Video coding with dynamic background

التفاصيل البيبلوغرافية
العنوان: Video coding with dynamic background
المؤلفون: Paul, Manoranjan, Lin, Weisi, Lau, Chiew Tong, Lee, Bu-Sung
بيانات النشر: BioMed Central Ltd.
سنة النشر: 2013
المجموعة: BioMed Central
مصطلحات موضوعية: Motion estimation, Video coding, H.264, Multiple reference frame, Scene change detection, Adaptive GOP, Uncovered background, Motion compensation
الوصف: Motion estimation (ME) and motion compensation (MC) using variable block size, sub-pixel search, and multiple reference frames (MRFs) are the major reasons for improved coding performance of the H.264 video coding standard over other contemporary coding standards. The concept of MRFs is suitable for repetitive motion, uncovered background, non-integer pixel displacement, lighting change, etc. The requirement of index codes of the reference frames, computational time in ME & MC, and memory buffer for coded frames limits the number of reference frames used in practical applications. In typical video sequences, the previous frame is used as a reference frame with 68–92% of cases. In this article, we propose a new video coding method using a reference frame [i.e., the most common frame in scene (McFIS)] generated by dynamic background modeling. McFIS is more effective in terms of rate-distortion and computational time performance compared to the MRFs techniques. It has also inherent capability of scene change detection (SCD) for adaptive group of picture (GOP) size determination. As a result, we integrate SCD (for GOP determination) with reference frame generation. The experimental results show that the proposed coding scheme outperforms the H.264 video coding with five reference frames and the two relevant state-of-the-art algorithms by 0.5–2.0 dB with less computational time.
نوع الوثيقة: report
اللغة: English
العلاقة: http://asp.eurasipjournals.com/content/2013/1/11Test
الإتاحة: http://asp.eurasipjournals.com/content/2013/1/11Test
حقوق: Copyright 2013 Paul et al.; licensee Springer.
رقم الانضمام: edsbas.2BCBD767
قاعدة البيانات: BASE