Hardware Realization of Low Complexity Video Encoder within Distributed Video Coding Framework
نویسندگان
چکیده
Distributed Video Coding is a new solution for video surveillance because of its low complexity of the encoder. This paper introduces Distributed Video Coding theory and traditional DVC framework, and come out a hardware realization on FPGA and gives optimization methods. This paper uses integer transformation instead of DCT to reduce the computational complexity and change the organization of bit-planes to reduce the latency. The results of experiments show that the Wyner-Ziv codec has similar rate-distortion performance to H.264 Intra codec while the temporal complexity of WZ codec is 10 times less than H.264 Intra codec. The hardware usage of WZ encoder is only 1/3 of H.264 encoder and shows the superiority of low complexity of encoder.
منابع مشابه
A Video Coding Framework with Spatial Scalability
A new video coding paradigm, distributed video coding, has been the focus of many recent studies. In this paper we present a simple video coding framework, based on the principles of distributed coding, that can be applied to any video coding standards with minor modifications. The framework allows spatial scalability of the non-reference frames, and does not need any feedback channel between t...
متن کاملDistributed video codec with complexity scalability based on mixed resolution coding
Recently, new requirements in video coding have emerged. These requirements include bandwidth fluctuation, quality of service and energy constraints. Typically, the encoder has a higher complexity, requiring more energy consumption than the decoder. A new paradigm in video coding, called distributed video coding, enables a reversed complexity coding mode, where the decoder requires more computa...
متن کاملTowards Rate-decoder Complexity Optimisation in Turbo-coder based Distributed Video Coding
Conventional hybrid video coding such as H.264 is compared to turbo-coder based Distributed Video Coding (DVC) from a complexity point of view. It is shown here that the overall workload in DVC can exceed that of H.264 by a substantial amount. Hence, DVC has the advantage of low-complexity encoding but at the price of high-complexity decoding, exceeding the encoder complexity of H.264. Given a ...
متن کاملالگوریتم جدید انتخاب حالت داخل فریمی سریع در استاندارد کدگذاری ویدیویی H.264/AVC
By the increasing of video communication in portable and functional devices, encoders design with low complexity and high performance are required. H.264 / AVC standard offers higher compression efficiency than previous standards. But this standard by employing several powerful coding techniques, considerably increased complexity at the encoder. This paper presents a new algorithm to reduc...
متن کاملDynamic Complexity Coding: Combining Predictive and Distributed Video Coding
In this paper a new video coding paradigm called dynamic complexity coding is presented. It combines conventional predictive coding techniques and distributed video coding concepts to create a codec that is able to adapt to the possibly varying complexity constraints imposed on both encoder and decoder. The main idea is to share the complex motion estimation computations in a dynamic way: if th...
متن کامل