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Davy Neven

2 accepted papers

2019

Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth

CVPR 2019oral

Current state-of-the-art instance segmentation methods are not suited for real-time applications like autonomous driving, which require fast execution times at high accuracy. Although the currently dominant proposal-based methods have high accuracy, they are slow and generate masks at a fixed and lo…

Cited by 325PDFcodeScholar
2018

Classification-Driven Dynamic Image Enhancement

CVPR 2018poster

Convolutional neural networks rely on image texture and structure to serve as discriminative features to classify the image content. Image enhancement techniques can be used as preprocessing steps to help improve the overall image quality and in turn improve the overall effectiveness of a CNN. Exis…

Cited by 88SourcePDFScholar