Real-time detection of colored objects in multiple camera streams with off-the-shelf hardware components

被引:0
|
作者
Christoph H. Lampert
Jan Peters
机构
[1] Institute of Science and Technology Austria,
[2] Max-Planck Institute for Biological Cybernetics,undefined
来源
关键词
Image processing; Object detection/tracking; 3D trajectories; GPU/CUDA; Open source;
D O I
暂无
中图分类号
学科分类号
摘要
We describe RTblob, a high speed vision system that detects objects in cluttered scenes based on their color and shape at a speed of over 800 frames/s. Because the system is available as open-source software and relies only on off-the-shelf PC hardware components, it can provide the basis for multiple application scenarios. As an illustrative example, we show how RTblob can be used in a robotic table tennis scenario to estimate ball trajectories through 3D space simultaneously from four cameras images at a speed of 200 Hz.
引用
收藏
页码:31 / 41
页数:10
相关论文
共 50 条
  • [1] Real-time detection of colored objects in multiple camera streams with off-the-shelf hardware components
    Lampert, Christoph H.
    Peters, Jan
    JOURNAL OF REAL-TIME IMAGE PROCESSING, 2012, 7 (01) : 31 - 41
  • [2] Hybrid Simulation and Off-the-Shelf Hardware for Efficient Real-Time Simulation Studies
    Le-Huy, Philippe
    Huang, Jinan
    Guay, Francis
    Kamwa, Innocent
    2020 6TH IEEE INTERNATIONAL ENERGY CONFERENCE (ENERGYCON), 2020, : 98 - 103
  • [3] UTILIZING COMMERCIAL OFF-THE-SHELF SMARTWATCHES IN A REAL-TIME DROWSINESS DETECTION SYSTEM
    Pugliese, L.
    Violante, M.
    Groppo, R.
    Noce, S.
    SLEEP MEDICINE, 2024, 115 : 80 - 80
  • [4] Utilizing commercial off-the-shelf PC graphics hardware for real-time hardware-in-the-loop scene generation
    Olson, EM
    Potter, JD
    TECHNOLOGIES FOR SYNTHETIC ENVIRONMENTS: HARDWARE-IN-THE-LOOP TESTING VIII, 2003, 5092 : 221 - 230
  • [5] A firm real-time system implementation using commercial off-the-shelf hardware and free software
    Srinivasan, B
    Pather, S
    Hill, R
    Ansari, F
    Niehaus, D
    FOURTH IEEE REAL-TIME TECHNOLOGY AND APPLICATIONS SYMPOSIUM - PROCEEDINGS, 1998, : 112 - 119
  • [6] pyDVS: An Extensible, Real-time Dynamic Vision Sensor Emulator using Off-the-Shelf Hardware
    Garcia, Garibaldi Pineda
    Camilleri, Patrick
    Liu, Qian
    Furber, Steve
    PROCEEDINGS OF 2016 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2016,
  • [7] Real-time tracking of multiple skin-colored objects with a possibly moving camera
    Argyros, AA
    Lourakis, MIA
    COMPUTER VISION - ECCV 2004, PT 3, 2004, 3023 : 368 - 379
  • [8] Assessing monoplane camera calibration performance with off-the-shelf hardware
    Chiorboli, G.
    Morandi, C.
    Vascotto, M.
    Vecchi, G.P.
    Measurement: Journal of the International Measurement Confederation, 1994, 13 (03): : 199 - 211
  • [9] Demonstrating a real-time QAM-16 visible light communications utilizing off-the-shelf hardware
    Fuada, Syifaul
    Pradana, Angga
    Adiono, Trio
    Popoola, Wasiu O.
    RESULTS IN OPTICS, 2023, 10
  • [10] Correct-by-Construction Parallelization of Hard Real-Time Avionics Applications on Off-the-Shelf Predictable Hardware
    Didier, Keryan
    Potop-Butucaru, Dumitru
    Iooss, Guillaume
    Cohen, Albert
    Souyris, Jean
    Baufreton, Philippe
    Graillat, Amaury
    ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2019, 16 (03)