• Title/Summary/Keyword: 시불변성

Search Result 6, Processing Time 0.017 seconds

Nonlinear Destriping Algorithm of Satellite Images (비선형 보정을 이용한 위성영상의 줄무늬잡음 제거 알고리즘)

  • 박종현;최은철;강문기;김용승
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2001.11b
    • /
    • pp.135-138
    • /
    • 2001
  • 위성에 탑재된 전자광학 카메라(Electro-Optical Camera)로부터 획득된 영상에서는 카메라의 스캔 방향과 통일한 방향으로 "줄무늬잡음"이 발생하게 된다. 이는 센서의 특성이 통일하지 않고, 우주라는 열악한 환경에서 영상의 획득이 일어나기 때문이다. 똔 논문에서는 줄무늬잡음을 제거하기 위해 비선형 보정방법을 제안한다. 영상의 준균일성(quasi-homogeneous)과 센서특성의 시불변성(time-invariancy) 가정을 바탕으로, 보정하려는 열의 이웃 열을 참조하여 줄무늬잡음에 의한 오차를 추정하고 이를 최소화한다. 줄무늬 잡음 정도를 추정하기 위해 줄무늬잡음을 바이어스에 의한 것과 특성곡선의 경향 차이에 의한 것으로 나눈다. 바이어스에 의한 오차는 센서가 스캔하는 방향과 통일한 방향으로 통계적 특성을 이용하여 추정한다. 특성곡선의 경향차에 의한 오차는 보정하려는 열에서 동일한 박기 레벨을 갖는 화소들을 조사하고, 이들과 이웃하는 열의 동일 위치에 있는 화소의 밝기 레벨의 통계적 특성을 파악하여 추정한다. 이렇게 추정된 오차를 최소화함으로써, 줄무늬잡음을 효과적으로 제거하였다.적으로 제거하였다.

  • PDF

Development of Objective Sound Quality Evaluation Method Based on Subjective Sound Quality Evaluation (주관적 음질 평가 모델을 이용한 객관적 음질 평가 방법의 개발)

  • Kim Jong-Bae;Sung Ho-Young;Lee Joon-Hyun;Jang Seong-Cheol
    • Proceedings of the Acoustical Society of Korea Conference
    • /
    • spring
    • /
    • pp.115-118
    • /
    • 2004
  • 일반적으로 오디오 시스템 혹은 AV 장치의 음질 평가는 숙련된 음질 평가자(Trained Listeners)의 주관적 평가 기준에 의해 평가가 이루어지고 있다. 그러나 이러한 방법은 평가자의 개인적 선호도(Preference) 및 청취 환경에 따라 음질 평가 결과가 왜곡되는 현상이 쉽게 발생하게 된다. 이런 이유로 주관적인 음질 평가 방법은 음질 평가자의 체감 음질과 직접적인 관계가 있음에도 불구하고 정확성 및 시불변성에 취약한 문제점을 내포하고 있다. 본 논문에서는 오디오 시스템 혹은 AV 장치에 대한 주관적인 음질 평가 방법을 기본 모델로 이용하여 주관적 음질 평가 항목과 계량화가 가능한 객관적 음질 평가 항목과의 상관 관계를 규명하여 기존의 주관적 음질 평가를 대체할 수 있는 객관적 음질 평가 방법을 새로이 제시한다.

