Search Results for author: Gerd Reis

Found 11 papers, 0 papers with code

DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport

no code implementations14 Aug 2023 Sk Aziz Ali, Djamila Aouada, Gerd Reis, Didier Stricker

In this work, we propose (i) partial optimal transportation of LiDAR feature descriptor for robust LO estimation, (ii) joint learning of predictive uncertainty while learning odometry over driving sequences, and (iii) demonstrate how PU can serve as evidence for necessary pose-graph optimization when LO network is either under or over confident.

Motion Planning Robot Navigation

INV-Flow2PoseNet: Light-Resistant Rigid Object Pose from Optical Flow of RGB-D Images using Images, Normals and Vertices

no code implementations14 Sep 2022 Torben Fetzer, Gerd Reis, Didier Stricker

Based on the learned optical flows, a second architecture is proposed that predicts robust rigid transformations from the warped vertex and normal maps.

3D Reconstruction Optical Flow Estimation

Learning Effect of Lay People in Gesture-Based Locomotion in Virtual Reality

no code implementations16 Jun 2022 Alexander Schäfer, Gerd Reis, Didier Stricker

In this work, it is investigated whether and how quickly users can adapt to a hand gesture-based locomotion system in VR.

Comparing Controller With the Hand Gestures Pinch and Grab for Picking Up and Placing Virtual Objects

no code implementations22 Feb 2022 Alexander Schäfer, Gerd Reis, Didier Stricker

Grabbing virtual objects is one of the essential tasks for Augmented, Virtual, and Mixed Reality applications.

Mixed Reality

MutualEyeContact: A conversation analysis tool with focus on eye contact

no code implementations9 Jul 2021 Alexander Schäfer, Tomoko Isomura, Gerd Reis, Katsumi Watanabe, Didier Stricker

To further investigate the importance of eye contact in social interactions, portable eye tracking technology seems to be a natural choice.

Face Recognition

RPSRNet: End-to-End Trainable Rigid Point Set Registration Network Using Barnes-Hut 2D-Tree Representation

no code implementations CVPR 2021 Sk Aziz Ali, Kerem Kahraman, Gerd Reis, Didier Stricker

For this task, we use a novel 2^D-tree representation for the input point sets and a hierarchical deep feature embedding in the neural network.

Calibration and Auto-Refinement for Light Field Cameras

no code implementations11 Jun 2021 Yuriy Anisimov, Gerd Reis, Didier Stricker

The ability to create an accurate three-dimensional reconstruction of a captured scene draws attention to the principles of light fields.

Camera Calibration

RPSRNet: End-to-End Trainable Rigid Point Set Registration Network using Barnes-Hut $2^D$-Tree Representation

no code implementations12 Apr 2021 Sk Aziz Ali, Kerem Kahraman, Gerd Reis, Didier Stricker

For this task, we use a novel $2^D$-tree representation for the input point sets and a hierarchical deep feature embedding in the neural network.

A Survey on Synchronous Augmented, Virtual and Mixed Reality Remote Collaboration Systems

no code implementations11 Feb 2021 Alexander Schäfer, Gerd Reis, Didier Stricker

Remote collaboration systems have become increasingly important in today's society, especially during times where physical distancing is advised.

Mixed Reality

Cannot find the paper you are looking for? You can Submit a new open access paper.