Iasonas Kokkinos
University College London
1 paper in the Anchorcite directory, published in 2017, cited 22,729 times in total.
ORCID profileResearch topics
- Advanced Neural Network Applications · 1 paper
- Advanced Image and Video Retrieval Techniques · 1 paper
- Robotics and Sensor-Based Localization · 1 paper
Frequent co-authors
- Liang-Chieh Chen · 1 paper
- George Papandreou · 1 paper
- Kevin P. Murphy · 1 paper
- Alan Yuille · 1 paper
Papers
- DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFsIEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22,729 citations
In this work we address the task of semantic image segmentation with Deep Learning and make three main contributions that are experimentally shown to have substantial practical merit. First, we highlight convolution with upsampled filters, or 'atrous convolution', as a…
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