359 citations · 1.7k across the 64 of their papers we have counts for
4 papers · 1 filter
On Rendering Synthetic Images for Training an Object Detector
Artem Rozantsev, Vincent Lepetit, Pascal Fua
We propose a novel approach to synthesizing images that are effective for training object detectors. Starting from a small set of real images, our algorithm estimates the rendering…
Flying Objects Detection from a Single Moving Camera
Artem Rozantsev, Vincent Lepetit, Pascal Fua
We propose an approach to detect flying objects such as UAVs and aircrafts when they occupy a small portion of the field of view, possibly moving against complex backgrounds, and a…
TILDE: A Temporally Invariant Learned DEtector
Yannick Verdie, Kwang Moo Yi, Pascal Fua +1
We introduce a learning-based approach to detect repeatable keypoints under drastic imaging changes of weather and lighting conditions to which state-of-the-art keypoint detectors…
Beyond KernelBoost
Roberto Rigamonti, Vincent Lepetit, Pascal Fua
In this Technical Report we propose a set of improvements with respect to the KernelBoost classifier presented in [Becker et al., MICCAI 2013]. We start with a scheme inspired by A…