• Title/Summary/Keyword: 단점, 복원

Search Result 229, Processing Time 0.022 seconds

A Study on the Ratio between Epoxy putty and Original Sculpey for the Ceramic Restoration -As Focus on the White Porcelain of the Joseon Dynasty Period- (도자기 복원을 위한 소성점토와 에폭시퍼티 혼합비 연구 - 조선백자를 중심으로 -)

  • Kim, Heejin;Koh, Minjeong;Lim, Sookyung;Lee, Taejin;Hwang, Hyunsung
    • Conservation Science in Museum
    • /
    • v.14
    • /
    • pp.29-35
    • /
    • 2013
  • In cases, such as white porcelain with openwork lotus scroll design, where the ceramics has intricate form and decorations, we normally use casts to restore the work, in that current restoration materials have short molding time which causes difficulties in delicate work. However, since using a cast for restoration requires longer work-time and uses more materials, we decided to restore in direct. Since the molding time in the restoration material is closely related to the workability, restoration material which secures longer work hours is necessary when directly restoring a complex form of body. Therefore we experimented on the work-time, color variation and workability as time passes by making mixtures of Epoxy putty and Baked clay in different ratios. As a result of the experiment, the mixture ratio of OS8:RQ2 turned out to be the most effective ratio.

Reverse Engineering of Deep Learning Network Secret Information Through Side Channel Attack (부채널 분석을 이용한 딥러닝 네트워크 신규 내부 비밀정보 복원 방법 연구)

  • Park, Sujin;Lee, Juheon;Kim, HeeSeok
    • Journal of the Korea Institute of Information Security & Cryptology
    • /
    • v.32 no.5
    • /
    • pp.855-867
    • /
    • 2022
  • As the need for a deep learning accelerator increases with the development of IoT equipment, research on the implementation and safety verification of the deep learning accelerator is actively. In this paper, we propose a new side channel analysis methodology for secret information that overcomes the limitations of the previous study in Usenix 2019. We overcome the disadvantage of limiting the range of weights and restoring only a portion of the weights in the previous work, and restore the IEEE754 32bit single-precision with 99% accuracy with a new method using CPA. In addition, it overcomes the limitations of existing studies that can reverse activation functions only for specific inputs. Using deep learning, we reverse activation functions with 99% accuracy without conditions for input values with a new method. This paper not only overcomes the limitations of previous studies, but also proves that the proposed new methodology is effective.

A Spatially Adaptive Post-processing Filter to Remove Blocking Artifacts based on POCS (POCS 기반의 블록화 현상 제거를 위한 적응적 후처리 기법)

  • Jeong, Jae-Hyun;Kim, Myoung-Jin;Hong, Min-Cheol
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2010.11a
    • /
    • pp.192-195
    • /
    • 2010
  • 영상 정보의 정확성을 필요로 하는 다양한 서비스 및 여러 학문 분야의 적용성으로 인해 물리적인 한계성을 극복할 수 있는 고해상도 영상처리 기법의 요구가 대두되고 있다 뿐만 아니라, 인터넷 상의 디지털 콘텐츠 중의 하나인 동영상 UCC의 제작환경이 보편화됨으로써 비전문적인 제작으로 인한 다양한 형태의 해상도 저하 및 영상의 왜곡 현상이 발생하여 고품질의 영상을 추구하는 사용자들의 요구를 충족시키지 못하고 있다. 이러한 문제점을 해결하기 위한 압축 동영상의 개선 된 영상 정보를 획득하기 위한 연구가 이루어지고 있지만 다음과 같은 문제점이 있다. 기존의 방법은 일반적으로 저역 통과 필터 기법과 정규화 영상 복원 방식으로 구분되어 연구되고 있으며, 저역 통과 기법은 계산량 측면에서 장점이 있으나, 영상과 양자화 정도에 따라 적응적이지 못한 단점이 있다. 또한 정규화 복원 방식은 압축 영상의 시각적으로 불편한 현상의 완화 정도를 결정하는 정규화 매개변수를 일괄적으로 모든 화소에 적용해, 화소의 위치에 대한 적응도가 낮고 정규화 매개 변수 선택 시 원 영상에 대한 정보를 알고 있다는 가정을 사용했으므로 실제 사용이 불가능하며, 영상들 사이의 불균일로 인해 적응적으로 처리하지 못하는 단점이 있다. 본 연구에서는 이러한 문제점을 극복할 수 있도록 압축 정보 활용을 통한 POCS 방식을 사용한 coding artifact 제거 방식에 대해 기술한다.

