CNN Fixations: An Unraveling Approach to Visualize the Discriminative Image Regions

Deep convolutional neural networks (CNNs) have revolutionized the computer vision research and have seen unprecedented adoption for multiple tasks, such as classification, detection, and caption generation. However, they offer little transparency into their inner workings and are often treated as bl...

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Veröffentlicht in:IEEE transactions on image processing 2019-05, Vol.28 (5), p.2116-2125
Hauptverfasser: Mopuri, Konda Reddy, Garg, Utsav, Venkatesh Babu, R.
Format: Artikel
Sprache:eng
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