• Title/Summary/Keyword: multimedia performance

Search Result 2,804, Processing Time 0.022 seconds

A Study on Smart Korean Cattle Livestock Management Platform based on IoT and Machine Learning (IoT 및 머신러닝 기반 스마트 한우 축사관리 플랫폼에 관한 연구)

  • Park, Jun;Kim, Jun Yeong;Kim, Jeong Hoon;Bang, Ji Hyeon;Jung, Se Hoon;Sim, Chun Bo
    • Journal of Korea Multimedia Society
    • /
    • v.23 no.12
    • /
    • pp.1519-1530
    • /
    • 2020
  • As livestock farms grow in size, the number of breeding individuals increases, making it difficult to manage livestock. Livestock farms require an integrated management system such as a monitoring system, an access control system, and an abnormal behavior detection system to manage livestock houses. In this paper, a smart korean cattle livestock management system using IoT and AI technology was proposed for livestock management in livestock farms. The smart korean cattle farm management system consists of a monitoring and control system, a vehicle access management system, and an abnormal cattle behavior detection system. It is expected that this will help manage large-scale livestock houses, and additional research is needed to improve the performance of abnormal behavior detection in the future.

Visualization System for Natural Disaster Data (자연재난 데이터 실감 가시화 시스템)

  • Kim, Jongyong;Jeong, Seokcheol;Lee, Gyeweon;Cho, Joonyoung;Kim, Dongwook;Park, Sanghun
    • Journal of the Korea Computer Graphics Society
    • /
    • v.24 no.3
    • /
    • pp.21-31
    • /
    • 2018
  • We introduces a system that enables fast and effective visualization of natural disaster data such as typhoons, tsunamis, floods, and flooding to help make informed decisions in disaster situations. Data containing disaster information consists of a few hundred megabytes to many tens and hundreds of gigabytes, which can not be handled by a PC. This system was implemented in the form of a client-server based service to generate and output results from high-performance servers. The server in a built-in, high-performance cluster handles client requests and sends the result of visualization to the client. Clients can receive the results in any form of images, videos, or 3D graphic model by specifying a desired time frame, effectively viewing the results with a user-friendly GUI.

A Performance Evaluation of Multimedia Data Downstream with PDA over Wireless LAN (무선 랜 환경에서 PDA의 멀티미디어 데이터 다운스트림 성능 평가)

  • Hur Hye Sun;Hong Youn Sik;Woo Yo Seop
    • Journal of Korea Multimedia Society
    • /
    • v.8 no.1
    • /
    • pp.71-78
    • /
    • 2005
  • When a PDA is used as a mobile terminal in an infrastructure network based on 802.11b standard wireless LAN, we measured and evaluated the performance of multimedia data transmission. In general, PDAs are mainly used tot receiving bulk data like multimedia data. However, while a PDA as a mobile host transfers multimedia data to a desktop PC as a fixed host in such a network, the time taken to receive data from the PC to the PDA is always longer than the time taken to send data from the PDA to the PC by at least 53%. Thus, we consider some critical factors that affect the time taken to receive Our experimental results show that with the PDA the time taken to access a file for writing is longer than the time taken to access a file for reading of to 4.11 times. In addition, a dramatic change of the site of the receiver window, from 686 bytes to 32,383 bytes, prolongs the time taken to receive. To transfer data without any inter-packet interval for the PDA and to increase the size of the TCP receive buffer will be effective in improving the delay to receive data.

  • PDF

An Information Security Scheme Based on Video Watermarking and Encryption for H.264 Scalable Extension (H.264 Scalable Extension을 위한 비디오 워터마킹 및 암호화 기반의 정보보호 기법)

  • Kim, Won-Jei;Seung, Teak-Young;Lee, Suk-Hwan;Kwon, Ki-Ryong
    • Journal of Korea Multimedia Society
    • /
    • v.15 no.3
    • /
    • pp.299-311
    • /
    • 2012
  • Recently, H.264 SE(scalable extension) has become a standard of next generation multimedia service which is one source, multi-user service in the telecommunication environment of different kinds of networks and terminal equipments. But existing DRM schemes for multimedia service are not fit for H.264 SE system. Because the amount of transmitted multimedia data is changed considering network environment and terminal equipments' performance by the system, but in the existing DRM schemes, the amount of handled multimedia data are not variable according to network environment and terminal equipments' performance. In this paper, an information security scheme combined video watermarking and encryption is presented for H.264 SE. Amount of watermarks and embedding positions are calculated by the frame number of enhancement layers which are created according to the state of networks and terminal equipments. In order to minimize delayed time by video watermarking and encryption, the video data are watermarked and encrypted in the H.264 SE compression process. In the experimental results, we confirmed that proposed scheme is robust against video compression, general signal processing and geometric processing.

Information Retrieval Using Natural Language for Multimedia Information Management Database System (멀티미디어 정보관리 데이터베이스 시스템에서 자연어를 사용한 정보 검색)

  • 이현창;배상현
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.8 no.5
    • /
    • pp.1035-1041
    • /
    • 2004
  • Currently users are tend to use multimedia data types in their applications. Main features of multimedia data types are large amount of data compared to conventional data types. In this reason, it's hard to load data into main memory and to search. That is the cause of occur disk input and output frequently, and decrease the system performance. In this paper, we describe to have fast and efficient access to multimedia data using index technique. Index method presented by paper consists of two parts : one is index file part for keywords and the other is posting file part for the list of file names. Of course, we use keyword. But user is not charge of memory for the keywords. Users just use natural language to insert, delete and search data what he or she wants. Internally, System makes keywords from natural language to get access to multimedia data. It provides convenience to users. Using this study to develop one's application for multimedia, one may have a chance for advanced performance of a system and getting a result speedily.

