• Title/Summary/Keyword: adaptive enhancement

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Adaptive resolution enhancement algorithm using the block size of intra prediction mode (Intra Prediction Mode의 Block Size를 이용한 적응적 해상도 향상 알고리즘)

  • Lee, Si-Mong;Kwon, Yong-Kwang;Won, Chee-Sun
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.793-794
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    • 2008
  • The block size of intra prediction mode can differentiate the texture area from the homogeneous area of image. This information can be used to enhance the size resolution of image. Specifically, in this paper, we apply the bicubic interpolation or the bilinear interpolation adaptively selected the intra prediction mode of the H.264 compression.

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Adaptive Image Enhancement Filter Design using FPGA and Handel-C

  • Wee, Jae-Woo;Song, Seung-Min;Min kyu Song;Jung, Je-Gyo;Lee, Seung-Young;Lee, Chong-Ho;Lee, Phill-Kyu
    • 제어로봇시스템학회:학술대회논문집
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    • 2002.10a
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    • pp.102.6-102
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    • 2002
  • $\textbullet$ Introduction $\textbullet$ Background - Handel-C and Evolvable Hardware $\textbullet$ Fitter Block $\textbullet$ Hardware Implementation $\textbullet$ Total System Overview $\textbullet$ Results $\textbullet$ Conclusion and Future Works

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Enhancement of Noisy Speech by FORWARD/BACKWARD Adaptive Digital Filtering (FORWARD/BACKWARD 적응필터를 이용한 음질향상에 관한 연구)

  • 김제우;은종관
    • The Journal of the Acoustical Society of Korea
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    • v.5 no.1
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    • pp.17-23
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    • 1986
  • 본 논문에서는 FORWARD/BACKWARD 적응 디지털필터를 이용하여 잡음이 섞인 음성의 음질 을 향상하는 방법에 대해 고찰하였다. 이 알고리즘은 음성신호의상관성을 잘 이용하기 위한 현재의 sample을 예측하기 위해 음성신호의 과거 신호뿐만 아니라 미래의 신호도 사용하였다. 이 결과 이 방법 은 백색잡음뿐만 유색잡음의 제거에도 효과적임을 알 수 있었다. 또, 이 방법을 개선한 modified forward/backward 적응 디지털 필터링 방법을 제시하여 성능 향상을 꾀하엿다. 이 개선된 방법은 비교 적 구조가 간단하면서도 여러 종류의 additive noise 에 대해서 잘 동작하며 기존의 방법에 비하여 약 2 유 정도의 개선된 효과를 가져온다.

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A Study on the Cross-Polarization Interference Canceller of Radio Relay System for Spectral Efficiency Enhancement (주파수 효율 향상을 위한 무선 중계장치의 직교편파 간섭제거기에 관한 연구)

  • 서경환
    • Proceedings of the Korea Electromagnetic Engineering Society Conference
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    • 2001.11a
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    • pp.25-28
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    • 2001
  • In this paper. to eliminate a cross-polarization interference caused by co-channel dual polarization technique of digital radio relay system(DRRS), a cross-polarization interference canceller(XPIC) is analysed in terms of the analytical modeling, digital design, and its performance. By virtue of a 13-tap adaptive equalizer and XPIC, about 23dB in XPIC improvement can be obtained by computer simulation. To show the operation of designed XPIC, some simulated results are reviewed under 64-QAM DRRS with co -channel dual Polarization.

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Improvement of the ASR Robustness using Combinations of Spectral Subtraction and KLT-based Adaptive Comb-filtering (스펙트럴 서브트렉션과 비동기 KLT 잡음 감소 기법의 조합에 의한 음성 인식 성능 개선)

  • Park Sung-Joon
    • Proceedings of the KSPS conference
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    • 2003.05a
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    • pp.207-210
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    • 2003
  • In this paper, the combinations of speech enhancement techniques are experimented. Specifically, the spectral subtraction, KLT based comb-filtering, and their combinations are applied to the Aurora2 database. The results show that recognition accuracy is improved when KLT based comb-filtering is applied after spectral subtraction.

