A Parallel Implementation of IR Video Processing on a GPU

被引：0
|
作者：
Jarrah, Amin [1 ]
Mirzaei, Golrokh [1 ]
Majid, Mohammad Wadood [1 ]
Ross, J. [2 ]
Jamali, M. M.
Gorsevski, P. V. [2 ]
Frizado, J. [2 ]
Bingman, V. P. [2 ]
机构：
[1] Univ Toledo, Dept Elect Engn & Comp Sci, 2801 W Bancroft St, Toledo, OH 43606 USA
[2] Bowling Green State Univ, Geospat Sci Sch Earth & Environ, Bowling Green, OH 43403 USA
来源：
2013 IEEE 56TH INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS) | 2013年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
A bird and bat monitoring system has been developed that uses marine radar, IR camera and acoustic recorders for wind farm applications. IR video recording is used to monitor birds and bats activity which will be useful for wildlife biologists in developing mitigation techniques to minimize impact of wind turbines on birds and bats. In order to process nocturnal migration data that is recorded from one hour after sun set to one hour before the sun rise requires high speed computations. IR video processing is computationally intensive. A parallel processing approach and use of GPU is proposed to process IR video data that will meet real time requirements. This paper examines the parallel implementation of the IR video processing on GPU. We achieved the real time requirements and the necessary performance for analyzing IR with size 704x480.
引用
收藏
页码：1160 / 1163
页数：4
相关论文
共 50 条
  • [41] The Application of GPU in RS Image Parallel Processing
    Yang, Jingyu
    Zhang, Yongsheng
    Liu, Zhaohua
    Xie, Chao
    Ji, Song
    Tong, Xiaochong
    [J]. ITESS: 2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES, PT 1, 2008, : 870 - 876
  • [42] A Review on Parallel Medical Image Processing on GPU
    Khor, Hui Liang
    Liew, Siau-Chuin
    Zain, Jasni Mohd.
    [J]. 2015 4TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND COMPUTER SYSTEMS (ICSECS), 2015, : 45 - 48
  • [43] Video compression with parallel processing
    Ahmad, I
    He, Y
    Liou, ML
    [J]. PARALLEL COMPUTING, 2002, 28 (7-8) : 1039 - 1078
  • [44] A parallel architecture for video processing
    Altilar, DT
    Paker, Y
    Sahiner, AV
    [J]. HIGH-PERFORMANCE COMPUTING AND NETWORKING, 1997, 1225 : 929 - 939
  • [45] GPU Parallel Computing of Spherical Panorama Video Stitching
    Liao, Wei-Sheng
    Hsieh, Tung-Ju
    Chang, Yang-Lang
    [J]. PROCEEDINGS OF THE 2012 IEEE 18TH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS 2012), 2012, : 890 - 895
  • [46] Implementation of Image Processing Algorithms Based on GPU
    Tsmots, Ivan
    Berezkyi, Oleh
    Ihnatiev, Ihor
    Gumovska, Iryna
    [J]. 2016 XITH INTERNATIONAL SCIENTIFIC AND TECHNICAL CONFERENCE COMPUTER SCIENCES AND INFORMATION TECHNOLOGIES (CSIT), 2016, : 27 - 29
  • [47] Fast, parallel implementation of particle filtering on the GPU architecture
    Gelencser-Horvath, Anna
    Tornai, Gabor Janos
    Horvath, Andras
    Cserey, Gyoergy
    [J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2013,
  • [48] Parallel implementation of fuzzified pattern matching algorithm on GPU
    Soroushnia, Shima
    Daneshtalab, Masoud
    Pahikkala, Tapio
    Plosila, Juha
    [J]. 23RD EUROMICRO INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED, AND NETWORK-BASED PROCESSING (PDP 2015), 2015, : 341 - 344
  • [49] Implementation of parallel power flow calculation based on GPU
    Xia, Jun-Feng
    Yang, Fan
    Li, Jing
    Zheng, Xiu-Yu
    [J]. Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2010, 38 (18): : 100 - 103
  • [50] A Novel Parallel Motion Estimation Design and Implementation on GPU
    Zhang, Tao
    An, Xinqi
    Zhao, Xin
    Gao, Xinyi
    [J]. IEEE ACCESS, 2019, 7 : 11747 - 11753
12345