61 citations · 137 across the 4 of their papers we have counts for
4 papers
Panoptic Feature Pyramid Networks
Alexander Kirillov, Ross Girshick, Kaiming He +1
The recently introduced panoptic segmentation task has renewed our community's interest in unifying the tasks of instance segmentation (for thing classes) and semantic segmentation…
Fast Edge Detection Using Structured Forests
Piotr Dollár, C. Lawrence Zitnick
Edge detection is a critical component of many vision systems, including object detectors and image segmentation algorithms. Patches of edges exhibit well-known forms of local stru…
Local Decorrelation For Improved Detection
Woonhyun Nam, Piotr Dollár, Joon Hee Han
Even with the advent of more sophisticated, data-hungry methods, boosted decision trees remain extraordinarily successful for fast rigid object detection, achieving top accuracy on…
Layered Logic Classifiers: Exploring the `And' and `Or' Relations
Zhuowen Tu, Piotr Dollar, Yingnian Wu
Designing effective and efficient classifier for pattern analysis is a key problem in machine learning and computer vision. Many the solutions to the problem require to perform log…