Remote Sensing Image Super-resolution and Object Detection: Benchmark and State of the Art

no code implementations • 5 Nov 2021 • Yi Wang, Syed Muhammad Arsalan Bashir, Mahrukh Khan, Qudrat Ullah, Rui Wang, Yilin Song, Zhe Guo, Yilong Niu

In most cases, the datasets for small object detection in remote sensing images are inadequate.

Generative Adversarial Network Image Super-Resolution +4

A Comprehensive Review of Deep Learning-based Single Image Super-resolution

no code implementations • 18 Feb 2021 • Syed Muhammad Arsalan Bashir, Yi Wang, Mahrukh Khan, Yilong Niu

This survey is an effort to provide a detailed survey of recent progress in single-image super-resolution in the perspective of deep learning while also informing about the initial classical methods used for image super-resolution.

Image Super-Resolution