  • PDF

Investigation on Vibration Characteristics and Structural Reciprocity of Heunginjimun (흥인지문의 진동특성 및 상반성 분석)

  • Choi, Jae-Sung;Lee, Sung-Kyung;Min, Kyung-Won;Yoon, Weon-Kyu;Kim, Derk-Moon
    • Transactions of the Korean Society for Noise and Vibration Engineering
    • /
    • v.20 no.4
    • /
    • pp.338-347
    • /
    • 2010
  • Heunginjimun designated as a Treasure No.1 is a two-story wooden structure with 5 bay and 2 bay in its front and side views, respectively. This paper presents an investigation on vibration characteristics of Heunginjimun through both ambient vibration and impact hammer tests. Ambient vibration test was performed to identify the natural frequency of Heunginjimun from the spectrum analysis of time history. Impact hammer test was undertaken to find the frequency of Heunginjimun which is affected by the surrounding traffics and to verify the reciprocal principle for the wooden structural system. Ambient vibration test results of Heunginjimun showed that the natural frequencies in two principal axes 1.5 Hz and 1.1 Hz, respectively. It was confirmed from impact hammer tests for a ground that the frequency of 4.2 Hz is caused by the traffics surrounding Heunginjimun. It was also observed that from the impact hammer test results between two locations in Heunginjimun that the transfer functions measured from two corresponding locations coincided well with each other. This result shows that the wooden structural system is globally linear, and the reciprocal principle is established.

Method of Video Stitching based on Minimal Error Seam (최소 오류 경계를 활용한 동적 물체 기반 동영상 정합 방안)

  • Kang, Jeonho;Kim, Junsik;Kim, Sang-IL;Kim, Kyuheon
    • Journal of Broadcast Engineering
    • /
    • v.24 no.1
    • /
    • pp.142-152
    • /
    • 2019
  • There is growing interest in ultra-high-resolution content that gives a more realistic sense of presence than existing broadcast content. However, in order to provide ultra-high-resolution contents in existing broadcast services, there are limitations in view angle and resolution of the image acquisition device. In order to solve this problem, many researches on stitching, which is an image synthesis method using a plurality of input devices, have been conducted. In this paper, we propose method of dynamic object based video stitching using minimal error seam in order to overcome the temporal invariance degradation of moving objects in the stitching process of horizontally oriented videos.

Time-Invariant Stock Movement Prediction After Golden Cross Using LSTM

  • Sumin Nam;Jieun Kim;ZoonKy Lee
    • Journal of the Korea Society of Computer and Information
    • /
    • v.28 no.8
    • /
    • pp.59-66
    • /
    • 2023
  • The Golden Cross is commonly seen as a buy signal in financial markets, but its reliability for predicting stock price movements is limited due to market volatility. This paper introduces a time-invariant approach that considers the Golden Cross as a singular event. Utilizing LSTM neural networks, we forecast significant stock price changes following a Golden Cross occurrence. By comparing our approach with traditional time series analysis and using a confusion matrix for classification, we demonstrate its effectiveness in predicting post-event stock price trends. To conclude, this study proposes a model with a precision of 83%. By utilizing the model, investors can alleviate potential losses, rather than making buy decisions under all circumstances following a Golden Cross event.

A Finite Memory Structure Smoothing Filter and Its Equivalent Relationship with Existing Filters (유한기억구조 스무딩 필터와 기존 필터와의 등가 관계)

  • Kim, Min Hui;Kim, Pyung Soo
    • KIPS Transactions on Computer and Communication Systems
    • /
    • v.10 no.2
    • /
    • pp.53-58
    • /
    • 2021
  • In this paper, an alternative finite memory structure(FMS) smoothing filter is developed for discrete-time state-space model with a control input. To obtain the FMS smoothing filter, unbiasedness will be required beforehand in addition to a performance criteria of minimum variance. The FMS smoothing filter is obtained by directly solving an optimization problem with the unbiasedness constraint using only finite measurements and inputs on the most recent window. The proposed FMS smoothing filter is shown to have intrinsic good properties such as deadbeat and time-invariance. In addition, the proposed FMS smoothing filter is shown to be equivalent to existing FMS filters according to the delay length between the measurement and the availability of its estimate. Finally, to verify intrinsic robustness of the proposed FMS smoothing filter, computer simulations are performed for a temporary model uncertainty. Simulation results show that the proposed FMS smoothing filter can be better than the standard FMS filter and Kalman filter.