73 citations · 212 across the 46 of their papers we have counts for
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cs.CV2018★ 73 cited
Task-Driven Super Resolution: Object Detection in Low-resolution Images
Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita
We consider how image super resolution (SR) can contribute to an object detection task in low-resolution images. Intuitively, SR gives a positive impact on the object detection tas…
cs.CV2018★ 26 cited
Deep Back-Projection Networks For Super-Resolution
Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita
The feed-forward architectures of recently proposed deep super-resolution networks learn representations of low-resolution inputs, and the non-linear mapping from those to high-res…