• Title/Summary/Keyword: feature coding

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Intra Prediction Algorithm Using Adaptive Modes (적응모드를 이용한 화면 내 부호화 알고리즘)

  • Lim, Kyungmin;Lee, Jaeho;Kim, Seongwan;Pak, Daehyun;Lee, Sangyoun
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38A no.6
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    • pp.492-503
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    • 2013
  • H.264/AVC has shown high coding efficiency by using various coding tools, including intra and inter prediction. However, there are still many more redundancy components in intra prediction than in inter prediction. In this paper, a novel intra prediction method is proposed with adaptive mode selection. The combined intra prediction modes and simplified gradient modes are added in order to refine the directional feature and gradation region. Suitable modes are selected according to the neighboring blocks that provide a high compression rate and lower computational complexity. The improvement of the proposed method is 1.96% in terms of the bitrate, 0.25 dB in PSNR, and 1.72 times in terms of the computational complexity.

A study on improvement of SPIHT algorithm using redundancy bit removing for medical image (의료영상을 위한 중복비트 제거를 이용한 SPIHT 알고리즘의 개선에 관한 연구)

  • Park, Jae-Hong;Yang, Won-Seok;Park, Chul-Woo
    • Journal of the Korean Society of Radiology
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    • v.5 no.6
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    • pp.329-334
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    • 2011
  • This paper presents improvement of compression rate for SPIHT algorithm based on wavelet compression through redundancy bit removing. Proposed SPIHT algorithm uses a method to select of optimized threshold from feature of wavelet transform coefficients and removes sign bit only if coefficient is LL area. Finally Proposed SPIHT algorithm applies to Huffman coding. Experimental results show that the proposed algorithm achieves more improvement bit rate and more fast progressive transmission with low bit rate.

Creative Method of Post-modernism Expressed in Modern Fashion (현대패션에 표현된 포스트모더니즘의 창조방법)

  • Lee, Eun-Kyung
    • Korean Journal of Human Ecology
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    • v.11 no.3
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    • pp.287-299
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    • 2002
  • Post-modernism exists with different shapes in overall cultural phenomena. Among the creative methods of composing post-modernism, there are representation, parody, plural coding, trans avant-garde etc. Summing up the influence of creative method of post-modernism on modem fashion led to the following results. 1. The phenomenon appears that value and valuelessness are easily reversed, and things with historical and traditional meanings are being ignored. 2. The boundary between higher culture and public culture is being disorganized, and mixed imitation phenomenon ignoring the differences between male and female is emerging 3. The mental and historial aspects in fashion pattern are highly thought of and the trend to understand human body from the various angles emerges. 4. In the consumer-oriented society, it appears in the form of meanings to achieve the self-achievement in individual life, to express one's idea and desire in the esthetical point of views. 5. It shows that through arranging the striking things and the distorted things, it takes the compromised method of re-appreciating the existing ideas. The phenomena in the post-modernism occurring in fashion design forced the concept of the uniformed existing fashion to be changed, creating a various fashions. That can just be called the dehumanization trend in the era of post-modernism, which is the most important formative feature in modern fashion.

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A Preprocessing Technique of Gray Scale Image for Efficient Entropy Coding (효율적인 엔트로피부호화를 위한 명암도 등급 이미지의 전처리 기법)

  • Kim, Sun-Ja;Han, Deuk-Su;Park, Jung-Man;You, Kang-Soo;Lee, Jong-Ha;Kwak, Hoon-Sung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2005.05a
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    • pp.805-808
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    • 2005
  • 엔트로피부호화(entropy coding)는 텍스트와 같은 일반적인 데이터들을 효율적으로 압축하는 반면에, 이미지 데이터들에 대해서는 그 성능이 다소 저하된다. 본 논문에서는 이러한 단점을 개선시키기 위한 효율적인 전처리기법(preprocessing technique)을 소개한다. 제안한 전처리기법은 입력된 명암도 등급 이미지를 무손실 압축하기 이전에, 이미지 내에서 인접한 명암도 값들의 발생빈도(occurrence frequency)를 조사한다. 다음으로 각 픽셀 쌍들의 명암도 값들을 발생빈도에 기반한 순서화된 값(ordered number)들로 대체시킨 후, 최종적으로 엔트로피부호화에 의한 압축을 수행한다. 이와 같은 단계들을 거치면서 이미지 데이터의 통계적인 특성(statistical feature)이 보다 강화되기 때문에, 엔트로피부호화에서의 무손실 압축 성능을 효율적으로 개선시킬 수 있다. 실험을 통하여 256 명암도 등급 이미지들을 산술부호화와 허프만부호화를 사용하여 압축한 결과, 제안한 전처리기법이 압축 후 비트율(bit rate)을 최대 37.49%까지 감소시켰음을 확인하였다.

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Improvement of Set Partitioning Sorting Algorithm for Image Compression in Embedded System (임베디드 시스템의 영상압축을 위한 분할정렬 알고리즘의 개선)

  • Kim, Jin-Man;Ju, Dong-Hyun;Kim, Doo-Young
    • Journal of the Institute of Convergence Signal Processing
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    • v.6 no.3
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    • pp.107-111
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    • 2005
  • With the increasing use of multimedia technologies, image compression requires higher performance as well as new functionality in the informationized society. Specially, in the specific area of still image encoding in embedded system, a new standard, JPEG2000 that improve various problem of JPEG was developed. This paper proposed a method that reduce quantity of data delivered in EBCOT(Embedded Block Coding with Optimized Truncation) process using SPIHT(Set Partitioning in Hierarchical Trees) Algorithm to optimize selection of threshold from feature of wavelet transform coefficients and to remove sign bit in LL area for the increment of compression efficiency on JPEG2000. The experimental results showed the proposed algorithm achieves more improved bit rate in embedded system.

