Narayanan Babu

Narayanan Babu
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Computer Science - Computer Vision and Pattern Recognition (1)

Publications Authored By Narayanan Babu

The ability to automatically learn task specific feature representations has led to a huge success of deep learning methods. When large training data is scarce, such as in medical imaging problems, transfer learning has been very effective. In this paper, we systematically investigate the process of transferring a Convolutional Neural Network, trained on ImageNet images to perform image classification, to kidney detection problem in ultrasound images. Read More