44 citations · 61 across the 8 of their papers we have counts for
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cs.CV2017★ 10 cited
Dataset Augmentation with Synthetic Images Improves Semantic Segmentation
Manik Goyal, Param Rajpura, Hristo Bojinov +1
Although Deep Convolutional Neural Networks trained with strong pixel-level annotations have significantly pushed the performance in semantic segmentation, annotation efforts requi…
cs.CV2017★ 44 cited
Object Detection Using Deep CNNs Trained on Synthetic Images
Param S. Rajpura, Hristo Bojinov, Ravi S. Hegde
The need for large annotated image datasets for training Convolutional Neural Networks (CNNs) has been a significant impediment for their adoption in computer vision applications.…