• Title/Summary/Keyword: encoding

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Wavelet-based Feature Extraction Algorithm for an Iris Recognition System

  • Panganiban, Ayra;Linsangan, Noel;Caluyo, Felicito
    • Journal of Information Processing Systems
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    • v.7 no.3
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    • pp.425-434
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    • 2011
  • The success of iris recognition depends mainly on two factors: image acquisition and an iris recognition algorithm. In this study, we present a system that considers both factors and focuses on the latter. The proposed algorithm aims to find out the most efficient wavelet family and its coefficients for encoding the iris template of the experiment samples. The algorithm implemented in software performs segmentation, normalization, feature encoding, data storage, and matching. By using the Haar and Biorthogonal wavelet families at various levels feature encoding is performed by decomposing the normalized iris image. The vertical coefficient is encoded into the iris template and is stored in the database. The performance of the system is evaluated by using the number of degrees of freedom, False Reject Rate (FRR), False Accept Rate (FAR), and Equal Error Rate (EER) and the metrics show that the proposed algorithm can be employed for an iris recognition system.

Multiple-Bit Encodings of Bragg Photonic-structures by Using Consecutive Etch with Various Square Wave Currents

  • Lee, Bo-Yeon;Hwang, Minwoo;Cho, Hyun;Kim, Hee-Chol;Cho, Sungdong
    • Journal of Integrative Natural Science
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    • v.4 no.3
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    • pp.192-196
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    • 2011
  • New method to encode multiple photonic features of Bragg type reflector on silicon wafer has been investigated. Multiple bit encodes of distributed Bragg reflector features have been prepared by electrochemical etching of crystalline silicon by using various square wave current densities. Optical characterization of multi-encoding of distributed Bragg reflectors on porous silicon was achieved by Ocean optics 2000 spectrometer for the search of possible applications of multiple bit encoding of distributed Bragg reflectors such as multiplexed assays and chemical sensors. The morphology and cross-sectional structure of multi-encoded distributed Bragg reflectors was investigated by field emission scanning electron micrograph.

Parameter optimization for SVM using dynamic encoding algorithm

  • Park, Young-Su;Lee, Young-Kow;Kim, Jong-Wook;Kim, Sang-Woo
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.2542-2547
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    • 2005
  • In this paper, we propose a support vector machine (SVM) hyper and kernel parameter optimization method which is based on minimizing radius/margin bound which is a kind of estimation of leave-one-error. This method uses dynamic encoding algorithm for search (DEAS) and gradient information for better optimization performance. DEAS is a recently proposed optimization algorithm which is based on variable length binary encoding method. This method has less computation time than genetic algorithm (GA) based and grid search based methods and better performance on finding global optimal value than gradient based methods. It is very efficient in practical applications. Hand-written letter data of MNI steel are used to evaluate the performance.

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Output encoding methods for the design of insturction decoder (명령어 해독기 설계를 위한 출력 부호화 방법)

  • 김한흥;황승호;경종민
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.31A no.10
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    • pp.132-140
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    • 1994
  • In this paper, we consider the area-minimal implementation of the instruction decoder for microprogrammed processors such as modern CISC-type microprocessor. We formulate it as a constrained output encoding problem and, based on simulated annealing algorithm, propose efficient heuristic solution methods both for PLA and multi-level implementation of the decoder. Experimental results on various examples show that our methods produce, on the average, 10~40% reduction of the number of product terms for the PLA implementations and 9.8~34.4% reduction of the number of literal for the multi-level implementations compared to the results of random encoding method.

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A Novel Fractal Coding Method for Image Communication (영상통신을 위한 새로운 프랙탈 부호화 기법)

  • 김정일;김병천
    • Journal of the Korea Society of Computer and Information
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    • v.3 no.3
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    • pp.99-106
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    • 1998
  • This Paper proposes a novel fractal image method for image communication to shorten time to take on fractal encoding by using limited search area method and scaling method First, the original image is contracted respectively by half and by quarter with the scaling method. And then, the corresponding domain block of the quarter-sized image which is most similar with one range block of the half-sized image is searched within the limited area in order to reduce the encoding time extremely As the result of the evaluation, the proposed algorithm provided much shorter encoding time and better compression ratio with a little degradation of the decoded image quality than Jacquin's method.

