no code implementations • 13 Jun 2018 • Alexander V. Buslaev, Selim S. Seferbekov, Vladimir I. Iglovikov, Alexey A. Shvets
Analysis of high-resolution satellite images has been an important research topic for traffic management, city planning, and road monitoring.
1 code implementation • 9 Jun 2018 • Selim S. Seferbekov, Vladimir I. Iglovikov, Alexander V. Buslaev, Alexey A. Shvets
Semantic segmentation is in-demand in satellite imagery processing.
3 code implementations • 3 Jun 2018 • Vladimir I. Iglovikov, Selim Seferbekov, Alexander V. Buslaev, Alexey Shvets
The most common approaches to instance segmentation are complex and use two-stage networks with object proposals, conditional random-fields, template matching or recurrent neural networks.