Improvement of Content-based Image Retrieval by Considering Image Editing Effect (영상편집효과를 고려한 내용기반 영상 검색의 개선에 관한 연구)

  • Kang Seok-Jun;Bae Tae-Meon;Kim Ki-Hyun;Han Seung-Wan;Jeong Chi-Yoon;Nam Tae-Yong;Ro Yong-Man
    • Journal of Korea Multimedia Society
    • /
    • v.9 no.5
    • /
    • pp.564-575
    • /
    • 2006
  • With the rapid increase of the number of multimedia contents, people consume a lot of multimedia contents through various distribution channels. Content-based image retrieval uses visual features that represent the contents of images. And users can retrieve or filter images based on the contents of the images using the features. But, the editing of the multimedia contents distorts the original visual features of the multimedia contents, thereby the performance of content-based image retrieval system could be lowered. In this paper, we describe the image editing effects that lower the performance of the retrieval system and propose algorithms that can remove the image editing effect and improve content-based image retrieval system.

  • PDF

A Basic Study on the Development of a BIM-based Realtime Performance Evaluation Technology for the User Life Safety in the Buildings (건물 내의 사용자 생활안전설계를 위한 BIM기반 실시간 성능검토 기술개발에 관한 기초연구)

  • Lee, Yun Gil
    • Journal of Korea Multimedia Society
    • /
    • v.18 no.9
    • /
    • pp.1058-1067
    • /
    • 2015
  • Dweller's safety is one of the most important factors for the evaluation of building performance. The process of conventional safety design which is normally performed by the codes and designer's experiences is not enough to check the whole possibilities of unexpected accidents in the built environment. It means that the dwellers might be always exposed by the dangerous situation which should have been removed in the architectural design process. In order to solve this problem, this study intends to introduce a rule-based performance evaluation technology based on BIM(Building Information Modeling). The proposed technology focuses on the real time evaluation of dweller's safety in the ordinary life in the designed building alternatives and uses a commercial BIM tool as a design and evaluation platform.

Performance Evaluation of AMC in Clustered OFDM System

  • Cho, Ju-Phil
    • Journal of Korea Multimedia Society
    • /
    • v.8 no.12
    • /
    • pp.1623-1630
    • /
    • 2005
  • Adaptive modulation and coding (AMC), which has a number of variation levels in accordance with the fading channel variation, is a promising technique for communication systems. In this paper, we present an AMC method using the cluster in OFDM system for bandwidth efficiency and performance improvement. The AMC schemes applied into each cluster or some clusters are determined by the minimum or the average SNR value among all the sub carriers within the corresponding cluster. It is important to find the optimal information on cluster because AMC performance can be varied according to the number and position of cluster. It is shown by computer simulation that the AMC method outperforms the fixed modulation in terms of bandwidth efficiency and its performance can be determined by the position and number of clusters.

  • PDF

Performance Analysis of RDBMS and MongoDB through YCSB in Medical Data Processing System Based HL7 FHIR (HL7 FHIR 기반 의료 데이터 처리 시스템에서 YCSB를 통한 RDBMS와 MongoDB의 성능 분석 연구)

  • Jeon, Dong-cheol;Lee, Byung Mun;Hwang, Heejoung
    • Journal of Korea Multimedia Society
    • /
    • v.21 no.8
    • /
    • pp.934-941
    • /
    • 2018
  • There are some limits on cost and efficiency for large amount of data in RDBMS, and NoSQL is starting to gain popularity. In medical institutions, data forms are different between organizations, and that makes difficulty for interoperability between organizations. In this paper we focused on performance issues between RDMBS and NoSQL in medical documents. We had built two different environment and had experiment comparative analysis of NoSQL with RDBMS based on medical data. We used medical HL7 FHIR as a medical data standard. Also YCSB benchmark tool was used for performance comparison. Experiments shows that NoSQL has better performance in large amounts of medical data processing systems that have over 10,000~100,000 records.

Fundamental Considerations: Impact of Sensor Characteristics, Application Environments in Wireless Sensor Networks

  • Choi, Dongmin;Chung, Ilyong
    • Journal of Korea Multimedia Society
    • /
    • v.17 no.4
    • /
    • pp.441-457
    • /
    • 2014
  • Observed from the recent performance evaluation of clustering schemes in wireless sensor networks, we found that most of them did not consider various sensor characteristics and its application environment. Without considering these, the performance evaluation results are difficult to be trusted because these networks are application-specific. In this paper, for the fair evaluation, we measured several clustering scheme's performance variations in accordance with sensor data pattern, number of sensors per node, density of points of interest (data density) and sensor coverage. According to the experiment result, we can conclude that clustering methods are easily influenced by POI variation. Network lifetime and data accuracy are also slightly influenced by sensor coverage and number of sensors. Therefore, in the case of the clustering scheme that did not consider various conditions, fair evaluation cannot be expected.