• Title/Summary/Keyword: ME추정

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Motion Estimation Skipping Technique for Fast Motion Estimation (고속 움직임 추정을 위한 움직임 추정 생략 기법)

  • 강현수;박성모
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.7C
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    • pp.726-732
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    • 2003
  • The paper proposes a motion estimation (ME) technique to reduce computational complexity. It is achieved by skipping ME process for macro-blocks decided to be in no need of the operation. Thus, it is called ME skipping technique(MEST). In general, the ME is composed of integer pixel precision ME (IME) followed by half pixel precision ME (HME). The MEST is performed just before an IME process and makes a decision on skipping the IME process according to a criterion based on ME errors of adjacent macro-blocks (MBs) already encoded. When the IME process for a MB is decided to be skipped, which is called ME skip mode, the IME process is skipped and the integer pixel precision motion vector of the MB is just replaced by a predicted vector and used as the input of HME. On the other hands, the IME processes for MBs in ME non-skip mode are not skipped but normally performed. Accordingly, the MEST is very effective to reduce computational complexity when MBs in ME skip mode is abundant. In addition, when the MEST is applied to video encoder, it contributes to more accurate rate control and more robusaess for channel errors. It is experimentally shown that the MEST has the above advantages while maintaining good reconstructed image quality.

New Efficient Motion Compensated Frame Interpolation Method by Overlapped Block Motion Estimation (중첩 블록 기반 움직임 추정에 의한 중간 영상 합성 기법)

  • 하태현;이성주;김성식;성준호;김재석
    • Journal of Broadcast Engineering
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    • v.9 no.1
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    • pp.54-63
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    • 2004
  • A new motion compensated frame Interpolation (MCI) algorithm by block based motion estimation (BME) is proposed. The block for the BME is composed of a large overlapped block for practical object motion estimation (ME) and a small block (which has a coinciding center with the ME-block) for the more precise motion compensated image description. Pixels in the block for the ME are sub-sampled to reduce computational complexity. The proposed method is executed with the various ME-blocks which have different size and sub-sampling ratio, and compared to the conventional method.

사료의 대사 에너지 측정 및 대사 에너지가에 영향을 미치는 요인

  • 최진호
    • KOREAN POULTRY JOURNAL
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    • v.5 no.1 s.39
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    • pp.95-99
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    • 1973
  • 사료중에 포함된 총에너지는 이것이 전량 동물에게 이용되는 것이 아니고 여러가지 형태로서 손실이 일어나는 것이다. 분과 뇨 그리고 열량증가로서의 에너지의 손실을 공제하고 실제로 동물에게 이용되는 에너지를 정미 에너지라고 하며 정미에너지는 다시 생산과 유지에 쓰이기 위한 것이다. 동물에게 실제로 이용되는 유효에너지인 정미에너지가를 추정하는데는 가소화에너지, 대사에너지, 생산에너지가 흔히 사용되고 있으나 그중에서 구하기가 비교적 쉽고 유효에너지의 훌륭한 척도가 될 수 있는 대사에너지(ME)의 개념이 가장 많이 쓰이고 있다. 대사에너지의 약점은 동물의 체내에서 일어나는 에너지의 손실중 열량증가(Specific dynamic action)로서의 손실을 고려하지 않았다는데 있으며 이로 인해서 몇가지 문제점들이 발견되고 있으나 지금까지 많은 연구가 이루어져 왔으며 앞으로도 계속해서 검토되어야 할 것이다. 성장중의 병아리를 대상으로 ME를 추정하는 방법은 많은 학자들에 의해서 창안되었으며 실제로 많은 단미사료의 ME함량에 대한 데이타는 손쉽게 구할 수 있다. 그러나 산란계를 대상으로 한 시험은 많지 않았으며 병아리로부터 얻어진 데이타를 산란계에 적용하고 있는 실정인바, 어떤 사료에 대해서는 병아리와 산란계 사이에 이용성이 다를 수 있다는 점에서 앞으로는 보다 많은 단미사료에 대해서 산란계로부터 직접 측정하여 이용함이 바람직하다. 생물학적인 사양시험을 통해서 직접 측정된 ME가와 그 사료의 화학적 성분함량과의 관계를 조사함으로써 화학적 조성으로 ME가를 추정하는 방법의 개발은 그 추정치가 반드시 정확하지는 않다 하더라도 사전 지식이 없는 새로운 단미 사료에 부딛쳤을때 그 사료의 대략적인 에너지가를 짐작하는데 도움을 준다. 각종 단미사료의 ME함량에 대해서 우리나라에서 측정된 자료가 많지 않고 대부분 외국의 데이타를 이용하고 있는 실정인바 앞으로는 우리나라에서 실제 사용되고 있는 많은 단미사료에 대한 ME가 직접 국내에서 측정, 이용되어야 할 것으로 생각한다.

