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07/01/2020
TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric
Automotive cameras, particularly surround-view cameras, tend to get soil...
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12/04/2019
Let's Get Dirty: GAN Based Data Augmentation for Soiling and Adverse Weather Classification in Autonomous Driving
Cameras are getting more and more important in autonomous driving. Wide-...
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05/04/2019
SoilingNet: Soiling Detection on Automotive Surround-View Cameras
Cameras are an essential part of sensor suite in autonomous driving. Sur...
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02/09/2019
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving
Generative Adversarial Networks (GAN) have gained a lot of popularity fr...
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01/26/2019
Challenges in Designing Datasets and Validation for Autonomous Driving
Autonomous driving is getting a lot of attention in the last decade and ...
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01/19/2019
Design of Real-time Semantic Segmentation Decoder for Automated Driving
Semantic segmentation remains a computationally intensive algorithm for ...
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01/11/2019