Tracking in molecular bioimaging

Meijering E.; Smal I.; Danuser G.

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Tracking in molecular bioimaging

机译：跟踪分子生物成像

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This paper aims to simulate the application of more advanced computer vision techniques to tracking in biological molecular imaging by surveying the literature and sketching the current state of affairs in the field for a signal and image processing audience. After describing the basic principles of visualizing molecular dynamics in living cells and giving some examples of biological molecular dynamics studies, the paper summarizes the problems and limitations intrinsic to imaging at this scale. The paper then discusses the main ingredients of the commonly used tracking paradigm and subsequently reconsider its competence by comparing it to certain aspects of visual motion perception in human beings, keeping in mind the complexity and variability of biological image data. Finally, it summarizes the main points of attention for future research and the challenges that lie ahead.

机译：本文旨在通过调查文献并为信号和图像处理受众描绘当前领域的现状，以模拟更先进的计算机视觉技术在生物分子成像中的跟踪应用。在描述了可视化活细胞分子动力学的基本原理并给出了一些生物分子动力学研究的实例之后，本文总结了这种规模成像固有的问题和局限性。然后，本文讨论了常用的跟踪范例的主要成分，随后通过将其与人类视觉运动感知的某些方面进行比较来重新考虑其功能，同时要记住生物图像数据的复杂性和可变性。最后，它总结了未来研究的主要注意点以及未来的挑战。

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来源
《IEEE Signal Processing Magazine》 |2006年第3期|p.46-53|共8页
作者
Meijering E.; Smal I.; Danuser G.;
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正文语种 eng
中图分类通信理论;
关键词
biological techniques; biology computing; computer vision; molecular biophysics; tracking; biological molecular dynamics; biological molecular imaging; computer vision techniques; tracking paradigm; visual motion perception;

机译：生物技术;生物学计算;计算机视觉;分子生物物理学;跟踪;生物分子动力学;生物分子成像;计算机视觉技术;跟踪范式;视觉运动感知;

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1. Multiple object tracking in molecular bioimaging by Rao-Blackwellized marginal particle filtering. [J] . Smal I, Meijering E, Draegestein K, Medical image analysis . 2008,第6期

机译：通过Rao-Blackwellized边缘粒子滤波在分子生物成像中进行多目标跟踪。
2. Fluorescent quantum dots-zika virus hybrid nanoconjugates for biolabeling, bioimaging, and tracking host-cell interactions [J] . Carvalho Sandhra M., Mansur Alexandra A. P., Carvalho Isadora C., Materials Letters . 2020,第Octa15期

机译：用于生物标记，生物成像和跟踪宿主细胞相互作用的荧光量子点 - Zika病毒杂交纳米缀合物
3. Manganese oxide-carbon quantum dots nano-composites for fluorescence/magnetic resonance (T1) dual mode bioimaging, long term cell tracking, and ROS scavenging [J] . Das Bodhisatwa, Girigoswami Agnishwar, Pal Pallabi, Materials science & engineering . 2019,第SEPa期

机译：氧化锰-碳量子点纳米复合材料，用于荧光/磁共振（T1）双模式生物成像，长期细胞跟踪和ROS清除
4. Rao-Blackwellized Marginal Particle Filtering for Multiple Object Tracking in Molecular Bioimaging [C] . Ihor Smal, Katharina Draegestein, Niels Galjart, International Conference on Information Processing in Medical Imaging(IPMI 2007); 20070702-06; Kerkrade(NL) . 2007

机译：Rao-Blackwellized边缘粒子滤波在分子生物成像中的多目标跟踪
5. Mathematical Methods and Algorithms for Identification, Tracking, and Quantitative Analysis in Cellular Bioimaging. [D] . Zerari Boukari, Fatima. 2017

机译：用于细胞生物成像识别，跟踪和定量分析的数学方法和算法。
6. Eu3+ doped α-sodium gadolinium fluoride luminomagnetic nanophosphor as a bimodal nanoprobe for high-contrast in vitro bioimaging and external magnetic field tracking applications [O] . Satbir Singh, Pawan Kumar, Benny Abraham Kaipparettu, -1

机译：Eu3 +掺杂的α-氟化fluoride钠发光磁性纳米磷光体作为双峰纳米探针用于高对比度的体外生物成像和外部磁场跟踪应用
7. Tracking in molecular bioimaging [O] . Erik Meijering, Ihor Smal, Gaudenz Danuser 2006

机译：跟踪分子生物成像

Tracking in molecular bioimaging

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