220 citations · 371 across the 16 of their papers we have counts for
3 papers · 1 filter
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation
Lin Yang, Yizhe Zhang, Jianxu Chen +2
Image segmentation is a fundamental problem in biomedical image analysis. Recent advances in deep learning have achieved promising results on many biomedical image segmentation ben…
Neuron Segmentation Using Deep Complete Bipartite Networks
Jianxu Chen, Sreya Banerjee, Abhinav Grama +2
In this paper, we consider the problem of automatically segmenting neuronal cells in dual-color confocal microscopy images. This problem is a key task in various quantitative analy…
Optimizing Memory Efficiency for Convolution Kernels on Kepler GPUs
Xiaoming Chen, Jianxu Chen, Danny Z. Chen +1
Convolution is a fundamental operation in many applications, such as computer vision, natural language processing, image processing, etc. Recent successes of convolutional neural n…