• Title/Summary/Keyword: Image Coding

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An efficient VLSI Implementation of the 2-D DCT with the Algorithm Decomposition (알고리즘 분해를 이용한 2-D DCT)

  • Jeong, Jae-Gil
    • The Journal of Natural Sciences
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    • v.7
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    • pp.27-35
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    • 1995
  • This paper introduces a VLSI (Very Large Scale Integrated Circuit) implementation of the 2-D Discrete Cosine Transform (DCT) with an application to image and video coding. This implementation, which is based upon a state space model, uses both algorithm and data partitioning to achieve high efficiency. With this implementation, the amount of data transfers between the processing elements (PEs) are reduced and all the data transfers are limitted to be local. This system accepts the input as a progressively scanned data stream which reduces the hardware required for the input data control module. With proper ordering of computations, a matrix transposition between two matrix by matrix multiplications, which is required in many 2-D DCT systems based upon a row-column decomposition, can be also removed. The new implementation scheme makes it feasible to implement a single 2-D DCT VLSI chip which can be easily expanded for a larger 2-D DCT by cascading these chips.

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Conversion of Radiology Report into DICOM SR (의료 영상 판독 결과의 DICOM SR 변환)

  • Kim Yong-Soo;Shin Seung-Yong
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.3 s.35
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    • pp.331-337
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    • 2005
  • 'Supplement 23:DICOM SR' announced on April 2000 made possible co-relations between the clinical reports and human body parts by standardizing the exchange of clinical information. DICOM SR uses its own coding schemes and values to represent information, which convey hierarchically structured content items. This paper analyzes radiology reports produced in HIS(Hospital Information System) and categorizes content structures into three parts such as, finding, conclusion, and recommendation, and implements a system which can be used by clinicians. Digital X-ray images and their reports have been managed separately. Since the report made by DICOM SR can refer to images, the integrated information of reports and images is possible.

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Noise Shaping effects of Signal-blurred DPCM (신호 몽롱화 예측부호화의 잡음 천이 특성)

  • 황재정;이문호
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.16 no.10
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    • pp.964-971
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    • 1991
  • In DPCM coder which has flat notse distributions, reconstruction noises might be shaped or transferred to hign frequency portion using the relevant noise reduction loop under the constraints of image compression. Noise shaping filter directly in loop can be used, but we shows the complete characteristics of signal blurred DPCM coder in view of data compression and noise processing. Equi weighting in bluming procedure of prefilter is introduced and the blurred signal is restored by debiurning postfilter. Noise shaping tegion on two dimensional frequency domain depends upon the size of masking filter. In spite of its noise increments by the signal blurring, the algonthm is effective for the visually relevant coding which has low pass freqency properties.

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A Study on the Arithmetic Coding for Applications to Fax Machines (산술부호화 방식의 FAX 응용을 위한 연구)

  • 조석팔;진용옥
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.16 no.12
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    • pp.1382-1397
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    • 1991
  • The QM-Coder based on the recommandation of the JBIG committee has been studied for applying it to G3 FAX. In the point of view of implementation. the QM-Coder is modified to have following properties : 1) initialized at each start of the new line for protecting the error propagation, 2) pixel context for error estimation, fill bit insertion to meet minimum scan line time of 10 msec. and it is found that the modified QM-Coder is useful for encoding half tone images for low end G3 FAX machine, For higher compression ration than QM-Coder in encoding of the image binarized by ordered orther thchniques, a rearranging process before applying the QM-Coder is used and the resultant compression ratic was increased 1.13∼1.31 times than that of the conventional QM-Coder.

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Fast Rate Distortion Optimization Algorithm for Inter Predictive Coding of H.264/AVC (H.264/AVC의 인터 예측 부호화를 위한 고속 율왜곡 최적화 알고리즘)

  • Sin, Se-Ill;Oh, Jeong-Su
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.1C
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    • pp.56-62
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    • 2009
  • In H.264/AVC, rate distortion optimization algorithm is used to decide the best block mode from various block modes. It improves a bit rate but greatly increases an amount of computation. This paper proposes a fast rate distortion optimization algorithm that omits a rate distortion optimization adaptively by predicting its cost from the cost calculated for motion estimation. The simulation results show that the proposed algorithm, on average, keeps nearly the image quality and the bit rate made by the rate distortion optimization while reduces 69.86% and 69.63% of computation added by it in CIF and QCIF respectively.