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Performance Enhancement of Deep Learning-based Super-Resolution by Adjustment of Training Dataset (훈련 데이터세트의 조절을 통한 딥러닝 기반 Super-Resolution 의 성능 향상)

  • Kwon, Ki-Taek;Seo, Young-Ho
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • fall
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    • pp.218-220
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    • 2021
  • 본 논문에서는 CAR(content adaptive resampler)로 축소된 저해상도 이미지를 직접 다른 모델에 여러가지 방식으로 훈련을 시켜 성능을 개선시키고자 하였다. 본 논문에서는 단일 영상 super resolution 에 관하여 여러 기술이 존재하는 상황에 더 나은 기술을 테스트하려 하고 그를 위해 과거의 모델들에 대한 이해가 필요하여 이를 구현하였다. 현재 가장 뛰어난 성능을 보이고 있는 모델 중의 하나인 CAR 에서 복원 전 이미지를 사용하여 훈련을 시키면 더 나은 성능의 모델을 만들 수 있을 것이라고 가정하고 다양한 훈련을 통해 성능을 개선시키고자 하였다.

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Enhancement in BER Performance by Adaptive Sector Antennas in CDMA Wireless Multi-media Communications (CDMA 무선 멀티미디어 통신에서 적응형 섹터 안테나에 의한 오율성능 개선)

  • Lee, Ju-Hyung;Kim, Young-Chul;Oh, Chang-Heon;Cho, Sung-Joon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.10A
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    • pp.980-989
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    • 2002
  • In this paper, we have proposed the sectorization method of the adaptive sector antenna and the new receiver structure for the CDMA wireless multi-media communication which uses multi-code and single-code. The sectorization and average BER performance of the adaptive sector antenna, which employs the proposed sectorization method, are obtained through simulation. The simulation results have shown that the sizes of sectors are properly controlled according to the distribution of the load and that the BER performance of the adaptive sector antenna is enhanced much more than that of the fixed sector antenna. Also, we have proposed two receivers, which are different from the positions to detect multi-code signals, for the multi-media communication. Each receiver has a simple cancellation scheme and two adaptive sector antennas, which are called the 1st adaptive sector antenna and the 2nd adaptive sector antenna, respectively. In this paper, the average BER performances of the receivers are compared through simulation. As the results of the simulation, we have recognized that all user' BER performances are greatly dependent on the positions to detect the multi-code signals. When we consider both system complexity and terget BERs of signals, we have concluded that the receiver, which detect multi-code signals in the 1st and the 2nd adaptive sector antenna, is appropriate for the CDMA wireless multi-media communication systems.

Edge Enhancement of Halftone Image using Adaptive Error Diffusion Method (적응적 오차 확산법을 이용한 하프톤 영상의 경계선 개선)

  • Kim, Sang-Chul;Chien, Sung-Il
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.48 no.6
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    • pp.96-104
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    • 2011
  • A halftoning method is used to obtain a binary image visually similar to a continuous gray-level image through the image output devices employing the limited number of gray-levels. As a halftoning method, the error diffusion method is widely used in various applications because of its low computational complexity and good image quality. However, this method weakens the edge in the process of error diffusion to the neighboring pixels. In this case, degradation of the edge quality and damage of the vivid image is expected. To solve these problems, the proposed method determines the adaptive error filter considering the error information of the present pixel and edge distribution of the neighbor pixels. Compared with the conventional methods for enhancing edges, the proposed method involves relatively a few process resources because of its simple procedure, still considerably improving the edges in the halftone image. To evaluate the objective image quality, the performance of the proposed method is compared with that of the conventional method in terms of the edge correlation and the local average accordance.

An Adaptive Thresholding of the Nonuniformly Contrasted Images by Using Local Contrast Enhancement and Bilinear Interpolation (국소 영역별 대비 개선과 쌍선형 보간에 의한 불균등 대비 영상의 효율적 적응 이진화)

  • Jeong, Dong-Hyun;Cho, Sang-Hyun;Choi, Heung-Moon
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.36S no.12
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    • pp.51-57
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    • 1999
  • In this paper, an adaptive thresholding of the nonuniformly contrasted images is proposed through using the contrast pre-enhancement of the local regions and the bilinear interpolation between the local threshold values. The nonuniformly contrasted image is decomposed into 9${\times}$9 sized local regions, and the contrast is enhanced by intensifying the gray level difference of each low contrasted or blurred region. Optimal threshold values are obtained by iterative method from the gray level distribution of each contrast-enhanced local region. Discontinuities are reduced at the region of interest or at the characters by using bilinear interpolation between the neighboring threshold surfaces. Character recognition experiments are conducted using backpropagation neural network on the characters extracted from the nonuniformly contrasted document, PCB, and wafer images binarized through using the proposed thresholding and the conventional thresholding methods, and the results prove the relative effectiveness of the proposed scheme.

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