• Title/Summary/Keyword: adaptive loop filter

Search Result 78, Processing Time 0.023 seconds

Deblocking Filter 및 Adaptive Loop Filter

  • Choe, Hae-Cheol
    • Broadcasting and Media Magazine
    • /
    • v.15 no.4
    • /
    • pp.66-76
    • /
    • 2010
  • HEVC(High Efficiency Video Coding)는 현재 표준화가 진행되고 있는 새로운 비디오 부호화 표준의 가칭이다. 이 표준화에서는 H.264/AVC를 넘어선 높은 부호화 성능을 갖기 위해서 다양한 방법들이 논의되고 있으며, 그 중에서 deblocking filter 및 adaptive loop filter 기술에 대해 본 고에서 설명하고자 한다. 기술적으로 deblokcing 필터와 adaptive loop filter는 양자화 및 부호화 연산과 정에서 손실되는 정보를 줄이기 위해 복원된 영상에 필터링을 수행함으로써주관적화질을향상시키기위한기술이다.

Carrier Tracking Loop using the Adaptive Two-Stage Kalman Filter for High Dynamic Situations

  • Kim, Kwang-Hoon;Jee, Gyu-In;Song, Jong-Hwa
    • International Journal of Control, Automation, and Systems
    • /
    • v.6 no.6
    • /
    • pp.948-953
    • /
    • 2008
  • In high dynamic situations, the GPS carrier tracking loop requires a wide bandwidth to track a carrier signal because the Doppler frequency changes more rapidly with time. However, a wide bandwidth allows noises within the bandwidth of the tracking loop to pass through the loop filter. As these noises are used in the numerical controlled oscillator(NCO), the carrier tracking loop of a GPS receiver shows a degraded performance in high dynamic situations. To solve this problem, an adaptive two-stage Kalman filter, which offers the NCO a less noisy phase error, can be used. This filter is based on a carrier phase dynamic model and can adapt to an incomplete dynamic model and a quickly changed Doppler frequency. The performance of the proposed tracking loop is verified by several simulations.

Performance evaluation of CNN-based in-loop filter for HEVC (CNN 기반 HEVC 루프 필터의 성능 비교)

  • Lee, So Yoon;Hong, Jin Hyung;Oh, Byung Tae
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2017.11a
    • /
    • pp.74-76
    • /
    • 2017
  • In this paper, we introduce the CNN-based in-loop technology for HEVC, and analyze the performance of these algorithms through comparative experiments. The current in-loop filters in HEVC are composed of a deblocking filter that removes noise and a sample adaptive offset filter that compensates for signal offsets. A couple of CNN-based filters replacing the roles of these two algorithms are selected and compared.

  • PDF

Missile two-loop acceleration autopilot design based on 𝓛1 adaptive output feedback control

  • He, Shao-Ming;Lin, De-Fu
    • International Journal of Aeronautical and Space Sciences
    • /
    • v.15 no.1
    • /
    • pp.74-81
    • /
    • 2014
  • This article documents the design of a novel two-loop acceleration autopilot based on $\mathcal{L}_1$ adaptive output feedback control for tail-controlled missiles. The inner loop is an adaptive angle-of-attack tracking loop and the outer loop is the traditional PI controller for error compensation. A systematic low-pass filter design procedure is provided for minimum phase system and is applied to the inner loop design while the parameters of the outer loop are obtained from the multi-objective optimization problem. The effectiveness of the proposed autopilot is verified through numerical simulations under various conditions.

Enhanced Block-Based Adaptive Loop Filter with Multiple Symmetric Structures for Video Coding

  • Lee, Ha-Hyun;Lim, Sung-Chang;Choi, Hae-Chul;Jeong, Se-Yoon;Kim, Jong-Ho;Choi, Jin-Soo
    • ETRI Journal
    • /
    • v.32 no.4
    • /
    • pp.626-629
    • /
    • 2010
  • In this letter, we present an enhanced block-based adaptive loop filter (E-BALF) with multiple filter symmetric structures. The E-BALF adapts various filter symmetric structures in a rate-distortion optimization sense, reflecting the statistical properties of each image in a video sequence. Experimental results show that the proposed method achieves a reduction in the Bj${\phi}$ntegaard delta (BD)-bitrate by an average of 9.60% compared with Joint Model 11.0 of H.264/AVC. Compared to the state-of-the-art BALF, a reduction of up to 1.13% in BD-bitrate is achieved.

Adaptive Rate-Distortion Optimized Multiple Loop Filtering Algorithm (적응적 율-왜곡 최적 다중 루프 필터 기법)

  • Hong, Soon-Gi;Choe, Yoon-Sik;Kim, Yong-Goo
    • Journal of Broadcast Engineering
    • /
    • v.15 no.5
    • /
    • pp.617-630
    • /
    • 2010
  • At 37th VCEG meeting in Jan. 2009, Toshiba proposed Quadtree-based Adaptive Loop Filter (QALF). The basic concept of QALF is to apply Wiener filter to decoded image after the conventional deblocking filter and to represent the filter on/off flag data for each basic filtering unit in a more efficient way of quadtree structure. QALF could enhance the compression performance of around more than 9%, but the structure of one filter for a decoded frame leaves room for further improvement in the sense that optimal filter for one region of a frame could quite different from the optimal filter for other parts of a picture. This paper proposes multiple adaptive loop filters for better utilization of local characteristics of decoded frame to optimize the region-based Wiener filters. Additional filters, proposed in this paper, cover separate spatial area of each decoded frame according to the performance of previously designed filter(s) to provide the flexibility of rate-distortion based selection of the number of filters.

