2 citations · 4 across the 4 of their papers we have counts for
4 papers
Neural Microfacet Fields for Inverse Rendering
Alexander Mai, Dor Verbin, Falko Kuester +1
We present Neural Microfacet Fields, a method for recovering materials, geometry, and environment illumination from images of a scene. Our method uses a microfacet reflectance mode…
Soft Expectation and Deep Maximization for Image Feature Detection
Alexander Mai, Allen Yang, Dominique E. Meyer
Central to the application of many multi-view geometry algorithms is the extraction of matching points between multiple viewpoints, enabling classical tasks such as camera pose est…
Training Deep Neural Networks to Detect Repeatable 2D Features Using Large Amounts of 3D World Capture Data
Alexander Mai, Joseph Menke, Allen Yang
Image space feature detection is the act of selecting points or parts of an image that are easy to distinguish from the surrounding image region. By combining a repeatable point de…
Loop Closure Detection with RGB-D Feature Pyramid Siamese Networks
Zhang Qianhao, Alexander Mai, Joseph Menke +1
In visual Simultaneous Localization And Mapping (SLAM), detecting loop closures has been an important but difficult task. Currently, most solutions are based on the bag-of-words ap…