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A Comparative Analysis of Maximum Entropy and Analytical Models for Assessing Kapenta (Limnothrissa miodon) Stock in Lake Kariba (카리브호수 카펜타 자원량 추정을 위한 최대엔트피모델과 분석적 모델의 비교분석)

  • Tendaupenyu, Itai Hilary;Pyo, Hee-Dong
    • Environmental and Resource Economics Review
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    • v.26 no.4
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    • pp.613-639
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    • 2017
  • A Maximum Entropy (ME) Model and an Analytical Model are analyzed in assessing Kapenta stock in Lake Kariba. The ME model estimates a Maximum Sustainable Yield (MSY) of 25,372 tons and a corresponding effort of 109,731 fishing nights suggesting overcapacity in the lake at current effort level. The model estimates a declining stock from 1988 to 2009. The Analytical Model estimates an Acceptable Biological Catch (ABC) annually and a corresponding fishing mortality (F) of 1.210/year which is higher than the prevailing fishing mortality of 0.927/year. The ME and Analytical Models estimate a similar biomass in the reference year 1982 confirming that both models are applicable to the stock. The ME model estimates annual biomass which has been gradually declining until less than one third of maximum biomass (156,047 tons) in 1988. It implies that the stock has been overexploited due to yieldings over the level of ABC compared to variations in annual catch, even if the recent prevailing catch levels were not up to the level of MSY. In comparison, the Analytical Model provides a more conservative value of ABC compared to the MSY value estimated by the ME model. Conservative management policies should be taken to reduce the aggregate amount of annual catch employing the total allowable catch system and effort reduction program.

A Study of Generalized Maximum Entropy Estimator for the Panel Regression Model (패널회귀모형에서 최대엔트로피 추정량에 관한 연구)

  • Song, Seuck-Heun;Cheon, Soo-Young
    • The Korean Journal of Applied Statistics
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    • v.19 no.3
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    • pp.521-534
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    • 2006
  • This paper considers a panel regression model with ill-posed data and proposes the generalized maximum entropy(GME) estimator of the unknown parameters. These are natural extensions from the biometries, statistics and econometrics literature. The performance of this estimator is investigated by using of Monte Carlo experiments. The results indicate that the GME method performs the best in estimating the unknown parameters.

Adaptive Search Range Decision for Accelerating GPU-based Integer-pel Motion Estimation in HEVC Encoders (HEVC 부호화기에서 GPU 기반 정수화소 움직임 추정을 고속화하기 위한 적응적인 탐색영역 결정 방법)

  • Kim, Sangmin;Lee, Dongkyu;Sim, Dong-Gyu;Oh, Seoung-Jun
    • Journal of Broadcast Engineering
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    • v.19 no.5
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    • pp.699-712
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    • 2014
  • In this paper, we propose a new Adaptive Search Range (ASR) decision algorithm for accelerating GPU-based Integer-pel Motion Estimation (IME) of High Efficiency Video Coding (HEVC). For deciding the ASR, we classify a frame into two models using Motion Vector Differences (MVDs) then adaptively decide the search ranges of each model. In order to apply the proposed algorithm to the GPU-based ME process, starting points of the ME are decided using only temporal Motion Vectors (MVs). The CPU decides the ASR as well as the starting points and transfers them to the GPU. Then, the GPU performs the integer-pel ME. The proposed algorithm reduces the total encoding time by 37.9% with BD-rate increase of 1.1% and yields 951.2 times faster ME against the CPU-based anchor. In addition, the proposed algorithm achieves the time reduction of 57.5% in the ME running time with the negligible coding loss of 0.6%, compared with the simple GPU-based ME without ASR decision.

Improving the Usage of the Korea Meteorological Administration's Digital Forecasts in Agriculture: V. Field Validation of the Sky-condition based Lapse Rate Estimation Scheme (기상청 동네예보의 영농활용도 증진을 위한 방안: V. 하늘상태 기반 기온감률 추정기법의 실용성 평가)

