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Showing 1 to 4 of 4 for “"Faster-RCNN"”.
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Multiple scale sharing faster-RCNN
The student, Siwei Tang, submitted this Thesis for approval on 2019-04-24 at 10:10.
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Assessing High Dynamic Range Imagery Performance for Object Detection in Maritime Environments
… to compare the performance of these networks. Faster-RCNN, SSD, and YOLOv5 were used to compare. Results determined Faster-RCNN and YOLOv5 networks trained on fixed exposure images outperformed their HDR counterparts while SSDs performed better when using HDR images. Better fixed exposure …
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Depth aware RCNN
… object detection branch in our model outperforms Faster-RCNN on the challenging KITTI detection benchmark and the Cityscapes dataset. Likewise, the performance of our depth prediction branch is slightly better compared with methods using the same depth prediction architecture.
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End-To-End Text Detection Using Deep Learning
… followed by a deep network based on Faster-RCNN. The attention model produces a high-resolution map that indicates likely locations of text instances. A novel aspect of the system is an early fusion step that merges the attention map directly with the input image prior to word-box …