31 citations · 44 across the 8 of their papers we have counts for
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eess.IV2019★ 1 cited
Tracking-Assisted Segmentation of Biological Cells
Deepak K. Gupta, Nathan de Bruijn, Andreas Panteli +1
U-Net and its variants have been demonstrated to work sufficiently well in biological cell tracking and segmentation. However, these methods still suffer in the presence of complex…
cs.CV2019
Model Decay in Long-Term Tracking
Efstratios Gavves, Ran Tao, Deepak K. Gupta +1
Updating the tracker model with adverse bounding box predictions adds an unavoidable bias term to the learning. This bias term, which we refer to as model decay, offsets the learni…