  • Kim, Soo-ock;Yun, Jin I.
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.18 no.3
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    • pp.135-142
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    • 2016
  • The aim of this study was to confirm the improvement of efficiency for temperature estimation at 0600 and 1500 LST by using a simple method for estimating temperature lapse rate modulated by the amount of clouds in comparison with the case adopting the existing single temperature lapse rate ($-6.5^{\circ}C/km$ or $-9^{\circ}C/km$). A catchment of the 'Hadong Watermark2,' which includes Hadong, Gurye, and Gwangyang was selected as the area for evaluating the practicality of the temperature lapse rate estimation method. The weather data of 0600 and 1500 LST at 12 weather observation sites within the catchment were collected during the entire year of 2015. Also, the 'sky condition' of digital forecast products of KMA in 2015 ($5{\times}5km$ lattice resolution) were overlapped with the catchment of the 'Hadong Watermark2,' to calculate the spatial average value within the catchment, which were used to simulate the 0600 and 1500 LST temperature lapse rate of the catchment. The estimation errors of the temperatures at 0600 LST were ME $-0.39^{\circ}C$ and RMSE $1.45^{\circ}C$ in 2015, when applying the existing temperature lapse rate. Using the estimated temperature lapse rate, they were improved to ME $-0.19^{\circ}C$ and RMSE $1.32^{\circ}C$. At 1500 LST, the effect of the improvements found from the comparison between the existing temperature lapse rate and the estimated temperature lapse rate were minute, because the estimated lapse rate of clear days is not very different from the existing lapse rate. However, the estimation errors of the temperatures at 1500 LST during cloudy days were improved from ME $-0.69^{\circ}C$, RMSE $1.54^{\circ}C$ to ME $-0.51^{\circ}C$, RMSE $1.19^{\circ}C$.

A Fast Half Pixel Motion Estimation Method based on the Correlations between Integer pixel MVs and Half pixel MVs (정 화소 움직임 벡터와 반 화소 움직임 벡터의 상관성을 이용한 빠른 반 화소 움직임 추정 기법)

  • Yoon HyoSun;Lee GueeSang
    • The KIPS Transactions:PartB
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    • v.12B no.2 s.98
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    • pp.131-136
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    • 2005
  • Motion Estimation (ME) has been developed to remove redundant data contained in a sequence of image. And ME is an important part of video encoding systems, since it can significantly affect the qualify of an encoded sequences. Generally, ME consists of two stages, the integer pixel motion estimation and the half pixel motion estimation. Many methods have been developed to reduce the computational complexity at the integer pixel motion estimation. However, the studies are needed at the half pixel motion estimation to reduce the complexity. In this paper, a method based on the correlations between integer pixel motion vectors and half pixel motion vectors is proposed for the half pixel motion estimation. The proposed method has less computational complexity than the full half pixel search method (FHSM) that needs the bilinear interpolation of half pixels and examines nine half pixel points to the find the half pixel motion vector. Experimental results show that the speedup improvement of the proposed method over FHSM can be up to $2.5\~80$ times faster and the image quality degradation is about to $0.07\~0.69(dB)$.

Efficient Loop Accelerator for Motion Estimation Specific Instruction-set Processor (움직임 추정 전용 프로세서를 위한 효율적인 루프 가속기)

  • Ha, Jae Myung;Jung, Ho Sun;Sunwoo, Myung Hoon
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.7
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    • pp.159-166
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    • 2013
  • This paper proposes an efficient loop accelerator for a motion estimation specific instruction-set processor. ME algorithms in nature contain complex and multiple loop operations. To support efficient hardware (HW) loop operations, this paper introduces four loop instructions and their specific HW architecture. The simulation results show that the proposed loop accelerator can reduce about 29% average instruction cycles for ME early-termination schemes compared with typical implementation having a combination of compare and conditional jump instructions. The proposed loop accelerator of the motion estimation specific instruction-set processor can significantly reduce the number of program memory accesses and greatly save power consumption. Hence, it can be quite suitable for low power and flexible ME implementation.

Fast Motion Estimation Algorithm for Efficient MPEG-2 Video Transcoding with Scan Format Conversion (스캔 포맷 변환이 있는 효율적인 MPEG-2 동영상 트랜스코딩을 위한 고속 움직임 추정 기법)

  • 송병철;천강욱
    • Journal of Broadcast Engineering
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    • v.8 no.3
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    • pp.288-296
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    • 2003
  • ATSC (Advanced Television System Committee) has specified 18 video formats for DTV (Digital Television), e.g., scan format, size format, and frame rate format conversion. Effective MPEG-2 video transcoders should support any conversion between the above-mentioned formats. Scan format conversion Is hard to Implement because it may often induce frame rate and size format conversion together. Especially. because of picture type conversion caused by scan format conversion, the computational burden of motion estimation (ME) in transcoding becomes serious. This paper proposes a fast ME algorithm for MPEG-2 video transcoding supporting scan format conversion. Firstly, we extract and compose a set of candidate motion vectors (MVs) from the input bit-stream to comply with the re-encoding format. Secondly, the best MV is chosen among several candidate MVs by using a weighted median selector. Simulation results show that the proposed ME algorithm provides outstanding PSNR performance close to full search ME, while reducing the transcoding complexity significantly.