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Application of the IMM-JPDA filter to multiple target tracking in total internal reflection fluorescence microscopy images


, : Application of the IMM-JPDA filter to multiple target tracking in total internal reflection fluorescence microscopy images. Medical Image Computing and Computer-Assisted Intervention 15(Pt 1): 357-364

We propose a multi-target tracking method using an Interacting Multiple Model Joint Probabilistic Data Association (IMM-JPDA) filter for tracking vesicles in total internal reflection fluorescence microscopy (TIRFM) sequences. We enhance the accuracy and reliability of the algorithm by tailoring an appropriate framework to this application. Evaluation of our algorithm is performed on both realistic synthetic data and real TIRFM data. Our results are compared against related methods and a commercial tracking software.

US$29.90

PMID: 23285571


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