480 citations · 727 across the 19 of their papers we have counts for
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cs.CV2013★ 53 cited
Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks
Alessandro Giusti, Dan C. Cireşan, Jonathan Masci +2
Deep Neural Networks now excel at image classification, detection and segmentation. When used to scan images by means of a sliding window, however, their high computational complex…
cs.CV2013★ 16 cited
A Fast Learning Algorithm for Image Segmentation with Max-Pooling Convolutional Networks
Jonathan Masci, Alessandro Giusti, Dan Cireşan +2
We present a fast algorithm for training MaxPooling Convolutional Networks to segment images. This type of network yields record-breaking performance in a variety of tasks, but is…