Semantic annotation for complex video street views based on 2D–3D multi-feature fusion and aggregated boosting decision forests

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.9K citations

Computing, Computer Science, Computer Vision +13

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

Ross Girshick, Jeff Donahue, Trevor Darrell et al. · 2014 · 31.8K citations

Computing, Computer Science, Computer Vision +16

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

Radhakrishna Achanta, Anil Shaji, Kevin Smith et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 9.1K citations · Full text

Computing, Computer Science, Computer Vision +11