  • PDF

A SoC design and implementation for JPEG 2000 Floating Point Filter (JPEG 2000 부동소수점 연산용 Filter의 SoC 설계 및 구현)

  • Chang Jong-Kwon
    • The KIPS Transactions:PartA
    • /
    • v.13A no.3 s.100
    • /
    • pp.185-190
    • /
    • 2006
  • JPEG 2000 is used as an alternative to solve the blocking artifact problem with the existing still image compression JPEG algorithm. However, it has shortcomings such as longer floating point computation time and more complexity in the procedure of enhancing the image compression rate and decompression rate. To compensate for these we implemented with hardware the JPEG 2000 algorithm's filter part which requires a lot of floating point computation. This DWT Filter[1] chip is designed on the basis of Daubechies 9/7 filter[6] and is composed of 3-stage pipeline system to optimize the performance and chip size. Our implemented Filter was 7 times faster than software based Filter in the floating point computation.

A Study on Image Restoration using Mean and Wiener Filter (평균 및 위너 필터를 사용한 영상 복원에 관한 연구)

  • Moon Hong-Deuk;Kang Kyeong-Deog;Bae Sang-Bum;Kim Nam-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.8 no.7
    • /
    • pp.1393-1398
    • /
    • 2004
  • Image is degraded by several causes such as the process of acquisition, storage and transmission. To restore those images, many researches have been continued. Centrally methods to restore degraded image by AWGN(additive white gaussian noise) a.e mean filter and wiener filter. Especially, mean filter is superior in noise reduction of area that is a small change of luminosity. But mean filter brings about the effect smoothing edge components of the image, because it does'nt consider characteristics of the image. So in this paper we propose an image restoration method compounding respective images adding established weights, after filtering with mean filter and powerful wiener filter in both improvement of contrast and preservation of edge components.

An Enhancement of Microphone Array System Using Hybrid Window Algorithm (CPSP의 저주파 위상 복원을 이용한 화자 위치 추적 알고리듬의 성능 개선)

  • Lee Hak-Ju;Kim Ki-Man;Lee Won-Cheol;Lee Chungyong
    • Proceedings of the Acoustical Society of Korea Conference
    • /
    • autumn
    • /
    • pp.213-216
    • /
    • 2000
  • 본 연구에서는 마이크로폰 어레이를 이용하여 화자의 음성신호로부터 화자의 위치를 추정하는 기존의 대표적인 알고리듬인 CPSP(Cross Power Spectrum Phase)로부터 보다 반향에 강인한 알고리듬인 저주파 위상 복원 알고리듬을 제안한다. CPSP 함수는 상호 상관관계(Cross Correlation)가 정규화 되어있는 형태를 갖는데, CPSP 함수의 최대 값 인덱스로부터 화자의 공간정보인 TDOA(Time Difference Of Arrival)를 추출한다. 그러나 CPSP 함수를 이용한 공간정보 추정 알고리듬은 실내환경에서 심각하게 일어나는 반향신호에 대해서 취약한 단점을 갖고 있다. 본 논문에서 제안하는 저주파 위상복원 알고리듬은 주파수 측면에서 반향신호가 CPSP 함수에 미치는 영향을 분석하여 반향으로 인하여 왜곡된 위상 성분을 복원함으로써 보다 신뢰도 있는 TDOA 추정을 가능하게 한다. 반향신호로 인한 CPSP의 위상은 저주파보다 고주파에서 심하게 왜곡되는데, 각각의 반향신호의 도달 시간을 기하학적 분포를 갖는 확률변수로 모델링하여 이를 수학적으로 증명하였다. 또한 실제 환경에서 채집한 음성신호를 이용한 모의 실험을 통해 개선된 알고리듬의 성능 개선을 확인하였다.

