• 제목/요약/키워드: Video Image Analysis

검색결과 527건 처리시간 0.024초

A Practical Digital Video Database based on Language and Image Analysis

  • Liang, Yiqing
    • 한국데이타베이스학회:학술대회논문집
    • /
    • 한국데이타베이스학회 1997년도 International Conference MULTIMEDIA DATABASES on INTERNET
    • /
    • pp.24-48
    • /
    • 1997
  • . Supported byㆍDARPA′s image Understanding (IU) program under "Video Retrieval Based on Language and image Analysis" project.DARPA′s Computer Assisted Education and Training Initiative program (CAETI)ㆍObjective: Develop practical systems for automatic understanding and indexing of video sequences using both audio and video tracks(omitted)

  • PDF

움직임 감지를 이용한 네트워크 카메라 기반 영상보안 시스템 구현 (Implementation of Video Surveillance System with Motion Detection based on Network Camera Facilities)

  • 이규웅
    • 한국인터넷방송통신학회논문지
    • /
    • 제14권1호
    • /
    • pp.169-177
    • /
    • 2014
  • DVR 및 NVR을 이용한 디지털 저장매체를 영상감시 시스템에서 활용하게 되면서 영상처리 모듈의 개발은 영상 보안 시장의 필수적인 요소이다. 특히 네트워크 카메라의 등장은 기존 아날로그 방식의 CCTV를 대체하면서 영상처리 모듈 개발의 필요성을 더욱 부각시키고 있다. 본 논문에서는 움직임 감지 기법을 이용한 영상 감시 서버를 설계 및 구축하고 서버에서 처리되는 영상처리 결과를 실시간으로 모바일 디바이스에서 확인 가능한 영상감시 시스템을 개발하였다. 영상처리를 위해 리눅스 기반의 서버에 오픈소스 OpenCV를 활용한 영상처리 모듈을 개발하였고, 네트워크 카메라로부터 전송되는 실시간 비디오 데이터를 저장 및 가공하여 안드로이드기반 모바일 기기에서 검색 가능한 영상감시 시스템을 구축하였다.

적외선 영상해석을 이용한 이중목적탄 자탄계수 계측기법연구 (DPICM subprojectile counting technique using image analysis of infrared camera)

  • 박원우;최주호;유준
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
    • /
    • pp.11-16
    • /
    • 1997
  • This paper describes the grenade counting system developed for DPICM submunition analysis using the infrared video streams, and its some video stream processing technique. The video stream data processing procedure consists of four sequences; Analog infrared video stream recording, video stream capture, video stream pre-processing, and video stream analysis including the grenade counting. Some applications of this algorithms to real bursting test has shown the possibility of automation for submunition counting.

  • PDF

Proposal for AI Video Interview Using Image Data Analysis

  • Park, Jong-Youel;Ko, Chang-Bae
    • International Journal of Internet, Broadcasting and Communication
    • /
    • 제14권2호
    • /
    • pp.212-218
    • /
    • 2022
  • In this paper, the necessity of AI video interview arises when conducting an interview for acquisition of excellent talent in a non-face-to-face situation due to similar situations such as Covid-19. As a matter to be supplemented in general AI interviews, it is difficult to evaluate the reliability and qualitative factors. In addition, the AI interview is conducted not in a two-way Q&A, rather in a one-sided Q&A process. This paper intends to fuse the advantages of existing AI interviews and video interviews. When conducting an interview using AI image analysis technology, it supplements subjective information that evaluates interview management and provides quantitative analysis data and HR expert data. In this paper, image-based multi-modal AI image analysis technology, bioanalysis-based HR analysis technology, and web RTC-based P2P image communication technology are applied. The goal of applying this technology is to propose a method in which biological analysis results (gaze, posture, voice, gesture, landmark) and HR information (opinions or features based on user propensity) can be processed on a single screen to select the right person for the hire.

전기철도 집전장치의 아크량에 따른 비디오 이미지 분석 (Video Image Analysis in Accordance with Power Density of Arcing for Current Collection System in Electric Railway)

  • 박영;이기원;박철민;김재광;전아람;권삼영;조용현
    • 전기학회논문지
    • /
    • 제62권9호
    • /
    • pp.1343-1347
    • /
    • 2013
  • This paper presents an analysis methods for current collection quality in catenary system by means of video image based monitoring system. Arcing is the sparking at the interface point between pantograph and contact wire when the electric trains have traction current values at speed. Percentage of arcing at maximum line speed is measurable parameters for compliance with the requirements on dynamic behaviour of the interface between pantograph and contact wire in accordance with requirement of IEC and EN standards. The arc detector and video is installed on a train aim at the trailing contact strip according to the travel direction. The arc detector presented and measured verity of value such as the duration and power density of each arc and the video image is measured a image when the arc is occurred in pantograph. In this paper we analysis of video image in accordance with power density of arcing from arc detector and compared with video image and power density of arcing so as to produce quality of arcing from image.

