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06/20/2022
Business Document Information Extraction: Towards Practical Benchmarks
Information extraction from semi-structured documents is crucial for fri...
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05/17/2021
Pseudo-Label Ensemble-based Semi-supervised Learning for Handling Noisy Soiling Segmentation Annotations
Manual annotation of soiling on surround view cameras is a very challeng...
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12/15/2020
Artificial Dummies for Urban Dataset Augmentation
Existing datasets for training pedestrian detectors in images suffer fro...
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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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12/23/2019
FisheyeMultiNet: Real-time Multi-task Learning Architecture for Surround-view Automated Parking System
Automated Parking is a low speed manoeuvring scenario which is quite uns...
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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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05/04/2019
WoodScape: A multi-task, multi-camera fisheye dataset for autonomous driving
Fisheye cameras are commonly employed for obtaining a large field of vie...
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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