CNNs for JPEGs: A Study in Computational Cost

Convolutional neural networks (CNNs) have achieved astonishing advances over the past decade, defining state-of-the-art in several computer vision tasks. CNNs are capable of learning robust representations of the data directly from the RGB pixels. However, most image data are usually available in co...

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Hauptverfasser:	Santos, Samuel Felipe dos, Sebe, Nicu, Almeida, Jurandy
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition
Online-Zugang:	Volltext bestellen
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