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cs.CV2023
How Do ConvNets Understand Image Intensity?
Jackson Kaunismaa, Michael Guerzhoy
Convolutional Neural Networks (ConvNets) usually rely on edge/shape information to classify images. Visualization methods developed over the last decade confirm that ConvNets rely…
cs.CV2020★ 1 cited
Salient Facial Features from Humans and Deep Neural Networks
Shanmeng Sun, Wei Zhen Teoh, Michael Guerzhoy
In this work, we explore the features that are used by humans and by convolutional neural networks (ConvNets) to classify faces. We use Guided Backpropagation (GB) to visualize the…