• Title/Summary/Keyword: multi-cameras

Search Result 255, Processing Time 0.026 seconds

AUTOMATIC BROADCAST VIDEO GENERATION FOR BALL SPORTS FROM MULTIPLE VIEWS

  • Choi, Kyu-Hyoung;Lee, Sang-Wook;Seo, Yong-Duek
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2009.01a
    • /
    • pp.193-198
    • /
    • 2009
  • Generally a TV broadcast video of ball sports is composed from those of multiple cameras strategically mounted around a stadium under the supervision of a master director. The director decides which camera the current view should be from and how the camera work should be. In this paper, such a decision rule is based on the 3D location of ball which is the result of multi-view tracking. While current TV sports broadcast are accompanied with professional cameramen and expensive equipments, our system requires few video cameras and no cameraman. The resulted videos were stable and informative enough to convey the flow of a match.

  • PDF

Realizing the Potential of Small-sized Aperture Camera (SAC) in High-Resolution Imaging Age

  • Choi, Young-Wan;Kim, Ee-Eul;Park, Sung-dong
    • Proceedings of the KSRS Conference
    • /
    • 2003.11a
    • /
    • pp.642-644
    • /
    • 2003
  • SAC is a compact electro-optical camera for imaging in visible-NIR spectral ranges. SAC provides highresolution images over the wide geometric and spectral ranges: 10 m ground sample distance (GSD) and 50 km swath width in the spectral ranges of 520 ${\sim}$ 890 nm. SAC is designed to produce high quality images: modulation transfer function (MTF) of more than 15 %; signal-to-noise ratio (SNR) of more than 100. The missions of SAC incorporate various imaging operations: multi-spectral imaging; super swath-width imaging with cameras in parallel; along-track stereo imaging with slanted 2 cameras.

  • PDF

Multi-Person Tracking Using SURF and Background Subtraction for Surveillance

  • Yu, Juhee;Lee, Kyoung-Mi
    • Journal of Information Processing Systems
    • /
    • v.15 no.2
    • /
    • pp.344-358
    • /
    • 2019
  • Surveillance cameras have installed in many places because security and safety is becoming important in modern society. Through surveillance cameras installed, we can deal with troubles and prevent accidents. However, watching surveillance videos and judging the accidental situations is very labor-intensive. So now, the need for research to analyze surveillance videos is growing. This study proposes an algorithm to track multiple persons using SURF and background subtraction. While the SURF algorithm, as a person-tracking algorithm, is robust to scaling, rotating and different viewpoints, SURF makes tracking errors with sudden changes in videos. To resolve such tracking errors, we combined SURF with a background subtraction algorithm and showed that the proposed approach increased the tracking accuracy. In addition, the background subtraction algorithm can detect persons in videos, and SURF can initialize tracking targets with these detected persons, and thus the proposed algorithm can automatically detect the enter/exit of persons.

Generation and Coding of Layered Depth Images for Multi-view Video Representation with Depth Information (깊이정보를 포함한 다시점 비디오로부터 계층적 깊이영상 생성 및 부호화 기법)

  • Yoon, Seung-Uk;Lee, Eun-Kyung;Kim, Sung-Yeol;Ho, Yo-Sung;Yun, Kug-Jin;Kim, Dae-Hee;Hur, Nam-Ho;Lee, Soo-In
    • Proceedings of the IEEK Conference
    • /
    • 2005.11a
    • /
    • pp.375-378
    • /
    • 2005
  • The multi-view video is a collection of multiple videos capturing the same scene at different viewpoints. The multi-view video can be used in various applications, including free viewpoint TV and three-dimensional TV. Since the data size of the multi-view video linearly increases as the number of cameras, it is necessary to compress multi-view video data for efficient storage and transmission. The multi-view video can be coded using the concept of the layered depth image (LDI). In this paper, we describe a procedure to generate LDI from the natural multi-view video and present a method to encode multi-view video using the concept of LDI.

  • PDF

Real-time 3D Volumetric Model Generation using Multiview RGB-D Camera (다시점 RGB-D 카메라를 이용한 실시간 3차원 체적 모델의 생성)

  • Kim, Kyung-Jin;Park, Byung-Seo;Kim, Dong-Wook;Kwon, Soon-Chul;Seo, Young-Ho
    • Journal of Broadcast Engineering
    • /
    • v.25 no.3
    • /
    • pp.439-448
    • /
    • 2020
  • In this paper, we propose a modified optimization algorithm for point cloud matching of multi-view RGB-D cameras. In general, in the computer vision field, it is very important to accurately estimate the position of the camera. The 3D model generation methods proposed in the previous research require a large number of cameras or expensive 3D cameras. Also, the methods of obtaining the external parameters of the camera through the 2D image have a large error. In this paper, we propose a matching technique for generating a 3D point cloud and mesh model that can provide omnidirectional free viewpoint using 8 low-cost RGB-D cameras. We propose a method that uses a depth map-based function optimization method with RGB images and obtains coordinate transformation parameters that can generate a high-quality 3D model without obtaining initial parameters.

