Jason R. Rambach

Orcid: 0000-0001-8122-6789

Affiliations:
  • German Research Center for Artificial Intelligence, DFKI, Kaiserslautern, Germany
  • TU Kaiserslautern, Germany


According to our database1, Jason R. Rambach authored at least 47 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Achieving RGB-D Level Segmentation Performance from a Single ToF Camera.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

CaRaCTO: Robust Camera-Radar Extrinsic Calibration with Triple Constraint Optimization.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023
OPA-3D: Occlusion-Aware Pixel-Wise Aggregation for Monocular 3D Object Detection.
IEEE Robotics Autom. Lett., March, 2023

Driving Activity Recognition Using UWB Radar and Deep Neural Networks.
Sensors, January, 2023

HiPose: Hierarchical Binary Surface Encoding and Correspondence Pruning for RGB-D 6DoF Object Pose Estimation.
CoRR, 2023

Achieving RGB-D level Segmentation Performance from a Single ToF Camera.
CoRR, 2023

Time-of-Flight Depth Sensing for Automotive Safety and Smart Building Applications: The VIZTA Project.
IEEE Access, 2023

Confidence-Aware Clustered Landmark Filtering For Hybrid 3D Face Tracking.
Proceedings of the IEEE International Conference on Image Processing, 2023

U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point Clouds.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Cross-Dataset Experimental Study of Radar-Camera Fusion in Bird's-Eye View.
Proceedings of the 31st European Signal Processing Conference, 2023

RC-BEVFusion: A Plug-In Module for Radar-Camera Bird's Eye View Feature Fusion.
Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2022
TIMo - A Dataset for Indoor Building Monitoring with a Time-of-Flight Camera.
Sensors, 2022

Unsupervised Image-to-Image Translation: A Review.
Sensors, 2022

Nonlinear Optimization of Light Field Point Cloud.
Sensors, 2022

Advanced Scene Perception for Augmented Reality.
J. Imaging, 2022

Fusion Point Pruning for Optimized 2D Object Detection with Radar-Camera Fusion.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Classification of Manual Versus Autonomous Driving based on Machine Learning of Eye Movement Patterns.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

ZebraPose: Coarse to Fine Surface Encoding for 6DoF Object Pose Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Unsupervised Anomaly Detection from Time-of-Flight Depth Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
SynPo-Net - Accurate and Fast CNN-Based 6DoF Object Pose Estimation Using Synthetic Training.
Sensors, 2021

To Drive or to Be Driven? The Impact of Autopilot, Navigation System, and Printed Maps on Driver's Cognitive Workload and Spatial Knowledge.
ISPRS Int. J. Geo Inf., 2021

IKEA Object State Dataset: A 6DoF object pose estimation dataset and benchmark for multi-state assembly objects.
CoRR, 2021

OFFSED: Off-Road Semantic Segmentation Dataset.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

An Adversarial Training based Framework for Depth Domain Adaptation.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Visual SLAM with Graph-Cut Optimized Multi-Plane Reconstruction.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2021

PlaneSegNet: Fast and Robust Plane Estimation Using a Single-stage Instance Segmentation CNN.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Semantic Segmentation in Depth Data: A Comparative Evaluation of Image and Point Cloud Based Methods.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

A Survey on Applications of Augmented, Mixed and Virtual Reality for Nature and Environment.
Proceedings of the Virtual, Augmented and Mixed Reality, 2021

PlaneRecNet: Multi-Task Learning with Cross-Task consistency for Piece-Wise Plane Detection and Reconstruction from a Single RGB Image.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

TICaM: A Time-of-flight In-car Cabin Monitoring Dataset.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Learning Priors for Augmented Reality Tracking and Scene Understanding.
PhD thesis, 2020

TGA: Two-level Group Attention for Assembly State Detection.
Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2020

Ghost Target Detection in 3D Radar Data using Point Cloud based Deep Neural Network.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
SlamCraft: Dense Planar RGB Monocular SLAM.
Proceedings of the 16th International Conference on Machine Vision Applications, 2019

Deep Multi-state Object Pose Estimation for Augmented Reality Assembly.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019

Augmented Reality in Physics Education: Motion Understanding Using an Augmented Airtable.
Proceedings of the Virtual Reality and Augmented Reality, 2019

2018
6DoF Object Tracking based on 3D Scans for Augmented Reality Remote Live Support.
Comput., 2018

Graphics and Media Technologies for Operators in Industry 4.0.
IEEE Computer Graphics and Applications, 2018

Learning 6DoF Object Poses from Synthetic Single Channel Images.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2018

Universal Web-Based Tracking for Augmented Reality Applications.
Proceedings of the Virtual Reality and Augmented Reality, 2018

2017
Augmented Things: Enhancing AR Applications leveraging the Internet of Things and Universal 3D Object Tracking.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2017

Fusion of Unsynchronized Optical Tracker and Inertial Sensor in EKF Framework for In-car Augmented Reality Delay Reduction.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2017

Augmented reality based on edge computing using the example of remote live support.
Proceedings of the IEEE International Conference on Industrial Technology, 2017

2016
Learning to Fuse: A Deep Learning Approach to Visual-Inertial Camera Pose Estimation.
Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016

2015
Collaborative multi-camera face recognition and tracking.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015


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