A Variational Approach for Optical Flow Estimation in Infra-Red or Thermal Images

被引:0
|
作者
Kumar, Sanoj [1 ]
Kumar, Sanjeev [1 ]
Raman, Balasubramanian [2 ]
机构
[1] IIT Roorkee, Dept Math, Haridwar 24667, Uttarakhand, India
[2] IIT Roorkee, Dept Comp Sci & Engn, Haridwar 24667, Uttarakhand, India
来源
2013 IEEE SECOND INTERNATIONAL CONFERENCE ON IMAGE INFORMATION PROCESSING (ICIIP) | 2013年
关键词
Optical flow; infra-red imaging; thermal imaging; visual surveillance; motion information;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The most important application of the thermo vision system is the detection and tracking of moving objects in infrared images. In this paper, we have designed an approach for estimating the optical flow in thermal image sequences. This optical flow estimation approach is based on local as well as a global method which takes the advantages of both the brightness constancy assumption and spatiotemporal smoothness constraints. A new nonlinear cost function is designed with these constraints. This nonlinear cost function is minimized by the modified steepest descent method. The estimated optical flow fields demonstrate a high level of random motions caused by thermal noise. The experimental results show the robustness of the proposed method.
引用
收藏
页码:56 / 61
页数:6
相关论文
共 50 条
  • [41] TARGET DETECTION IN CLUTTERED ENVIRONMENTS USING INFRA-RED IMAGES
    McIntosh, Bruce
    Venkataramanan, Shashanka
    Mahalanobis, Abhijit
    2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2020, : 2026 - 2030
  • [42] Visualization of infra-red images by multiwave mixing in resonant media
    Romanov, Oleg G.
    Ormachea, Omar A.
    Tolstik, Alexei L.
    ICONO 2007: COHERENT AND NONLINEAR OPTICAL PHENOMENA, 2007, 6729
  • [43] On the Influence of Infra-Red Sensor in the Accurate Estimation of Grinding Temperatures
    Urgoiti, Lander
    Barrenetxea, David
    Antonio Sanchez, Jose
    Pombo, Inigo
    Alvarez, Jorge
    SENSORS, 2018, 18 (12)
  • [44] LIGHT SUM OF PHOSPHORS UNDER THERMAL AND INFRA-RED STIMULATION
    ELLICKSON, RT
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1946, 36 (05) : 264 - 269
  • [45] Study of thermal patterns on the heated wall by infra-red technique
    G. Hetsroni
    A. Mosyak
    R. Rozenblit
    Journal of Visualization, 2002, 5 (1) : 3 - 3
  • [46] An Infra-red Reflecting Optical Coating for Solar Cover Glass
    Law, Adam M.
    Kaminski, Piotr M.
    Isherwood, Patrick J. M.
    Walls, John Michael
    2019 IEEE 46TH PHOTOVOLTAIC SPECIALISTS CONFERENCE (PVSC), 2019, : 1913 - 1918
  • [47] The design and capabilities of the EXIST optical and infra-red telescope (IRT)
    Kutyrev, A. S.
    Moseley, S. H.
    Golisano, C.
    Gong, Q.
    Allen, B. T.
    Gehrels, N.
    Grindlay, J. E.
    Hong, J. S.
    Woodgate, B. E.
    SPACE TELESCOPES AND INSTRUMENTATION 2010: OPTICAL, INFRARED, AND MILLIMETER WAVE, 2010, 7731
  • [48] Optical characterisation of quantum well infra-red detector structures
    Guzmán, A
    Sánchez-Rojas, JL
    Tijero, JMG
    Sánchez, JJ
    Hernando, J
    Calleja, E
    Muñoz, E
    Vergara, G
    Montojo, MT
    Gómez, LJ
    Rodriíguez, P
    Almazán, R
    Verdú, M
    IEE PROCEEDINGS-OPTOELECTRONICS, 1999, 146 (02): : 89 - 92
  • [49] Chromium echelette gratings on optical flats for infra-red investigations
    Wood, RW
    PHILOSOPHICAL MAGAZINE, 1929, 7 (44): : 742 - 744