Implementation of A Multimedia Streaming System using MPEG-4 (MPEG-4 표준을 이용한 멀티미디어 스트리밍 시스템 구현)

  • 임동근;이정우;김선태;마평수;호요성
    • Journal of Broadcast Engineering
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    • v.6 no.3
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    • pp.215-224
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    • 2001
  • In recent days, research activities on multimedia services mainly focus on the multiplexing system with timing synchromization for media components, such as video, audio and text. The MPEG-4 standard emphasizes object-based coding which includes analysis and understanding of the Image content. Since in MPEG-4 we can define objects and encode them independently, we can manipulate and display each object for different applications. This feature of MPEG-4 is also vero useful for multimedia services, such as video streaming cia different network channels, digital versatile disc, internet TV, video E-mail, and so on. In this Paper, we implement a multimedia streaming system which is compliant with the MPEG-4 system and the MP4 file format.

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Minimum-Power Design of Actively-Shielded Transverse Gradient Coils for MRI (MRI용 차폐된 X,Y-경사자계코일의 최소전력설계)

  • Lee, D.R.;Kim, S.K.;Yang, Y.J.;Lee, H.K.;Ahn, C.B.;Oh, C.H.
    • Proceedings of the KOSOMBE Conference
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    • v.1996 no.11
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    • pp.307-309
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    • 1996
  • A new design scheme of actively-shielded x,y-gradient coils for Magnetic Resonance Imaging(MRI) is proposed. An actively-shielded x-gradient coil has been designed as an example and the results are presented. In MRI, gradient coils are needed for spatial selection and position coding to obtain the position information of the NMR signal. They are usually switched on and off during imaging and the eddy current induced by the current switching usually degrades the final image quality To reduce or remove this kind of problems, the active shielding has been proposed few years ago. In this paper, a new design scheme for actively-shielded x,y-gradient coils, namely, a minimum-power design scheme using current-loop elements, has been proposed. Its utility in designing MRI gradient coils has been shown by using simulation. The design scheme seems to be useful for actively-shielded transverse gradient coils, even of non-cylindrical or of arbitrary-selected shapes.

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Reduction of Blocking Effect using a Rational Open Uniform B-Spline Curve (유리 개방형 균일 B 스플라인 곡선을 이용한 블록 효과 감소)

  • 김희정;김지홍
    • Journal of Korea Multimedia Society
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    • v.5 no.4
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    • pp.386-392
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    • 2002
  • In this paper, we propose a novel blocking effect reduction method based on a rational B-spline. The blocking effect results from independent coding of each image block and becomes highly visible especially coded at very low bit rates. The proposed approach adopts a rational open uniform B-spline curve that used to produce a smooth curve through a set of control points. The pixels on the block boundary are treated as control points, and the weight values, which decide the shape of curve, are determined differentially by considering the distance the position of the pixels and that of the block boundary. The simulation results show that the proposed method has excellent performance for all pattern of the blocking effect with less computational complexity.

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MPEG-4 Video Rate Control Algorithm using SOFM-Based Neural Classifier (SOFM 신경망 분류기를 이용한 MPEG-4 비디오 전송률 제어)

  • Park, Gwang-Hoon;Lee, Yoon-Jin
    • Journal of KIISE:Software and Applications
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    • v.29 no.7
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    • pp.425-435
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    • 2002
  • This paper introduces a macroblock-based rate control algorithm using the neural classifier based in Self Organization feature Maps (SOFM). In contrast to the conventional rate control methods based on the mathematical rate distortion (RD) model and the feedback regression, proposed method can actively adapt to the rapid-varying image characteristics by establishing the global model for bitrate control and by using the SOFM based neural classifier to manage that model. Proposed rate control algorithm has 0.2 dB ~ 0.6 dB better performances than MPEG-4 macroblock-based rate control algorithm by evaluating with the encoded Peak Signal to Noise Ratios while maintaining similar overall computational complexity.

Automatic Mobile Screen Translation Using Object Detection Approach Based on Deep Neural Networks (심층신경망 기반의 객체 검출 방식을 활용한 모바일 화면의 자동 프로그래밍에 관한 연구)

  • Yun, Young-Sun;Park, Jisu;Jung, Jinman;Eun, Seongbae;Cha, Shin;So, Sun Sup
    • Journal of Korea Multimedia Society
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    • v.21 no.11
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    • pp.1305-1316
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    • 2018
  • Graphical user interface(GUI) has a very important role to interact with software users. However, designing and coding of GUI are tedious and pain taking processes. In many studies, the researchers are trying to convert GUI elements or widgets to code or describe formally their structures by help of domain knowledge of stochastic methods. In this paper, we propose the GUI elements detection approach based on object detection strategy using deep neural networks(DNN). Object detection with DNN is the approach that integrates localization and classification techniques. From the experimental result, if we selected the appropriate object detection model, the results can be used for automatic code generation from the sketch or capture images. The successful GUI elements detection can describe the objects as hierarchical structures of elements and transform their information to appropriate code by object description translator that will be studied at future.