Multi-Semi-Couple Super-Resolution Method for Edge Computing

Video analyses based on edge computing typically need high-resolution video images, while, in practice, the resolutions of captured video images may not high enough. Thus, super-resolution techniques are possible solutions for such purpose with input low-resolution images. Sparse-coding-based super-...

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Veröffentlicht in:	IEEE access Jg. 6; S. 5511 - 5520
Hauptverfasser:	Yang, Xiaomin, Wu, Wei, Liu, Kai, Kim, Pyoung Won, Sangaiah, Arun Kumar, Jeon, Gwanggil
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.01.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Clustering algorithms Coefficients Dictionaries Edge computing High resolution Image coding Image edge detection Image reconstruction Image resolution Machine learning Patches (structures) spare coding super-resolution Training
ISSN:	2169-3536, 2169-3536
Online-Zugang:	Volltext
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