  • PDF

Design of Carrier Recovery Loop for Receiving Demodulator in Digital Satellite Broadcasting (디지털 위성방송 수신용 복조기를 위한 반송파 복원 회로 설계)

  • 하창우;이완범;김형균;김환용
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.26 no.11B
    • /
    • pp.1565-1573
    • /
    • 2001
  • In order to resolve problems according to the phase error in QPSK demodulator in the digital satellite broadcasting, the demodulator requires carrier recovery loop which searches for the frequency and phase of the carrier. In this paper the drawback of NCO of the conventional carrier recovery loop is to wastes a amount of power for the structure of Look-up table , we designed the structure of combinational logic without the Look-up table. In the comparison with dynamic power of the proposed NCO, the power of NCO with the Look-up table is 175[${\mu}$W], NCO with the proposed structure is 24.65[${\mu}$W]. As the result, it is recognized that loss power is reduced about one eighth. In the simulation of carrier recovery loop designed QPSK demodulator, it is known that the carrier phase is compensated.

  • PDF

Sensory Characteristics of Dehydrated Ginger Rhizomes Prepared using Recycled Dehydrating Liquid as an Alternative Dehydrating Agent (재사용 탈수액을 탈수제로 이용한 생강의 탈수 및 품질특성)

  • Lee, Hyun-Seok;Kwon, Ki-Hyun;Kim, Byeong-Sam;Cha, Hwan-Soo
    • Food Science and Preservation
    • /
    • v.17 no.3
    • /
    • pp.358-364
    • /
    • 2010
  • Ginger was dried using maltodextrin or recycled dehydration liquid as dehydrating agents, and the quality of dried ginger was compared with that of freeze-dried and hot-air-dried samples in terms of color, moisture content, water activity, dehydration rate, rehydration rate, and sensory properties. Ginger prepared using molecular press dehydration (MPD) retained its original color. The dehydration rate increased when ginger was dried using a dehydrating agent. The rehydration rate was increased in ginger dried using such an agent. Both dehydration and rehydration rates were elevated with increasing concentrations of soluble solids in the dehydration liquid. The sensory qualities of ginger prepared using the MPD method were better than those of freeze-dried and hot air-dried samples. These results indicate that drying of ginger rhizomes using recycled dehydrating liquid is very efficient.

Study of Efficient Network Structure for Real-time Image Super-Resolution (실시간 영상 초해상도 복원을 위한 효율적인 신경망 구조 연구)

  • Jeong, Woojin;Han, Bok Gyu;Lee, Dong Seok;Choi, Byung In;Moon, Young Shik
    • Journal of Internet Computing and Services
    • /
    • v.19 no.4
    • /
    • pp.45-52
    • /
    • 2018
  • A single-image super-resolution is a process of restoring a high-resolution image from a low-resolution image. Recently, the super-resolution using the deep neural network has shown good results. In this paper, we propose a neural network structure that improves speed and performance over conventional neural network based super-resolution methods. To do this, we analyze the conventional neural network based super-resolution methods and propose solutions. The proposed method reduce the 5 stages of the conventional method to 3 stages. Then we have studied the optimal width and depth by experimenting on the width and depth of the network. Experimental results have shown that the proposed method improves the disadvantages of the conventional methods. The proposed neural network structure showed superior performance and speed than the conventional method.

A Timing Recovery Scheme for Variable Symbol Rate Digital M-ary QASK Receiver (가변 심볼율 MQASK(M-ary Quadrature Amplitude Keying) 디지털 수신기를 위한 타이밍 복원 방안)

  • Baek, Daesung;Lim, Wongyu;Kim, Chong-Hoon
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.38A no.7
    • /
    • pp.545-551
    • /
    • 2013
  • Timing recovery loop composed of the Timing Error Detector(TED), loop filter and resampler is widely used for the timing synchronization in MQASK receivers. Since TED is sensitive to the delay between the symbol period of the signal and sampling period, the output is averaged out when the symbol rate and sampling rate are quite different the recovery loop cannot work at all. This paper presents a sampling frequency discriminator (SRD), which detects the frequency offset of the sampling clock to the symbol clock of the MQASK data transmitted. Employing the SRD, the closed loop timing recovery scheme performs the frequency-aided timing acquisition and achieve the synchronization at extremely high sampling frequency offset, which can be used in variable symbol rate MQASK receivers.