Adaptive In-loop Filter Method for High-efficiency Video Coding (고효율 비디오 부호화를 위한 적응적 인-루프 필터 방법)

  • Jung, Kwang-Su;Nam, Jung-Hak;Lim, Woong;Jo, Hyun-Ho;Sim, Dong-Gyu;Choi, Byeong-Doo;Cho, Dae-Sung
    • Journal of Broadcast Engineering
    • /
    • v.16 no.1
    • /
    • pp.1-13
    • /
    • 2011
  • In this paper, we propose an adaptive in-loop filter to improve the coding efficiency. Recently, there are post-filter hint SEI and block-based adaptive filter control (BAFC) methods based on the Wiener filter which can minimize the mean square error between the input image and the decoded image in video coding standards. However, since the post-filter hint SEI is applied only to the output image, it cannot reduce the prediction errors of the subsequent frames. Because BAFC is also conducted with a deblocking filter, independently, it has a problem of high computational complexity on the encoder and decoder sides. In this paper, we propose the low-complexity adaptive in-loop filter (LCALF) which has lower computational complexity by using H.264/AVC deblocking filter, adaptively, as well as shows better performance than the conventional method. In the experimental results, the computational complexity of the proposed method is reduced about 22% than the conventional method. Furthermore, the coding efficiency of the proposed method is about 1% better than the BAFC.

Complexity Reduction of an Adaptive Loop Filter Based on Local Homogeneity

  • Li, Xiang;Ahn, Yongjo;Sim, Donggyu
    • IEIE Transactions on Smart Processing and Computing
    • /
    • v.6 no.2
    • /
    • pp.93-101
    • /
    • 2017
  • This paper proposes an algorithm for adaptive loop filter (ALF) complexity reduction in the decoding process. In the original ALF algorithm, filtering for I frames is performed in the frame unit, and thus, all of the pixels in a frame are filtered if the current frame is an I frame. The proposed algorithm is designed on top of the local gradient calculation. On both the encoder side and the decoder side, homogeneous areas are checked and skipped in the filtering process, and the filter coefficient calculation is only performed in the inhomogeneous areas. The proposed algorithm is implemented in Joint Exploration Model (JEM) version 3.0 future video coding reference software. The proposed algorithm is applied for frame-level filtering and intra configuration. Compared with the JEM 3.0 anchor, the proposed algorithm has 0.31%, 0.76% and 0.73% bit rate loss for luma (Y) and chroma (U and V), respectively, with about an 8% decrease in decoding time.

A New Orthogonal Signal Generator with DC Offset Rejection for Single-Phase Phase Locked Loops

  • Huang, Xiaojiang;Dong, Lei;Xiao, Furong;Liao, Xiaozhong
    • Journal of Power Electronics
    • /
    • v.16 no.1
    • /
    • pp.310-318
    • /
    • 2016
  • This paper presents a new orthogonal signals generator (OSG) with DC Offset rejection for implementing a phase locked loop (PLL) in single-phase grid-connected power systems. An adaptive filter (AF) based on the least mean square (LMS) algorithm is used to constitute the OSG in this study. The DC offset in the measured grid voltage signal can be significantly rejected in the developed OSG technique. This generates two pure orthogonal signals that are free from the DC offset. As a result, the DC offset rejection performance of the presented single-phase phase locked loop (SPLL) can be enhanced. A mathematical model of the developed OSG and the principle of the adaptive filter based SPLL (AF-SPLL) are presented in detail. Finally, simulation and experimental results demonstrate the feasibility of the proposed AF-SPLL.

Hardware Design of High Performance In-loop Filter in HEVC Encoder for Ultra HD Video Processing in Real Time (UHD 영상의 실시간 처리를 위한 고성능 HEVC In-loop Filter 부호화기 하드웨어 설계)

  • Im, Jun-seong;Dennis, Gookyi;Ryoo, Kwang-ki
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2015.10a
    • /
    • pp.401-404
    • /
    • 2015
  • This paper proposes a high-performance in-loop filter in HEVC(High Efficiency Video Coding) encoder for Ultra HD video processing in real time. HEVC uses in-loop filter consisting of deblocking filter and SAO(Sample Adaptive Offset) to solve the problems of quantization error which causes image degradation. In the proposed in-loop filter encoder hardware architecture, the deblocking filter and SAO has a 2-level hybrid pipeline structure based on the $32{\times}32CTU$ to reduce the execution time. The deblocking filter is performed by 6-stage pipeline structure, and it supports minimization of memory access and simplification of reference memory structure using proposed efficient filtering order. Also The SAO is implemented by 2-statge pipeline for pixel classification and applying SAO parameters and it uses two three-layered parallel buffers to simplify pixel processing and reduce operation cycle. The proposed in-loop filter encoder architecture is designed by Verilog HDL, and implemented by 205K logic gates in TSMC 0.13um process. At 110MHz, the proposed in-loop filter encoder can support 4K Ultra HD video encoding at 30fps in realtime.

  • PDF