec that is appropriate for low power applications such as wireless surveillance, sensor network , and mobile camera phones. DVC had been developed based on Slepian–Wolf 1 and the Wyner–Ziv 2 theorems which had proved that two signals can be decoded with prediction on the decoder side after those signals have been encoded without prediction between them on the encoder side. A theoretical method for lossless coding with side information (SI) was performed in Ref. 1. This method is referred to as Slepian–Wolf coding and is used with a channel-coding scheme. Slepian–Wolf coding was extended to a lossy compression by Wyner and Ziv. 2,3 The Wyner–Ziv codec consists …

برای دانلود 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

An Efficient Adaptive Boundary Matching Algorithm for Video Error Concealment

Sending compressed video data in error-prone environments (like the Internet and wireless networks) might cause data degradation. Error concealment techniques try to conceal the received data in the decoder side. In this paper, an adaptive boundary matching algorithm is presented for recovering the damaged motion vectors (MVs). This algorithm uses an outer boundary matching or directional tempo...

متن کامل

الگوریتم انطباق مرزی ترکیبی و سریع برای اختفای خطای زمانی داده‌های ویدئویی

Despite data resilient methods against error that are applied on video data in transmitter side, occurringerror along video data transferring for communication channels is inevitable. Error concealment is a useful method for improving the quality of damaged videos in receiver side. In this paper, a fast and hybrid boundary matching algorithm is presented for more accurate estimating of damaged ...

متن کامل

Improved Side Information Generation For Distributed Video Coding

As a new coding paradigm, Distributed Video Coding (DVC) deals with lossy source coding using side information to exploit the statistics at the decoder to reduce computational demands at the encoder. The performance of DVC highly depends on the quality of side information. With a better side information generation method, fewer bits will be requested from the encoder and more reliable decoded f...

متن کامل

Improving hash-based Wyner-Ziv video coding using genetic algorithms

This work aims at improving the quality of the side information in distributed video coding. A novel technique for the fusion of multiple side information is developed for this purpose. Based on genetic algorithms, the proposed frame fusion technique incurs no additional complexity at the encoder side, in case of hash-based distributed video coding. Simulation results show a significant improve...

متن کامل

Steinbach, Wiegand, Girod: Using Multiple Global Motion Models for Improved Block-Based Video Coding, submitted to ICIP'99 USING MULTIPLE GLOBAL MOTION MODELS FOR IMPROVED BLOCK-BASED VIDEO CODING

We present a new motion representation and estimation scheme that leads to improved coding eeciency of block-based video coders like e.g. H.263. The proposed scheme is based on motion-compensated prediction from more than one reference frame. The reference pictures are warped versions of the previously decoded frame. AAne motion parameters are used as warping parameters approximating the motion...

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

برای دانلود 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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013