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Vision Based Position Control of a Robot Manipulator Using an Elitist Genetic Algorithm (엘리트 유전 알고리즘을 이용한 비젼 기반 로봇의 위치 제어)

  • Park, Kwang-Ho;Kim, Dong-Joon;Kee, Seok-Ho;Kee, Chang-Doo
    • Journal of the Korean Society for Precision Engineering
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    • v.19 no.1
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    • pp.119-126
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    • 2002
  • In this paper, we present a new approach based on an elitist genetic algorithm for the task of aligning the position of a robot gripper using CCD cameras. The vision-based control scheme for the task of aligning the gripper with the desired position is implemented by image information. The relationship between the camera space location and the robot joint coordinates is estimated using a camera-space parameter modal that generalizes known manipulator kinematics to accommodate unknown relative camera position and orientation. To find the joint angles of a robot manipulator for reaching the target position in the image space, we apply an elitist genetic algorithm instead of a nonlinear least square error method. Since GA employs parallel search, it has good performance in solving optimization problems. In order to improve convergence speed, the real coding method and geometry constraint conditions are used. Experiments are carried out to exhibit the effectiveness of vision-based control using an elitist genetic algorithm with a real coding method.

Entropy-Constrained Temporal Decomposition (엔트로피 제한 조건을 갖는 시간축 분할)

  • Lee Ki-Seung
    • The Journal of the Acoustical Society of Korea
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    • v.24 no.5
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    • pp.262-270
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    • 2005
  • In this paper, a new temporal decomposition method is proposed. where not oniy distortion but also entropy are involved in segmentation. The interpolation functions and the target feature vectors are determined by a dynamic Programing technique. where both distortion and entropy are simultaneously minimized. The interpolation functions are built by using a training speech corpus. An iterative method. where segmentation and estimation are iteratively performed. finds the locally optimum Points in the sense of minimizing both distortion and entropy. Simulation results -3how that in terms of both distortion and entropy. the Proposed temporal decomposition method Produced superior results to the conventional split vector-quantization method which is widely employed in the current speech coding methods. According to the results from the subjective listening test, the Proposed method reveals superior Performance in terms of qualify. comparing to the Previous vector quantization method.

GMM-Based Gender Identification Employing Group Delay (Group Delay를 이용한 GMM기반의 성별 인식 알고리즘)

  • Lee, Kye-Hwan;Lim, Woo-Hyung;Kim, Nam-Soo;Chang, Joon-Hyuk
    • The Journal of the Acoustical Society of Korea
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    • v.26 no.6
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    • pp.243-249
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    • 2007
  • We propose an effective voice-based gender identification using group delay(GD) Generally, features for speech recognition are composed of magnitude information rather than phase information. In our approach, we address a difference between male and female for GD which is a derivative of the Fourier transform phase. Also, we propose a novel way to incorporate the features fusion scheme based on a combination of GD and magnitude information such as mel-frequency cepstral coefficients(MFCC), linear predictive coding (LPC) coefficients, reflection coefficients and formant. The experimental results indicate that GD is effective in discriminating gender and the performance is significantly improved when the proposed feature fusion technique is applied.

Speech/Music Signal Classification Based on Spectrum Flux and MFCC For Audio Coder (오디오 부호화기를 위한 스펙트럼 변화 및 MFCC 기반 음성/음악 신호 분류)

  • Sangkil Lee;In-Sung Lee
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.16 no.5
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    • pp.239-246
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    • 2023
  • In this paper, we propose an open-loop algorithm to classify speech and music signals using the spectral flux parameters and Mel Frequency Cepstral Coefficients(MFCC) parameters for the audio coder. To increase responsiveness, the MFCC was used as a short-term feature parameter and spectral fluxes were used as a long-term feature parameters to improve accuracy. The overall voice/music signal classification decision is made by combining the short-term classification method and the long-term classification method. The Gaussian Mixed Model (GMM) was used for pattern recognition and the optimal GMM parameters were extracted using the Expectation Maximization (EM) algorithm. The proposed long-term and short-term combined speech/music signal classification method showed an average classification error rate of 1.5% on various audio sound sources, and improved the classification error rate by 0.9% compared to the short-term single classification method and 0.6% compared to the long-term single classification method. The proposed speech/music signal classification method was able to improve the classification error rate performance by 9.1% in percussion music signals with attacks and 5.8% in voice signals compared to the Unified Speech Audio Coding (USAC) audio classification method.

Protocol Analysis of Product Design Assignment based on Design Information and Design Process : A Case Study (제품디자인과제에 대한 디자인 정보와 프로세스에 기반한 프로토콜분석 사례연구)

  • Jin, Sun-Tai;Kim, Yong-Se
    • Archives of design research
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    • v.19 no.1 s.63
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    • pp.109-118
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    • 2006
  • A case study bas been conducted to explore design activities of four expert designers through protocol analysis, We examined relations among design information, process patterns and solution qualities with two complementary coding schemes based on design contents and design process, Relation between personal creativity modes and design activities has been examined as well. Regarding design process, an adequate distribution of activities in process may be necessary to bring out a good solution. It seemed that the more design contents about context, external knowledge, and general feature are used, the more unique design concepts are made. Regarding personal creativity modes, not much of differences in that design activity were observed while only a few relations between designer's personality and design activity were observed. The fact that the designers participated are all experienced designers could explain this. Investigation on the differences between novice designers and expert designer reflected in protocol data based on design information and design process coding scheme is to be done. Also, how personal process patterns observed through this protocol analysis can be utilized in composing design team.

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