<백-아베 비디오 신디사이저>의 오디오 비주얼아트적 고찰 (A Study on in the Context of Audiovisual Art)

  • 윤지원
    • 한국멀티미디어학회논문지
    • /
    • 제23권4호
    • /
    • pp.615-624
    • /
    • 2020
  • By enabling musicians to freely control the elements involved in sound production and tone generation with a variety of timbre, synthesizers have revolutionized and permanently changed music since the 1960s. Paik-Abe Video Synthesizer, a masterpiece of video art maestro Nam June Paik, is a prominent example of re-interpretation of this new musical instrument in the realm of video and audio. This article examines Paik-Abe Video Synthesizer as an innovative instrument to play videos from the perspective of audiovisual art, and establishes its aesthetic value and significance through both artistic and technical analysis. The instrument, which embodied the concept of image sampling and real-time interactive video as an image-based multi-channel music production tool, contributed to establishing a new relationship between sound and image within the realm of audiovisual art. The fact that his video synthesizer not only adds image to sound, but also presents a complete fusion of image and sound as an image instrument with musical characteristics, becomes highly meaningful in this age of synesthesia.

PCA에 기반한 압축영역에서의 MPEG Video 검색기법 (PCA-Based MPEG Video Retrieval in Compressed Domain)

  • 이경화;강대성
    • 대한전자공학회논문지SP
    • /
    • 제40권1호
    • /
    • pp.28-33
    • /
    • 2003
  • 본 논문에서는 동영상 압축 부호화에 대한 표준안인 MPEG 기반의 압축 비디오 스트림으로부터 DCT DC 계수를 추출하구 이들로 구성된 DE 영상으로부터 장면 전환 검출을 수행한 후 대표 프레임을 추출한다. 또한 추출된 대표 프레임을 PCA(Principal Component Analysis) 방법을 이용하여 데이터베이스의 색인 정보로 저장한 후 입력된 질의 영상과 가장 유사한 대표 영상들을 검색하는 방법에 대해 제안한다. 즉, 추출된 대표 프레임에 대해 주성분해석 기법을 적용하여 통계적인 특성을 가진 데이터를 특징으로 추출함으로써 코드워드의 수에 따른 코드북을 생성하고 이를 데이터베이스의 색인 정보로 저장한다. 실험 결과 제안된 방법이 검색에 있어 우수한 성능을 나타내고 또한 통계적인 데이터의 특성을 이용하기 때문에 처리 시간과 상당한 양의 메모리 공간을 줄일 수 있음을 확인하였다.

Temporal Anti-aliasing of a Stereoscopic 3D Video

  • Kim, Wook-Joong;Kim, Seong-Dae;Hur, Nam-Ho;Kim, Jin-Woong
    • ETRI Journal
    • /
    • 제31권1호
    • /
    • pp.1-9
    • /
    • 2009
  • Frequency domain analysis is a fundamental procedure for understanding the characteristics of visual data. Several studies have been conducted with 2D videos, but analysis of stereoscopic 3D videos is rarely carried out. In this paper, we derive the Fourier transform of a simplified 3D video signal and analyze how a 3D video is influenced by disparity and motion in terms of temporal aliasing. It is already known that object motion affects temporal frequency characteristics of a time-varying image sequence. In our analysis, we show that a 3D video is influenced not only by motion but also by disparity. Based on this conclusion, we present a temporal anti-aliasing filter for a 3D video. Since the human process of depth perception mainly determines the quality of a reproduced 3D image, 2D image processing techniques are not directly applicable to 3D images. The analysis presented in this paper will be useful for reducing undesirable visual artifacts in 3D video as well as for assisting the development of relevant technologies.

  • PDF

비디오 카메라를 이용한 감시 장치에서 그림자의 제거 (Removing Shadows for the Surveillance System Using a Video Camera)

  • 김정대;도용태
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2005년도 심포지엄 논문집 정보 및 제어부문
    • /
    • pp.176-178
    • /
    • 2005
  • In the images of a video camera employed for surveillance, detecting targets by extracting foreground image is of great importance. The foreground regions detected, however, include not only moving targets but also their shadows. This paper presents a novel technique to detect shadow pixels in the foreground image of a video camera. The image characteristics of video cameras employed, a web-cam and a CCD, are first analysed in the HSV color space and a pixel-level shadow detection technique is proposed based on the analysis. Compared with existing techniques where unified criteria are used to all pixels, the proposed technique determines shadow pixels utilizing a fact that the effect of shadowing to each pixel is different depending on its brightness in background image. Such an approach can accommodate local features in an image and hold consistent performance even in changing environment. In experiments targeting pedestrians, the proposed technique showed better results compared with an existing technique.

  • PDF

차선 이탈 경고 시스템의 성능 검증을 위한 가상의 오염 차선 이미지 및 비디오 생성 방법 (Virtual Contamination Lane Image and Video Generation Method for the Performance Evaluation of the Lane Departure Warning System)

  • 곽재호;김회율
    • 한국자동차공학회논문집
    • /
    • 제24권6호
    • /
    • pp.627-634
    • /
    • 2016
  • In this paper, an augmented video generation method to evaluate the performance of lane departure warning system is proposed. In our system, the input is a video which have road scene with general clean lane, and the content of output video is the same but the lane is synthesized with contamination image. In order to synthesize the contamination lane image, two approaches were used. One is example-based image synthesis, and the other is background-based image synthesis. Example-based image synthesis is generated in the assumption of the situation that contamination is applied to the lane, and background-based image synthesis is for the situation that the lane is erased due to aging. In this paper, a new contamination pattern generation method using Gaussian function is also proposed in order to produce contamination with various shape and size. The contamination lane video can be generated by shifting synthesized image as lane movement amount obtained empirically. Our experiment showed that the similarity between the generated contamination lane image and real lane image is over 90 %. Futhermore, we can verify the reliability of the video generated from the proposed method through the analysis of the change of lane recognition rate. In other words, the recognition rate based on the video generated from the proposed method is very similar to that of the real contamination lane video.