Adaptational changes of behaviors in hens introduced to a multi-tier system

  • Cheon, Si Nae;Choi, Yang-Ho;Park, Kyu-Hyun;Lee, Jun Yeob;Jeon, Jung Hwan
    • Journal of Animal Science and Technology
    • /
    • v.62 no.2
    • /
    • pp.276-291
    • /
    • 2020
  • This study was conducted to investigate behavioral changes in laying hens (Hy-Line Brown) after transfer to a multi-tier system from the floor system and to examine their production performance. The hens were randomly divided into two groups and were allocated to the multi-tier system and the floor system at a commercial farm. Behavior of the laying hens was recorded by CCD (charge-coupled device) cameras and a digital video recorder. The data were scanned every 2 min to obtain an instantaneous behavioral sample or were immediately counted whenever the hens exhibited a designated behavior. Behavior changed dramatically during the first seven days. Egg production was higher in the multi-tier system, while cracked and dirty eggs were more frequent in the floor system (p < 0.05). No differences in mortality rate or egg quality were observed between the groups. In conclusion, the hens needed at least seven days to adapt to the multi-tier system. The multi-tier system was more efficient than the floor system in terms of production performance.

Real-time 3D model generation system using multi-view images (다시점 영상을 이용한 실시간 3D 모델 생성 시스템)

  • Park, Jeong-Sun;Son, Hyung-Jae;Park, Jeung-Chul;Oh, Il-Seok
    • Journal of Digital Contents Society
    • /
    • v.18 no.2
    • /
    • pp.383-392
    • /
    • 2017
  • This paper introduces a real-time 3D model generation system that can process in real time from multi-view image acquisition to image-based 3D model generation. This system describes how to collect, transmit, and manage the HD images input from 18 cameras and explain the background separation and smooth 3D volume model generation process. This paper proposes a new distributed data transmission and reception method for real-time processing of HD images input from 18 cameras. In addition, we describe a codebook-based background separating algorithm and a modified marching cube algorithm using perspective difference interpolation to generate smooth 3D models from multi-view images. The system is currently being built with a throughput rate of 30 frames per second.

An Adaptive Motion Vector Estimation Method for Multi-view Video Coding Based on Spatio-temporal Correlations among Motion Vectors (움직임 벡터들의 시·공간적 상관성을 이용한 다시점 비디오 부호화를 위한 적응적 움직임 벡터 추정 기법)

  • Yoon, Hyo-Sun;Kim, Mi-Young
    • The Journal of the Korea Contents Association
    • /
    • v.18 no.12
    • /
    • pp.35-45
    • /
    • 2018
  • Motion Estimation(ME) has been developed to reduce the redundant data in digital video signal. ME is an important part of video encoding system, However, it requires huge computational complexity of the encoder part, and fast motion search methods have been proposed to reduce huge complexity. Multi- view video is obtained by capturing on a three-dimensional scene with many cameras at different positions and its complexity increases in proportion to the number of cameras. In this paper, we proposed an efficient motion method which chooses a search pattern adaptively by using the temporal-spatial correlation of the block and the characteristics of the block. Experiment results show that the computational complexity reduction of the proposed method over TZ search method and FS method can be up to 70~75% and 99% respectively while keeping similar image quality and bit rates.

An Analysis of Similarity Measures for Area-based Multi-Image Matching (다중영상 영역기반 영상정합을 위한 유사성 측정방법 분석)

  • Noh, Myoung-Jong;Kim, Jung-Sub;Cho, Woo-Sug
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
    • /
    • v.30 no.2
    • /
    • pp.143-152
    • /
    • 2012
  • It is well-known that image matching is necessary for automatic generation of 3D data such as digital surface data from aerial images. Recently developed aerial digital cameras allow to capture multi-strip images with higher overlaps and less occluded areas than conventional analogue cameras and that much of researches on multi-image matching have been performed, particularly effective methods of measuring a similarity among multi-images using point features as well as linear features. This research aims to investigate similarity measuring methods such as SSD and SNCC incorporated into a area based multi-image matching method based on vertical line locus. In doing this, different similarity measuring entities such as grey value, grey value gradient, and average of grey value and its gradient are implemented and analyzed. Further, both dynamic and pre-fixed adaptive-window size are tested and analyzed in their behaviors in measuring similarity among multi-images. The aerial images used in the experiments were taken by a DMC aerial frame camera in three strips. The over-lap and side-lap are about 80% and 60%, respectively. In the experiment, it was found that the SNCC as similarity measuring method, the average of grey value and its gradient as similarity measuring entity, and dynamic adaptive-window size can be best fit to measuring area-based similarity in area based multi-image matching method based on vertical line locus.

Implementation of MPEG-4 Encoder for PC-Based Real-time Multi-channel DVR Systems (PC 기반의 실시간 다채널 DVR 시스템을 위한 MPEG-4 인코더 구현)

  • Jang, Kyung-Hyun;Park, Ki-Tae;Kim, Chan-Gyu;Hong, In-Hwa;Kim, Jin-Kook;Yeo, Hun-Gu;Moon, Young-Shik
    • Proceedings of the IEEK Conference
    • /
    • 2005.11a
    • /
    • pp.565-568
    • /
    • 2005
  • Even though there has been a great deal of research and development for the compression techniques such as H.263, MPEG-1, and MPEG-2 in DVR systems, an efficient scheme for storing, accessing, and managing the huge amount of video data from multi-channel cameras needs to be developed. In this paper, we describe an implementation of MPEG-4 encoder for PC-based real-time multi-channel DVR systems.

  • PDF