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- 1Edge enhancement
- 1Object detection
- 1Remote sensing imagery
- 1Satellites
- 1Single-shot multibox detector (SSD)
- 1Super-resolution
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Tiny Object Detection in Remote Sensing Images: End-to-End Super-Resolution and Object Detection with Deep Learning
DownloadFall 2020
In this thesis, we study the problem of detecting small objects on low-resolution (LR) satellite imagery. Small-object detection is a challenging problem, especially from LR images. To tackle the challenge, we propose a method to generate super-resolution images from low-resolution images and...
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