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Affine Transform Coding for Image Transmission (영상 전송을 위한 어핀변환 부호화)

  • 김정일
    • Journal of the Korea Society of Computer and Information
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    • v.4 no.2
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    • pp.135-140
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    • 1999
  • This paper describes a affine transform coding which is reducing long time to take on image encoding by using scaling method and limited search area technique. For evaluating its performance, the proposed algorithm compare with Jacquin's method using traditional affine transform coding methods. Simulation results, the proposed algorithm considerably reduces encoding time by using scaling method and limited search area method. Also, the proposed algorithm provides much shorter encoding time with a little degradation of the decoded image quality than Jacquin's method.

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A Low Cmplexity Encoding Scheme for Coarse Granular Scalable Video Coding (스케일러블 비디오 부호화에서 CGS 화질 계위를 위한 저 복잡도 부호화 기법)

  • Lee, Bum-Shik;Kim, Mun-Churl;Hahm, Sang-Jin;Cho, In-Joon;Park, Chang-Seob
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.75-76
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    • 2008
  • A low complexity encoding scheme for coarse grain scalability is proposed. The proposed method exploits the statistics of residuals between current and reference blocks using the macroblock mode predicted from the previous quality layer. To test how the mode is optimal in the current layer, the statistical hypothesis testing for the variances of the residual sub-blocks is performed. The proposed method reduces the total encoding time up to 51% when three CGS scalability layers are encoded. However, the quality degradation and bit-rate increment of the each layer are negligible.

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Subjective Evaluation of Ultra-high Definition (UHD) Videos

  • Rahim, Tariq;Shin, Soo Young
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.6
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    • pp.2464-2479
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    • 2020
  • This paper presents a detailed subjective quality assessment for the ultra-high definition (UHD) videos having frame rates of 30fps and 60 fps. The subjective assessment is based on the ITU-R BT-500 recommendations, where double stimulus continuous quality scale (DSCQS-type II) test is performed for the evaluation of the perceived quality of the user's in terms of differential mean opinion score (DMOS). Encoding of the UHD videos by opting encoders i.e. H.264/AVC, H.265/HEVC, and VP9 at five different quantization parameter (QP) levels is done to investigate the perceived user's quality of experience (QoE) given as DMOS. Moreover, the encoding efficiency as the encoding time for each encoder and qualitative performance by employing full-reference (FR) quality metrics are presented in this work.

Fast Enhancement Layer Encoding Method using CU Depth Correlation between Adjacent Layers for SHVC

  • Kim, Kyeonghye;Lee, Seonoh;Ahn, Yongjo;Sim, Donggyu
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.6
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    • pp.260-264
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    • 2013
  • This paper proposes a fast enhancement layer coding method to reduce computational complexity for Scalable HEVC (SHVC) which is based on High Efficiency Video Coding (HEVC). The proposed method decreases encoding time by simplifying Rate Distortion Optimization (RDO)for enhancement layers (EL). The simplification is achieved by restricting CU depths based on the correlation of coding unit (CU) depths between adjacent layers and scalability (spatial or quality) of EL. Comparing with the performance of SHM 1.0 software encoder, the proposed method reduces the encoding time by up to 31.5%.

Adaptive coding algorithm using quantizer vector codebook in HDTV (양자화기 벡터 코드북을 이용한 HDTV 영상 적응 부호화)

  • 김익환;최진수;박광춘;박길흠;하영호
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.31B no.10
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    • pp.130-139
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    • 1994
  • Video compression algorithms are based on removing spatial and/or temproal redundancy inherent in image sequences by predictive(DPCM) encoding, transform encoding, or a combination of predictive and transform encoding. In this paper, each 8$\times$8 DCT coefficient of DFD(displaced frame difference) is adaptively quantized by one of the four quantizers depending on total distortion level, which is determined by characteristics of HVS(human visual system) and buffer status. Therefore, the number of possible quantizer selection vectors(patterns) is 4$^{64}$. If this vectors are coded, toomany bits are required. Thus, the quantizer selection vectors are limited to 2048 for Y and 512 for each U, V by the proposed method using SWAD(sum of weighted absolute difference) for discriminating vectors. The computer simulation results, using the codebook vectors which are made by the proposed method, show that the subjective and objective image quality (PSNR) are goor with the limited bit allocation. (17Mbps)

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